Research
Publications

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2022 
Sequential Adaptive Scattering-Compensated Holography for Fluorescence Microscopy

Schretter, C & Schelkens, P 2022, Sequential Adaptive Scattering-Compensated Holography for Fluorescence Microscopy . in OSA Digital Holography and 3-D Imaging. , 3758341, Optical Society of America, Digital Holography and 3-D Imaging, Cambridge, United Kingdom, 1/08/22 .

Validation of the 1/f ratio as a marker of excitation/inhibition balance through benzodiazepines use in multiple sclerosis

Akbarian, F , Van Schependom, J & Nagels, G 2022, ' Validation of the 1/f ratio as a marker of excitation/inhibition balance through benzodiazepines use in multiple sclerosis ', The 22nd International Conference on Biomagnetism, Birmingham, United Kingdom, 28/08/22 - 1/09/22 .

A Novel Approach to Non-Destructive Rubber Vulcanization Monitoring by the Transient Radar Method

Tayebi, S , Pourkazemi, A , Ospitia, N , Thibaut, K , Kamami, O & Stiens, J 2022, ' A Novel Approach to Non-Destructive Rubber Vulcanization Monitoring by the Transient Radar Method ', Sensors (Basel, Switzerland) .

Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes

Delgrange, F , Nowé, A & Pérez, GA 2022, Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes . in Proceedings of the AAAI Conference on Artificial Intelligence: Vol. 36 No. 6: AAAI-22 Technical Tracks 6. First edn, vol. 36, Proceedings of the AAAI Conference on Artificial Intelligence, no. 6, vol. 36, AAAI Press, Palo Alto, California USA, pp. 6497-6505, 36th AAAI Conference on Artificial Intelligence, 22/02/22 .

Strategies for data-driven low carbon structural design.

Fenton, SK , De Rycke, K , Munteanu, A , Deligiannis, N , Rufat, S & De Laet, L 2022, ' Strategies for data-driven low carbon structural design. '.

A Framework for Flexibly Guiding Learning Agents (poster)

Elbarbari, MAHM , Delgrange, F , Vervlimmeren, I , Efthymiadis, K , Vanderborght, B & Nowe, A 2022, ' A Framework for Flexibly Guiding Learning Agents (poster) ', AI Flanders Research Days 2022, Leuven, Belgium, 21/06/22 - 21/06/22 .

CMOS MM-wave/sub-THZ Low Power and high-efficiency Transmitters for frequency-modulated continuous-wave Radars

Park, S 2022, ' CMOS MM-wave/sub-THZ Low Power and high-efficiency Transmitters for frequency-modulated continuous-wave Radars ', Doctor of Engineering Sciences.

DEEP UNFOLDING DESIGNS FOR MULTIMODAL IMAGE RESTORATION AND FUSION

Marivani, I 2022, ' DEEP UNFOLDING DESIGNS FOR MULTIMODAL IMAGE RESTORATION AND FUSION ', Doctor of Engineering Sciences, Vrije Universiteit Brussel.

A Framework for Flexibly Guiding Learning Agents

Elbarbari, MAHM , Delgrange, F , Vervlimmeren, I , Efthymiadis, K , Vanderborght, B & Nowe, A 2022, ' A Framework for Flexibly Guiding Learning Agents ', Neural Computing & Applications , vol. 2022, 1, pp. 1-17.

Design approaches for executable clinical pathways at the point of care in limited resource settings to support the clinical decision process: review of the state of the art

Tegenaw, GS , Amenu, D, Ketema, G, Verbeke, F, Jan, C & Jansen, B 2022, Design approaches for executable clinical pathways at the point of care in limited resource settings to support the clinical decision process: review of the state of the art . in 10th EAI International Conference on Wireless Mobile Communication and Healthcare - "Transforming healthcare through innovations in mobile and wireless technologies". vol. 440, Springer, Cham., pp. 186–203, EAI MobiHealth 2021 - 10th EAI International Conference on Wireless Mobile Communication and Healthcare, Chongqing, China, 13/11/21 .

A hybrid approach for designing dynamic and data-driven clinical pathways point of care instruments in low resource settings

Tegenaw, GS , Amenu, D, Ketema, G, Verbeke, F, Jan, C & Jansen, B 2022, A hybrid approach for designing dynamic and data-driven clinical pathways point of care instruments in low resource settings . in MedInfo 2021: One World, One Health: Global Partnership for Digital Innovation. MEDINFO 2021 edn, vol. 290, Studies in Health Technology and Informatics, no. 316 - 320, vol. 290, Studies in Health Technology and Informatics, pp. 316-320, Medinfo 2021 One World, One Health: Global Partnership for Digital Innovation , 2/10/20 .

EU-China university governance structures—case studies

Xue, Y , Cornelis, J & Zhu, C 2022, ' EU-China university governance structures—case studies ', Asia Europe Journal , vol. 20, no. 2, pp. 137-171.

Computer-aided detection and segmentation of malignant melanoma lesions on whole-body 18F-FDG PET/CT using an interpretable deep learning approach

Dirks, I , Keyaerts, M , Neyns, B & Vandemeulebroucke, J 2022, ' Computer-aided detection and segmentation of malignant melanoma lesions on whole-body 18F-FDG PET/CT using an interpretable deep learning approach ', Computer Methods and Programs in Biomedicine , vol. 221, 106902, pp. 106902.

ADVANCES IN GROUPWISE IMAGE REGISTRATION

Polfliet, M 2022, ' ADVANCES IN GROUPWISE IMAGE REGISTRATION ', Doctor of Engineering Sciences, Vrije Universiteit Brussel.

Performance Profiling of Operating Modes via Multi-view Analysis Using Non-negative Matrix Factorisation

Dhont, M , Tsiporkova, E & Boeva, V 2022, Performance Profiling of Operating Modes via Multi-view Analysis Using Non-negative Matrix Factorisation . in Studies in Big Data. Studies in Big Data, vol. 106, Springer, pp. 289-316.

Media security framework inspired by emerging challenges in fake media and NFT

Temmermans, F , Bhowmik, D, Pereira, F & Ebrahimi, T 2022, Media security framework inspired by emerging challenges in fake media and NFT . in Optics, Photonics and Digital Technologies for Imaging Applications VII. vol. 12138, SPIE Photonics Europe, 2022, Strasbourg, France, 3/04/22 .

Dynamic Imputation Methodology for Multi-source Streaming Mobility Data

Dhont, M , Tsiporkova, E & González-Deleito, N 2022, Dynamic Imputation Methodology for Multi-source Streaming Mobility Data . in Smart Transportation Systems 2022. Springer, pp. 184-198.

DESIGN OF VCOs AND PAs IN 22 NM FD-SOI FOR 5G MM-WAVE COMMUNICATIONS

Zong, Z 2022, ' DESIGN OF VCOs AND PAs IN 22 NM FD-SOI FOR 5G MM-WAVE COMMUNICATIONS ', Doctor of Engineering Sciences, Vrije Universiteit Brussel.

Pareto Conditioned Networks

Reymond, M , Bargiacchi, E & Nowe, A 2022, Pareto Conditioned Networks . in The 21st International Conference on Autonomous Agents and Multiagent Systems. IFAAMAS, 21st International Conference on Autonomous Agents and Multi-agent System, 9/05/22 .

Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning

Avalos, R , Reymond, M , Nowe, A & Roijers, DM 2022, Local Advantage Networks for Cooperative Multi-Agent Reinforcement Learning . in The 21st International Conference on Autonomous Agents and Multiagent Systems: Extended Abstract. IFAAMAS, 21st International Conference on Autonomous Agents and Multi-agent System, 9/05/22 .

Design and Analysis of a 140-GHz T/R Front-End Module in 22-nm FD-SOI CMOS

Tang, X , Nguyen, J , Mangraviti, G, Zong, Z & Wambacq, P 2022, ' Design and Analysis of a 140-GHz T/R Front-End Module in 22-nm FD-SOI CMOS ', IEEE Journal of Solid-State Circuits , vol. 57, no. 5, pp. 1300-1313.

Large ensemble of downscaled historical daily snowfall from an earth system model to 5.5 km resolution over Dronning Maud Land, Antarctica

Ghilain, N, Vannitsem, S, Dalaiden, Q, Goosse, H , De Cruz, L & Wei, W 2022, ' Large ensemble of downscaled historical daily snowfall from an earth system model to 5.5 km resolution over Dronning Maud Land, Antarctica ', EARTH SYSTEM SCIENCE DATA , vol. 14, no. 4, pp. 1901-1916.

Design and Analysis of 55-63-GHz Fundamental Quad-Core VCO With NMOS-Only Stacked Oscillator in 28-nm CMOS

Balamurali, S , Mangraviti, G , Tsai, C-H , Wambacq, P & Craninckx, J 2022, ' Design and Analysis of 55-63-GHz Fundamental Quad-Core VCO With NMOS-Only Stacked Oscillator in 28-nm CMOS ', IEEE JOURNAL OF SOLID-STATE CIRCUITS .

A 67-mW D-Band FMCW I/Q Radar Receiver With an N-Path Spillover Notch Filter in 28-nm CMOS

Kankuppe Raghavendra Swamy, A , Park, S , Vaesen, K, Park, D-W, van Liempd, B, Sinha, S , Wambacq, P & Craninckx, J 2022, ' A 67-mW D-Band FMCW I/Q Radar Receiver With an N-Path Spillover Notch Filter in 28-nm CMOS ', IEEE JOURNAL OF SOLID-STATE CIRCUITS .

A 950 MHz Clock 47.5 MHz BW 4.7 mW 67 dB SNDR Discrete Time Delta Sigma ADC Leveraging Ring Amplification and Split-Source Comparator Based Quantizer in 28 nm CMOS

Moura Santana, L , Martens, E, Lagos Benites, JL, Hershberg, B , Wambacq, P & Craninckx, J 2022, ' A 950 MHz Clock 47.5 MHz BW 4.7 mW 67 dB SNDR Discrete Time Delta Sigma ADC Leveraging Ring Amplification and Split-Source Comparator Based Quantizer in 28 nm CMOS ', IEEE JOURNAL OF SOLID-STATE CIRCUITS , vol. 57, no. 7, pp. 2068-2077.

A Practical Guide to Multi-Objective Reinforcement Learning and Planning

Hayes, CF , Radulescu, R , Bargiacchi, E , Källström, J, Macfarlane, M , Reymond, M , Verstraeten, T , Zintgraf, L, Dazeley, R, Heintz, F, Howley, E, Irissappane, AA, Mannion, P , Nowe, A , De Oliveira Ramos, G , Restelli, M, Vamplew, P & Roijers, DM 2022, ' A Practical Guide to Multi-Objective Reinforcement Learning and Planning ', Autonomous Agents and Multi-Agent Systems , vol. 36, no. 1, 26.

Scaling up oligogenic diseases research with OLIDA: the Oligogenic Diseases Database

Nachtegael, C , Gravel, B , Dillen, A , Smits, G , Nowé, A , Papadimitriou, S & Lenaerts, T 2022, ' Scaling up oligogenic diseases research with OLIDA: the Oligogenic Diseases Database ', Database : the journal of biological databases and curation , vol. 2022, baac023.

Two approaches to tackle the sign ambiguity of beamformed MEG source-reconstructed data

Rossi, C & Van Schependom, J 2022, ' Two approaches to tackle the sign ambiguity of beamformed MEG source-reconstructed data ', International Conference on Biomagnetism, United Kingdom, 28/08/22 - 1/09/22 .

Linearity Assessment of GaN HEMTs on Si using Nonlinear Characterisation

ElKashlan, R , Khaled, A, Rodriguez, R, Putcha, V, Peralagu, U, Alian, A, Collaert, N , Wambacq, P & Parvais, B 2022, Linearity Assessment of GaN HEMTs on Si using Nonlinear Characterisation . in 2021 16th European Microwave Integrated Circuits Conference (EuMIC). IEEE, pp. 30-33, European Microwave Week, London, United Kingdom, 2/04/22 .

A FAIR Brugada Syndrome data repository to facilitate cardiogenetic research

Ruiz, MMT , Daneels, D , Pappaert, G , Cannaerts, E , de Ravel, T , de Asmundis, C , Sieira, J , Nowe, A , Brugrada, P , Olsen, C , Lenaerts, T & Van Dooren, S 2022, ' A FAIR Brugada Syndrome data repository to facilitate cardiogenetic research ', European Journal of Human Genetics , vol. 30, no. SUPPL 1, pp. 185-185.

Acceptance and Commitment Therapy to Increase Resilience in Chronic Pain Patients: A Clinical Guideline.

Moens, M , Jansen, J , De Smedt, A , Roulaud, M, Billot, M , Laton, J , Rigoard, P & Goudman, L 2022, ' Acceptance and Commitment Therapy to Increase Resilience in Chronic Pain Patients: A Clinical Guideline. ', Medicina , vol. 58, no. 4, 499.

A multi-scale multi-attention network for dynamic facial expression recognition

Xia, X, Yang, L, Wei, X , Sahli, H & Jiang, D 2022, ' A multi-scale multi-attention network for dynamic facial expression recognition ', Multimedia Systems , vol. 28, no. 2, pp. 479-493.

A Generic Source Coding Methodology and Architecture of Dynamic Holograms

Birnbaum, T 2022, ' A Generic Source Coding Methodology and Architecture of Dynamic Holograms ', Vrije Universiteit Brussel.

Designing CNNs for Multimodal Image Restoration and Fusion via Unfolding the Method of Multipliers

Marivani, I , Tsiligianni, E , Cornelis, B & Deligiannis, N 2022, ' Designing CNNs for Multimodal Image Restoration and Fusion via Unfolding the Method of Multipliers ', IEEE Transactions on Circuits and Systems for Video Technology .

Miniaturized cost-effective broadband spectrometer employing a deconvolution reconstruction algorithm for resolution enhancement

Shcheglov, A , Nie, Y , Schretter, C , Heeman, R, van der Put, A, Hoving, W , Thienpont, H , Schelkens, P & Ottevaere, PDIH 2022, ' Miniaturized cost-effective broadband spectrometer employing a deconvolution reconstruction algorithm for resolution enhancement ', Optics Express , vol. 30, no. 7, pp. 11459-11471.

Deep-Learning Computational Holography: A Review (Invited)

Shimobaba, T , Blinder, D , Birnbaum, T , Hoshi, I, Shiomi, H , Schelkens, P & Ito, T 2022, ' Deep-Learning Computational Holography: A Review (Invited) ', Frontiers in Photonics , vol. 3, 854391.

Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks

Iglesias-Rivera, A , Van Glabbeek, R , Ortiz Guerra, E , Braeken, A , Steenhaut, K & Cruz Enriquez, H 2022, ' Time-Slotted Spreading Factor Hopping for Mitigating Blind Spots in LoRa-Based Networks ', Sensors , vol. 22, no. 6, 2253.

Custom lifetime phantoms for characterization and benchmarking of a new CAPS fluorescence-lifetime camera

Lapauw, T , Van Den Dries, T , Ingelberts, H , Hernot, S & Kuijk, M 2022, Custom lifetime phantoms for characterization and benchmarking of a new CAPS fluorescence-lifetime camera . in Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XX. vol. 11949, 1194902, SPIE, California, USA, SPIE Photonics West, San Francisco, United States, 22/01/22 .

Compact sub-nanosecond time-gated camera based on a new 64x64 Current-Assisted Photonic Sampler (CAPS) sensor with improved quantum efficiency

Van Den Dries, T , Ingelberts, H , Lapauw, T , Juliens, A , Coosemans, J , Iranian, P & Jegannathan, G 2022, Compact sub-nanosecond time-gated camera based on a new 64x64 Current-Assisted Photonic Sampler (CAPS) sensor with improved quantum efficiency . in GT Reed & AP Knights (eds), Silicon Photonics XVII. vol. 12006, 120060B , Proceedings of SPIE - The International Society for Optical Engineering, vol. 12006, SPIE, California, USA, SPIE Photonics West 2022, San Francisco, United States, 22/01/22 .

Miniaturized Time-Resolved Fluorescence Spectrometer System

Gasser, A , Shcheglov, A , Lapauw, T , Van Den Dries, T , Ingelberts, H , Hoving, W, Aalders, M & Kuijk, M 2022, Miniaturized Time-Resolved Fluorescence Spectrometer System . in LE Busse, Y Soskind & PC Mock (eds), Photonic Instrumentation Engineering IX. vol. 12008, 120080B, Proceedings of SPIE - The International Society for Optical Engineering, vol. 12008, SPIE, California, USA, SPIE Photonics West 2022, San Francisco, United States, 22/01/22 .

Active-quenched CA-SPADs demonstrating high PDP at NIR wavelengths

Jegannathan, G 2022, Active-quenched CA-SPADs demonstrating high PDP at NIR wavelengths . in GT Reed & AP Knights (eds), Silicon Photonics. XVII edn, vol. 12006, 1200608 , Proceedings of SPIE - The International Society for Optical Engineering, vol. 12006, San Francisco, pp. -.

Fully Blind Electromagnetic Characterization of Deep Sub-Wavelength (? /100) Dielectric Slabs With Low Bandwidth Differential Transient Radar Technique at 10 GHz

Pourkazemi, A , Tayebi, S & Stiens, J 2022, ' Fully Blind Electromagnetic Characterization of Deep Sub-Wavelength (? /100) Dielectric Slabs With Low Bandwidth Differential Transient Radar Technique at 10 GHz ', IEEE Transactions on Microwave Theory and Techniques , vol. 70, no. 3, pp. 1651-1657.

Reinforcement Learning Applicability for Resource-Based Auto-scaling in Serverless Edge Applications

Benedetti, P , Steenhaut, K , Reali, G & Femminella, M 2022, Reinforcement Learning Applicability for Resource-Based Auto-scaling in Serverless Edge Applications . in 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops). 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022, IEEE, pp. 674-679, 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), Pisa, Italy, 21/03/22 .

The state-of-the-art in computer generated holography for 3D display

Blinder, D , Birnbaum, T , Ito, T & Shimobaba, T 2022, ' The state-of-the-art in computer generated holography for 3D display ', Light: Advanced Manufacturing .

Definition of Common Test Conditions for the new JPEG Pleno holography standard

Pinheiro, AMG, Prazeres, J, Gilles, A , Kizhakkumkara Muhamad, R , Birnbaum, T & Schelkens, P 2022, Definition of Common Test Conditions for the new JPEG Pleno holography standard . in Proceedings of SPIE Photonics Europe.

A standard way for computing numerical reconstructions of digital holograms

Birnbaum, T , Blinder, D , Kizhakkumkara Muhamad, R , Gilles, A, Perra, C, Kozacki, T & Schelkens, P 2022, A standard way for computing numerical reconstructions of digital holograms . in Proceedings of SPIE Photonics Europe.

Innovating Care in Multiple Sclerosis: Feasibility of Synchronous Internet-Based Teleconsultation for Longitudinal Clinical Monitoring

Sadeghi, N , Eelen, P , Nagels, G , Cuvelier, C, Van Gils, K , D'hooghe, MB , Van Schependom, J & D'haeseleer, M 2022, ' Innovating Care in Multiple Sclerosis: Feasibility of Synchronous Internet-Based Teleconsultation for Longitudinal Clinical Monitoring ', Journal of Personalized Medicine , vol. 12, no. 3, 433.

A Q-Learning algorithm for flexible job shop scheduling in a real-world manufacturing scenario

Palacio, JC , Martinez Jimenez, Y , Schietgat, L , Van Doninck, B & Nowe, A 2022, A Q-Learning algorithm for flexible job shop scheduling in a real-world manufacturing scenario . in 9th CIRP Conference on Assembly Technology and Systems. vol. 106, 106, Procedia CIRP, Elsevier, pp. 227-232.

Spatiotemporal Air Quality Inference of Low-Cost Sensor Data: Evidence from Multiple Sensor Testbeds

Hofman, J , Do Huu, T , Qin, X , Rodrigo Bonet, E , Philips, W , Deligiannis, N & Panzica La Manna, V 2022, ' Spatiotemporal Air Quality Inference of Low-Cost Sensor Data: Evidence from Multiple Sensor Testbeds ', Environmental Modelling and Software , vol. 149, 105306.

Predicting high-fidelity human body models from impaired point clouds

Hu, P , Zhao, R , Dai, X & Munteanu, A 2022, ' Predicting high-fidelity human body models from impaired point clouds ', Signal Processing , vol. 192, 108375.

Whole-body magnetic resonance imaging for prostate cancer assessment: Current status and future directions

Van Nieuwenhove, S, Van Damme, J, Padhani, AR, Vandecaveye, V, Tombal, B , Wuts, J , Pasoglou, V & Lecouvet, FE 2022, ' Whole-body magnetic resonance imaging for prostate cancer assessment: Current status and future directions ', Journal of Magnetic Resonance Imaging , vol. 55, no. 3, pp. 653-680.

Deep learning for biosignal control: insights from basic to real-time methods with recommendations

Dillen, A , Steckelmacher, D , Efthymiadis, K , Langlois, K , De Beir, A , Marusic, U , Vanderborght, B , Nowe, A , Meeusen, R , Ghaffari, F, Romain, O & De Pauw, K 2022, ' Deep learning for biosignal control: insights from basic to real-time methods with recommendations ', Journal of Neural Engineering , vol. 19, no. 1, 011003.

Circuitree: a Datalog Reasoner in Zero-Knowledge

Godden, T , De Smet, R , Debruyne, C , Vandervelden, T , Steenhaut, K & Braeken, A 2022, ' Circuitree: a Datalog Reasoner in Zero-Knowledge ', IEEE Access , vol. 10, pp. 21384-21396.

PPG EduKit: An Adjustable Photoplethysmography Evaluation System for Educational Activities

Sole Morillo, A , Lambert Cause, J , Baciu, V-E , da Silva, B , Garcia Naranjo, JC & Stiens, J 2022, ' PPG EduKit: An Adjustable Photoplethysmography Evaluation System for Educational Activities ', Sensors (Basel, Switzerland) , vol. 22, no. 4, 1389, pp. 1-22.

Symmetric Key based Authentication among the nodes in a Wireless Sensor and Actuator Network

Vandervelden, T , De Smet, R , Steenhaut, K & Braeken, A 2022, ' Symmetric Key based Authentication among the nodes in a Wireless Sensor and Actuator Network ', Sensors , vol. 22, no. 4, 1403.

PPG EduKit: An Adjustable Photoplethysmography Evaluation System for Educational Activities

Sole Morillo, A , Lambert Cause, J , Baciu, V-E , da Silva, B , Garcia Naranjo, JC & Stiens, J 2022, ' PPG EduKit: An Adjustable Photoplethysmography Evaluation System for Educational Activities ', Sensors (Basel, Switzerland) , vol. 22, no. 4, 1389, pp. 1-22.

Improved automated early detection of breast cancer based on high resolution 3D micro-CT microcalcification images

Brahimetaj, R , Willekens, I , Massart, A , Forsyth, R , Cornelis, JPH , De Mey, J & Jansen, B 2022, ' Improved automated early detection of breast cancer based on high resolution 3D micro-CT microcalcification images ', BMC Cancer , vol. 22, no. 1, 162, pp. 162.

Multi-View CNN-LSTM Architecture for Radar-Based Human Activity Recognition

Khalid, H , Gorji, A, Bourdoux, A, Pollin, S & Sahli, H 2022, ' Multi-View CNN-LSTM Architecture for Radar-Based Human Activity Recognition ', IEEE Access , vol. 10, pp. 24509-24519.

Monitoring Platform Evolution towards Serverless Computing for 5G and Beyond Systems

Pergolesi, M, Perez, R , Benedetti, P , Garcia-Reinoso, J, Zabala, A, Serrano, P, Femminella, M, Reali, G , Steenhaut, K & Banchs, A 2022, ' Monitoring Platform Evolution towards Serverless Computing for 5G and Beyond Systems ', IEEE eTransactions on network and service management .

FRF estimation using multiple kernel-based regularisation

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Optimization of phase-only holograms calculated with scaled diffraction calculation through deep neural networks

Ishii, Y, Shimobaba, T , Blinder, D , Birnbaum, T , Schelkens, P , Kakue, T & Ito, T 2022, ' Optimization of phase-only holograms calculated with scaled diffraction calculation through deep neural networks ', Appl. Phys. B , vol. 128, no. 2, 22, pp. 1-11.

End-to-end encryptie is niet het einde

De Smet, R , Vandervelden, T , Steenhaut, K & Braeken, A 2022, ' End-to-end encryptie is niet het einde ' Ministry of Privacy , vol. 2022, no. 3, pp. 5-8.

Brain Volume Loss Can Occur at the Rate of Normal Aging in Patients with Multiple Sclerosis Who Are Free from Disease Activity

Temmerman, J , Van Der Veken, F , Engelborghs, S , Guldolf, K , Nagels, G , Smeets, D , Allemeersch, G-JSH , Costers, L , D'Hooghe, MB , Vanbinst, A-M , Van Schependom, J , Bjerke, M & D'Haeseleer, M 2022, ' Brain Volume Loss Can Occur at the Rate of Normal Aging in Patients with Multiple Sclerosis Who Are Free from Disease Activity ', Journal of Clinical Medicine , vol. 11, no. 3, 523.

Novel FPGA-Based Visual Stimulation Method for Eye Movement Analysis

Benitez, A, Socarras Hernandez, B, Herrera Rodriguez, J , da Silva, B & Vazquez Seisdedos, C 2022, ' Novel FPGA-Based Visual Stimulation Method for Eye Movement Analysis ', Electronics , vol. 11, no. 3, 303, pp. 1-29.

Prefrailty: The Relationship Between Daily Activities and Social Participation in Older Persons

Costenoble, A , Knoop, V , Debain, A , Vermeiren, S , Vella Azzopardi, R , Rossi, G , Smeys, C , Baltazar, KD , Bautmans, I , Verte, D , Gorus, E , De Vriendt, P , Beyer, I , Petrovic, M , De Witte, N , Kardol, T , Clarys, P , Scafoglieri, A , Cattrysse, E , de Hert, P & Jansen, B 2022, ' Prefrailty: The Relationship Between Daily Activities and Social Participation in Older Persons ', Journal of Applied Gerontology , vol. 41, no. 2, pp. 430-440.

Off-axis image plane hologram compression in holographic tomography – metrological assessment

Kizhakkumkara Muhamad, R , Stepien, P, Kujawinska, M & Schelkens, P 2022, ' Off-axis image plane hologram compression in holographic tomography – metrological assessment ', Opt. Express , vol. 30, no. 3, pp. 4261-4273.

Reviewing machine learning of corrosion prediction in a data-oriented perspective

Coelho, LB , Zhang, D , Van Ingelgem, Y , Steckelmacher, D , Nowe, A & Terryn, H 2022, Reviewing machine learning of corrosion prediction in a data-oriented perspective ..

How to Challenge Patients During Gait Training: The Effect of Immersive Virtual Reality on the Gait Pattern in People Post-stroke

De Keersmaecker, E , Rodriguez-Cianca, D , Serrien, B , Jansen, B , Rodriguez-Guerrero, C , Kerckhofs, E & Swinnen, E 2022, How to Challenge Patients During Gait Training: The Effect of Immersive Virtual Reality on the Gait Pattern in People Post-stroke . in Biosystems and Biorobotics. Biosystems and Biorobotics, vol. 28, Springer Science and Business Media Deutschland GmbH, pp. 3-7.

Pincushion point-spread function for computer-generated holograhy

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Imaging of treatment response and minimal residual disease in multiple myeloma: state of the art WB-MRI and PET/CT

Lecouvet, FE, Vekemans, M-C, Van Den Berghe, T, Verstraete, K, Kirchgesner, T, Acid, S, Malghem, J , Wuts, J , Hillengass, J, Vandecaveye, V, Jamar, F, Gheysens, O & Vande Berg, BC 2022, ' Imaging of treatment response and minimal residual disease in multiple myeloma: state of the art WB-MRI and PET/CT ', Skeletal Radiology , vol. 51, no. 1, pp. 59-80.

Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference

Rodrigo Bonet, E , Do Huu, T , Qin, X, Hofman, J, Panzica La Manna, V, Philips, W & Deligiannis, N 2022, ' Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference ', IEEE Transactions on Signal and Information Processing over Networks .

Conditional Variational Graph Autoencoder for Air Pollution Forecasting

Rodrigo Bonet, E , Do Huu, T , Qin, X, Hofman, J, Panzica La Manna, V, Philips, W & Deligiannis, N 2022, Conditional Variational Graph Autoencoder for Air Pollution Forecasting . in EUSIPCO 2022.

Cognitive and motor fatigue is associated with increased excitation/inhibition ratio

Akbarian, F , Van Schependom, J & Nagels, G 2022, ' Cognitive and motor fatigue is associated with increased excitation/inhibition ratio ', IMSCOGS Annual Meeting 2022, Bordeaux, France, 18/05/22 - 19/05/22 .

NOVEL CLASS DISCOVERY: A DEPENDENCY APPROACH

Mukherjee, T & Deligiannis, N 2022, NOVEL CLASS DISCOVERY: A DEPENDENCY APPROACH . in IEEE International Conference on Acoustics, Speech and Signal Processing. International Conference on Acoustics, Speech and Signal Processing, pp. 2525-2528.

NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks

Sammani, F , Mukherjee, T & Deligiannis, N 2022, NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks . in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, pp. 8322-8332.

Automatic and Fast Extraction of 3D Hand Measurements using a Deep Neural Network

Nourbakhsh Kaashki, N , Dai, X , Gyarmathy, T , Hu, P , Iancu, B & Munteanu, A 2022, Automatic and Fast Extraction of 3D Hand Measurements using a Deep Neural Network . in The International Instrumentation & Measurement Technology Conference .

A Deep Learning Approach to Automatically Extract 3D Hand Measurements

Nourbakhsh Kaashki, N , Dai, X , Gyarmathy, T , Hu, P , Iancu, B & Munteanu, A 2022, A Deep Learning Approach to Automatically Extract 3D Hand Measurements . in 2022 7th International Conference on Machine Learning Technologies (ICMLT). IEEE.

Statistical Parametrization of Cell Cytoskeleton (SPOCC) reveals novel lung cancer cytoskeletal phenotype with partial EMT signature

Basu, A, Paul, MK, Alioscha-Perez, M, Anna , G , Sahli, H , Dubinett, SM & Weiss, S 2022, ' Statistical Parametrization of Cell Cytoskeleton (SPOCC) reveals novel lung cancer cytoskeletal phenotype with partial EMT signature ', Communications Biology , vol. 5, no. 407.

A new time-domain camera system optimized for near-infrared fluorescence imaging

Ingelberts, H , Van Den Dries, T , Juliens, A , Lapauw, T , Hernot, S & Kuijk, M 2022, ' A new time-domain camera system optimized for near-infrared fluorescence imaging ', EMIM 2022, Thessaloniki, Greece, 15/03/22 - 18/03/22 .

A Bayesian Filtering Framework for Continuous Affect Recognition from Facial Images

Pei, E , Zhao, Y , Oveneke, MC, Jiang, D & Sahli, H 2022, ' A Bayesian Filtering Framework for Continuous Affect Recognition from Facial Images ', IEEE Transactions on Multimedia .

Commitment and Cyclic Strategies in Multi-Objective Games

Röpke, W , Radulescu, R , Nowe, A & Roijers, DM 2022, ' Commitment and Cyclic Strategies in Multi-Objective Games ', Paper presented at Adaptive and Learning Agents Workshop 2022, 9/05/22 - 10/05/22 .

A unique temporal, spatial, and spectral description of the working memory oscillatory dynamics

Rossi, C & Van Schependom, J 2022, ' A unique temporal, spatial, and spectral description of the working memory oscillatory dynamics ', Organisation for Human Brain Mapping, Glasgow, United Kingdom, 19/06/22 - 23/06/22 .

An alternative ERF analysis to access the altered working memory prefrontal network in MS

Rossi, C & Van Schependom, J 2022, ' An alternative ERF analysis to access the altered working memory prefrontal network in MS ', Organisation for Human Brain Mapping, Glasgow, United Kingdom, 19/06/22 - 23/06/22 .

Forward-Looking MIMO-SAR for Enhanced Angular Resolution

Albaba, A , Sakhnini, A , Sahli, H & Bourdoux, A 2022, ' Forward-Looking MIMO-SAR for Enhanced Angular Resolution ', Paper presented at IEEE Radar Conference 2022, New York, United States, 21/03/22 - 25/03/22 .

GRADIENT VARIANCE LOSS FOR STRUCTURE-ENHANCED IMAGE SUPER-RESOLUTION

Abrahamyan, L , Truong, AM, Philips, W & Deligiannis, N 2022, GRADIENT VARIANCE LOSS FOR STRUCTURE-ENHANCED IMAGE SUPER-RESOLUTION . in IEEE International Conference on Acoustecs, Speech and Signal Processing. International Conference on Acoustics, Speech and Signal Processing, 2022 IEEE International Conference on Accoustics, Speech and Signal Processing, Singapore, Singapore, 22/05/22 .

MoveRL: To A Safer Robotic Reinforcement Learning Environment

Liu, G , De Winter, J , Vanderborght, B , Nowe, A & Steckelmacher, D 2022, MoveRL: To A Safer Robotic Reinforcement Learning Environment . in LA Leiva, C Pruski, R Markovich, A Najjar & C Schommer (eds), The 33rd Benelux Conference on Artificial Intelligence and the 30th Belgian Dutch Conference on Machine Learning (BNAIC/BENELEARN 2021): AI in ACTION Joint International Scientific Conferences on AI. vol. 1530, Communications in Computer and Information Science, vol. 1530, Springer, CCIS, pp. 239-253, BNAIC/BeneLearn 2021, 10/11/21 .

 
2021 
All-sky search for short gravitational-wave bursts in the third Advanced LIGO and Advanced Virgo run

Virgo Collaboration & Turbang, K 2021, ' All-sky search for short gravitational-wave bursts in the third Advanced LIGO and Advanced Virgo run ', Physical Review D , vol. 104, no. 12, 122004.

A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants

McCay, KD , Hu, P , Shum, HPH, Woo, WL, Marcroft, C, Embleton, ND , Munteanu, A & Ho, ESL 2021, ' A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants ', IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol. 30, pp. 8-19.

Three-dimensional hologram calculations using blocked radial and windmill point spread functions

Yasuki, D, Shimobaba, T, Makowski, M , Blinder, D , Suszek, J, Sypek, M , Birnbaum, T , Schelkens, P , Kakue, T & Ito, T 2021, ' Three-dimensional hologram calculations using blocked radial and windmill point spread functions ', Optics Express , vol. 29, no. 26, 44283, pp. 44283-44298.

Towards Multimodal Machine Learning Prediction of Individual Cognitive Evolution in Multiple Sclerosis

Denissen, S , Chen, OY , De Mey, J , de Vos, M , Van Schependom, J , Sima, DM & Nagels, G 2021, ' Towards Multimodal Machine Learning Prediction of Individual Cognitive Evolution in Multiple Sclerosis ', Journal of Personalized Medicine , vol. 11, no. 12, 1349.

An individualized and adaptive game-based therapy for cerebral visual impairment: Design, development, and evaluation

Ben Ithzak, N, Franki, I , Jansen, B , Kostkova, K , Wagemans, J & Ortibus, E 2021, ' An individualized and adaptive game-based therapy for cerebral visual impairment: Design, development, and evaluation ', International Journal of Child-Computer Interaction , vol. 31, 100437.

Advanced exploration of wind fleet data through operating mode labelling

Dhont, M , Verbeke, R, Droutsas, C, Boeva, V, Verbeke, M, Murgia, A & Tsiporkova, E 2021, Advanced exploration of wind fleet data through operating mode labelling . in Proceedings 5th RESRB 2020: Renewable Energy Sources – Research and Business. vol. 5, Wojciech Budzianowski Consulting Services, pp. 1-4, Renewable Energy Sources – Research and Business 2020, Brussels, Belgium, 7/09/20 .

Deriving Spatio-temporal Trajectory Fingerprints from Mobility Data using Non-Negative Matrix Factorisation

Dhont, M , Tsiporkova, E & González-Deleito, N 2021, Deriving Spatio-temporal Trajectory Fingerprints from Mobility Data using Non-Negative Matrix Factorisation . in 2021 International Conference on Data Mining Workshops (ICDMW). IEEE, Auckland, New Zealand, pp. 750-759, 21st IEEE International Conference on Data Mining, Auckland, New Zealand, 7/12/21 .

Generalization Error Bounds for Deep Unfolding RNNs

Joukovsky, BJ , Mukherjee, T , Luong, VH & Deligiannis, N 2021, Generalization Error Bounds for Deep Unfolding RNNs . in Uncertainty in Artificial Intelligence. vol. 161, Uncertainty in Artificial Intelligence, vol. 161, Proceedings of Machine Learning Research (PMLR), Online, pp. 1515-1524, 37th Conference on Uncertainty in Artificial Intelligence, 27/07/21 .

Anet: A Deep Neural Network for Automatic 3D Anthropometric Measurement Extraction

Nourbakhsh Kaashki, N , Hu, P & Munteanu, A 2021, ' Anet: A Deep Neural Network for Automatic 3D Anthropometric Measurement Extraction ', IEEE Transactions on Multimedia .

THE BENEFITS OF ADDITIONAL SATELLITE CHANNELS FOR A MULTIMODAL DEEP LEARNING METHOD FOR PRECIPITATION ESTIMATION

Moraux, A , Dewitte, S & Munteanu, A 2021, THE BENEFITS OF ADDITIONAL SATELLITE CHANNELS FOR A MULTIMODAL DEEP LEARNING METHOD FOR PRECIPITATION ESTIMATION . in IEEE M2GARSS 2022. pp. 153-156.

Model-predictive control and reinforcement learning in multi-energy system case studies

Ceusters, G , Rodríguez, RC, García, AB, Franke, R, Deconinck, G, Helsen, L , Nowé, A , Messagie, M & Camargo, LR 2021, ' Model-predictive control and reinforcement learning in multi-energy system case studies ', Applied Energy , vol. 303, 117634.

Public Covid-19 X-ray datasets and their impact on model bias – A systematic review of a significant problem

Garcia Santa Cruz, B , Bossa Bossa, MN , Sölter, J & Husch, AD 2021, ' Public Covid-19 X-ray datasets and their impact on model bias – A systematic review of a significant problem ', Medical Image Analysis , vol. 74, 102225.

Real-Time Computation of 3D Wireframes in Computer-Generated Holography

Blinder, D , Nishitsuji, T & Schelkens, P 2021, ' Real-Time Computation of 3D Wireframes in Computer-Generated Holography ', IEEE Transactions on Image Processing , vol. 30, pp. 9418 - 9428.

Shepherd: Reinforcement Learning as a Service withDistributed Execution

Plisnier, H , Steckelmacher, D & Nowe, A 2021, ' Shepherd: Reinforcement Learning as a Service withDistributed Execution ', Paper presented at BNAIC/BeneLearn 2021, 10/11/21 - 12/11/21 pp. 726-728.

Play the Reinforcement Learning Agent

Plisnier, H , Fasano, AA & Nowe, A 2021, ' Play the Reinforcement Learning Agent ', Paper presented at BNAIC/BeneLearn 2021, 10/11/21 - 12/11/21 .

Automated Motion Analysis of Bony Joint Structures from Dynamic Computer Tomography Images: A Multi-Atlas Approach

Keelson, B , Buzzatti, L , Ceranka, J , Gutiérrez, A, Battista, S , Scheerlinck, T , Van Gompel, G , De Mey, J , Cattrysse, E , Buls, N & Vandemeulebroucke, J 2021, ' Automated Motion Analysis of Bony Joint Structures from Dynamic Computer Tomography Images: A Multi-Atlas Approach ', Diagnostics (Basel, Switzerland) , vol. 11, no. 11, 2062.

Environmental Sound Recognition on Embedded Systems: From FPGAs to TPUs

Vandendriessche, J , Wouters, N , da Silva, B , Lamrini, M, Chkouri, MY & Touhafi, A 2021, ' Environmental Sound Recognition on Embedded Systems: From FPGAs to TPUs ', Electronics (Switzerland) , vol. 10, no. 21, 2622, pp. 1-32.

Gate dielectric material influence on DC behavior of MO(I)SHEMT devices operating up to 150 °C

Agopian, PGD, Carmo, GJ, Martino, JA , Simoen, E , Peralagu, U , Parvais, B , Waldron, N & Collaert, N 2021, ' Gate dielectric material influence on DC behavior of MO(I)SHEMT devices operating up to 150 °C ', Solid-State Electronics , vol. 185, 108091.

Cryogenic temperature DC-IV measurements and compact modeling of n-channel bulk FinFETs with 3–4 nm wide fins and 20 nm gate length for quantum computing applications

Gupta, S, Rathi, A , Parvais, B & Dixit, A 2021, ' Cryogenic temperature DC-IV measurements and compact modeling of n-channel bulk FinFETs with 3–4 nm wide fins and 20 nm gate length for quantum computing applications ', Solid-State Electronics , vol. 185, 108089.

An Introduction to the JPEG Fake Media Initiative

Temmermans, F , Bhowmik, D, Pereira, F & Ebrahimi, T 2021, An Introduction to the JPEG Fake Media Initiative . in 2021 IEEE 4th International Conference on Multimedia Information Processing and Retrieval (MIPR). IEEE, International Conference on Multimedia Information Processing and Retrieval (MIPR), 8/09/21 .

Aspect-based Sentiment Analysis with Weighted Relational Graph Attention Network

Huo, Y, Jiang, D & Sahli, H 2021, Aspect-based Sentiment Analysis with Weighted Relational Graph Attention Network . in International Conference on Multimodal Interaction. ICMI 2021 Companion - Companion Publication of the 2021 International Conference on Multimodal Interaction, ACM Digital Library, pp. 63-70, International Conference on Multimodal Interaction, Montreal , Canada, 16/07/21 .

Autonomous Assembly Planning of Demonstrated Skills with Reinforcement Learning in Simulation

De Winter, J , El Makrini, I , Van de Perre, G , Nowe, A , Verstraten, T & Vanderborght, B 2021, ' Autonomous Assembly Planning of Demonstrated Skills with Reinforcement Learning in Simulation ', Autonomous Robots , vol. 45, no. 8, pp. 1097-1110.

AITIA: Embedded AI Techniques for Industrial Applications

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Evaluation framework for sub-daily rainfall extremes simulated by regional climate models

Van de Vyver, H, Van Schaeybroeck, B, De Troch, R , De Cruz, L , Hamdi, R, Villanueva-Birriel, C, Marbaix, P, van Ypersele, J-P, Wouters, H, Vanden Broucke, S , van Lipzig, NPM , Doutreloup, S, Wyard, C, Scholzen, C, Fettweis, X, Caluwaerts, S & Termonia, P 2021, ' Evaluation framework for subdaily rainfall extremes simulated by regional climate models ', Journal of Applied Meteorology and Climatology , vol. 60, no. 10, pp. 1423-1442.

Registration of magnetic resonance and computed tomography images in patients with oral squamous cell carcinoma for three-dimensional virtual planning of mandibular resection and reconstruction

Polfliet, M , Hendriks, MS, Guyader, J-M, ten Hove, I, Mast, H , Vandemeulebroucke, J , van der Lugt, A, Wolvius, EB & Klein, S 2021, ' Registration of magnetic resonance and computed tomography images in patients with oral squamous cell carcinoma for three-dimensional virtual planning of mandibular resection and reconstruction ', International Journal of Oral and Maxillofacial Surgery , vol. 50, no. 10, pp. 1386-1393.

Using clinical guidelines and card sheets for guiding the design of data-driven clinical pathways

Tegenaw, GS , Amenu, D, Ketema, G, Verbeke, F, Cornelis, J & Jansen, B 2021, ' Using clinical guidelines and card sheets for guiding the design of data-driven clinical pathways ', Journal of Health Informatics in Developing Countries , vol. 15, no. 2.

Evaluation framework for subdaily rainfall extremes simulated by regional climate models

Van de Vyver, H, Van Schaeybroeck, B, De Troch, R , De Cruz, L , Hamdi, R, Villanueva-Birriel, C, Marbaix, P, van Ypersele, J-P, Wouters, H, Vanden Broucke, S , van Lipzig, NPM , Doutreloup, S, Wyard, C, Scholzen, C, Fettweis, X, Caluwaerts, S & Termonia, P 2021, ' Evaluation framework for subdaily rainfall extremes simulated by regional climate models ', Journal of Applied Meteorology and Climatology , vol. 60, no. 10, pp. 1423-1442.

Transistor modelling for mm-Wave technology pathfinding

Parvais, B , Elkashlan, R , Yu, H, Sibaja-Hernandez, A, Vermeersch, B, Putcha, V, Cardinael, P, Rodriguez, R, Khaled, A, Alian, A, Peralagu, U, Zhao, M, Yadav, S, Gramegna, G, Driessche, JV & Collaert, N 2021, Transistor modelling for mm-Wave technology pathfinding . in SISPAD 2021 - 2021 International Conference on Simulation of Semiconductor Processes and Devices, Proceedings. International Conference on Simulation of Semiconductor Processes and Devices, SISPAD, vol. 2021-September, Institute of Electrical and Electronics Engineers Inc., pp. 247-250, 26th International Conference on Simulation of Semiconductor Processes and Devices, SISPAD 2021, Dallas, United States, 27/09/21 .

Comprehensive Performance Analysis of Objective Quality Metrics for Digital Holography

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Multipath Ghost Recognition for Indoor MIMO Radar

Feng, R, De Greef, E, Rykunov, M , Sahli, H , Pollin, S & Bourdoux, A 2021, ' Multipath Ghost Recognition for Indoor MIMO Radar ', IEEE Transactions on Geoscience and Remote Sensing , vol. 60.

A 67mW D-band FMCW I/Q Radar Receiver with an N-path Spillover Notch Filter in 28nm CMOS

Kankuppe Raghavendra Swamy, A , Park, S , Vaesen, K, Park, D-W, van Liempd, B , Wambacq, P & Craninckx, J 2021, A 67mW D-band FMCW I/Q Radar Receiver with an N-path Spillover Notch Filter in 28nm CMOS . in IEEE 47th European Solid State Circuits Conference (ESSCIRC), 2021. ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference, Proceedings, IEEE, pp. 471-474, IEEE 47th European Solid State Circuits Conference (ESSCIRC), 2021, 13/09/21 .

A 55–63 GHz fundamental Quad-Core VCO with NMOS-only stacked oscillator in 28 nm CMOS

Balamurali, S , Tsai, C-H , Mangraviti, G , Wambacq, P & Craninckx, J 2021, A 55–63 GHz fundamental Quad-Core VCO with NMOS-only stacked oscillator in 28 nm CMOS . in A 55–63 GHz fundamental Quad-Core VCO with NMOS-only stacked oscillator in 28 nm CMOS. ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference, Proceedings, IEEE, pp. 295-298, IEEE 47th European Solid State Circuits Conference (ESSCIRC), 2021, 13/09/21 .

A 47.5MHz BW 4.7mW 67dB SNDR Ringamp Based Discrete-Time Delta Sigma ADC

Moura Santana, L , Martens, E, Lagos Benites, JL, Hershberg, B , Wambacq, P & Craninckx, J 2021, A 47.5MHz BW 4.7mW 67dB SNDR Ringamp Based Discrete-Time Delta Sigma ADC . in ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference (ESSCIRC). ESSCIRC 2021 - IEEE 47th European Solid State Circuits Conference, Proceedings, IEEE, Grenoble, France, pp. 207-210, IEEE 47th European Solid State Circuits Conference, Grenoble, France, 13/09/21 .

Brain age as a surrogate marker for information processing speed in multiple sclerosis

Denissen, S , Engemann, DA, Cock, AD , Costers, L , Baijot, J , Laton, J , Penner, IK, Grothe, M, Kirsch, M, D’hooghe, MB, D’Haeseleer, M, Dive, D, Mey, JD , Schependom, JV , Sima, DM & Nagels, G 2021, Brain age as a surrogate marker for information processing speed in multiple sclerosis . MedRxiv.

Non-Invasive Intra-Abdominal Pressure Measurement by Means of Transient Radar Method: In Vitro Validation of a Novel Radar-Based Sensor

Tayebi, S , Pourkazemi, A , Malbrain, M & Stiens, J 2021, ' Non-Invasive Intra-Abdominal Pressure Measurement by Means of Transient Radar Method: In Vitro Validation of a Novel Radar-Based Sensor ', Sensors (Basel, Switzerland) , vol. 21, no. 18, 5999.

Decision Making in Multi-Objective Multi-Agent Systems: A Utility-Based Perspective

Radulescu, R 2021, ' Decision Making in Multi-Objective Multi-Agent Systems: A Utility-Based Perspective ', Doctor of Sciences, Vrije Universiteit Brussel, Brussels.

MosAIc: A Classical Machine Learning Multi-Classifier Based Approach against Deep Learning Classifiers for Embedded Sound Classification

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Evaluation of a no-reference image quality metric for projection X-ray imaging using a 3D printed patient-specific phantom

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Low-Frequency noise investigation of AlGaN/GaN high-electron-mobility transistors

Glória Caño de Andrade, M, Felipe de Oliveira Bergamim, L, Baptista Júnior, B, Roberto Nogueira, C, Alex da Silva, F, Takakura, K , Parvais, B & Simoen, E 2021, ' Low-Frequency noise investigation of AlGaN/GaN high-electron-mobility transistors ', Solid-State Electronics , vol. 183, 108050.

Analog performance of GaN/AlGaN high-electron-mobility transistors

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The interrelationship between grip work, self-perceived fatigue and pre-frailty in community-dwelling octogenarians

Gerontopole Brussels Study group , Knoop, V , Costenoble, A , Debain, A , Vella Azzopardi, R , Vermeiren, S , van Laere, S , Jansen, B , Scafoglieri, A , Bautmans, I , Verté, D , Beyer, I , Petrovic, M , De Donder, L , Kardol, T , Rossi, G , Clarys, P , Cattrysse, E & de Hert, P 2021, ' The interrelationship between grip work, self-perceived fatigue and pre-frailty in community-dwelling octogenarians ', Experimental Gerontology , vol. 152, 111440.

The interrelationship between grip work, self-perceived fatigue and pre-frailty in community-dwelling octogenarians

Gerontopole Brussels Study group , Knoop, V , Costenoble, A , Debain, A , Vella Azzopardi, R , Vermeiren, S , van Laere, S , Jansen, B , Scafoglieri, A , Bautmans, I , Verté, D , Beyer, I , Petrovic, M , De Donder, L , Kardol, T , Rossi, G , Clarys, P , Cattrysse, E & de Hert, P 2021, ' The interrelationship between grip work, self-perceived fatigue and pre-frailty in community-dwelling octogenarians ', Experimental Gerontology , vol. 152, 111440.

Action Unit Driven Facial Expression Synthesis from a Single Image with Patch Attentive GAN

Zhao, Y , Yang, L, Pei, E, Oveneke, MC, Alioscha-Perez, M, Jiang, D , Sahli, H & Li , L 2021, ' Action Unit Driven Facial Expression Synthesis from a Single Image with Patch Attentive GAN ', Computer Graphics Forum , vol. 40, no. 6, pp. 47-61.

Current-assisted SPAD sensors fabricated in conventional CMOS process

Jegannathan, G 2021, ' Current-assisted SPAD sensors fabricated in conventional CMOS process ', Doctor of Engineering Sciences, Vrije Universiteit Brussel, Brussels.

"Novel pulse-driver circuits to power VCSEL arrays"

Jegannathan, G 2021, ' Current-assisted SPAD sensors fabricated in conventional CMOS process ', Doctor of Engineering Sciences, Vrije Universiteit Brussel, Brussels.

A Deep Learning Multimodal Method for Precipitation Estimation

Moraux, A , Dewitte, S , Cornelis, B & Munteanu, A 2021, ' A Deep Learning Multimodal Method for Precipitation Estimation ', Remote Sensing , vol. 13, no. 16, 3278.

Deep Learning-Based Automated Extraction of Anthropometric Measurements from a Single 3D Scan

Nourbakhsh Kaashki, N , Hu, P & Munteanu, A 2021, ' Deep Learning-Based Automated Extraction of Anthropometric Measurements from a Single 3D Scan ', IEEE Transactions on Instrumentation and Measurement , vol. 70, 9517270.

A Review on Fact Extraction and Verification

Bekoulis, I , Papagiannopoulou, C & Deligiannis, N 2021, ' A Review on Fact Extraction and Verification ', ACM Computing Surveys , pp. 1-35.

NDT inspection on TRC and precast concrete sandwich panels: A review

Ospitia, N , Tsangouri, E , Pourkazemi, A , Stiens, J & Angelis, D 2021, ' NDT inspection on TRC and precast concrete sandwich panels: A review ', Construction and Building Materials , vol. 296, 123622.

JPEG Fake Media: a provenance-based sustainable approach to secure and trustworthy media annotation

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Adopting the JPEG universal metadata box format for media authenticity annotations

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Interpreting a black box predictor to gain insights into early folding mechanisms

Grau, I , Nowé, A & Vranken, W 2021, ' Interpreting a black box predictor to gain insights into early folding mechanisms ', Computational and Structural Biotechnology Journal , vol. 19, pp. 4919-4930.

The effect of augmented reality on the accuracy and learning curve of external ventricular drain placement

Van Gestel, F , Frantz, T , Vannerom, C , Verhellen, A , Gallagher, AG , Elprama, SA , Jacobs, A , Buyl, R , Bruneau, M , Jansen, B , Vandemeulebroucke, J , Scheerlinck, T & Duerinck, J 2021, ' The effect of augmented reality on the accuracy and learning curve of external ventricular drain placement ', Neurosurgical focus , vol. 51, no. 2, E8, pp. 1-9.

Transpulmonary thermodilution during extracorporeal organ support (ECOS): is it worth it?A brief commentary on the effects of the extracorporeal circuit on TPTD-derived parameters

Minini, A , Raes, M , Taccone, FS & Malbrain, MLNG 2021, ' Transpulmonary thermodilution during extracorporeal organ support (ECOS): is it worth it?A brief commentary on the effects of the extracorporeal circuit on TPTD-derived parameters ', Journal of Clinical Monitoring and Computing , vol. 35, no. 4, pp. 681-687.

On Nash Equilibria for Multi-Objective Normal Form Games under Scalarised Expected Returns versus Expected Scalarised Returns

Röpke, W , Roijers, DM , Nowe, A & Radulescu, R 2021, ' On Nash Equilibria for Multi-Objective Normal Form Games under Scalarised Expected Returns versus Expected Scalarised Returns ', Paper presented at Multi-Objective Decision Making Workshop 2021, 14/07/21 - 16/07/21 .

On Following Pareto-Optimal Policies in Multi-Objective Planning and Reinforcement Learning

Roijers, DM , Röpke, W , Nowe, A & Radulescu, R 2021, ' On Following Pareto-Optimal Policies in Multi-Objective Planning and Reinforcement Learning ', Paper presented at Multi-Objective Decision Making Workshop 2021, 14/07/21 - 16/07/21 .

Security enhanced Emergency Situation Detection System for Ambient Assisted Living

Shabisha, P , Sandeepa, C, Moremada, C, Dissanayaka, N, Gamage, T , Braeken, A , Steenhaut, K & Liyanage, M 2021, ' Security enhanced Emergency Situation Detection System for Ambient Assisted Living ', IEEE Open Journal on the Computer Society , vol. 2, pp. 241-259.

Fast Low-Precision Computer-Generated Holography on GPU

Blinder, D & Schelkens, P 2021, ' Fast Low-Precision Computer-Generated Holography on GPU ', Applied Sciences , vol. 11, no. 13, 6235.

An Overview of CMOS Photodetectors Utilizing Current-Assistance for Swift and Efficient Photo-Carrier Detection

Jegannathan, G , Ingelberts, H , Boulanger, S , Lapauw, T , Van Den Dries, T , Seliuchenko, V & Kuijk, M 2021, ' An Overview of CMOS Photodetectors Utilizing Current-Assistance for Swift and Efficient Photo-Carrier Detection ', Sensors (Basel, Switzerland) , vol. 21, no. 13, 4576.

Distinguishing original and non-original stands at the Zhanjiang Mangrove National Nature Reserve (P.R. China): remote sensing and GIS for conservation and ecological research

Durango Cordero, JS, Satyanarayana, B , Chan, JC-W , Bogaert, J & Dahdouh Guebas, F 2021, ' Distinguishing original and non-original stands at the Zhanjiang Mangrove National Nature Reserve (P.R. China): remote sensing and GIS for conservation and ecological research ', Remote Sensing , vol. 13, no. 14, 2781, pp. 1-22.

A 28-nm-CMOS Based 145-GHz FMCW Radar: System, Circuits, and Characterization

Visweswaran, A, Vaesen, K, Glassee, M , Kankuppe Raghavendra Swamy, A , Sinha, S, Desset, C, Gielen, T, Bourdoux, A & Wambacq, P 2021, ' A 28-nm-CMOS Based 145-GHz FMCW Radar: System, Circuits, and Characterization ', IEEE Journal of Solid-State Circuits , vol. 56, no. 7, 9316217, pp. 1975-1993.

Hip implants can restore anatomical and medialized rotation centres in most cases: a 3D templating study comparing four implantation strategies

Scheerlinck, T , De Winter, E , Sas, A, Kolk, S , Van Gompel, G & Vandemeulebroucke, J 2021, ' Hip implants can restore anatomical and medialized rotation centres in most cases: a 3D templating study comparing four implantation strategies ', Bone & joint open , vol. 2, no. 7, pp. 476-485.

Repeatability and reproducibility of ADC measurements: a prospective multicenter whole-body-MRI study

Michoux, NF , Ceranka, JW , Vandemeulebroucke, J , Peeters, F, Lu, P, Absil, J, Triqueneaux, P, Collette, L , Willekens, I , Brussaard, C , Debeir, O , Hahn, S , Raeymaekers, H , de Mey, J , Metens, T & Lecouvet, FE 2021, ' Repeatability and reproducibility of ADC measurements: a prospective multicenter whole-body-MRI study ', European Radiology , vol. 31, no. 7, pp. 4514-4527.

Validation of dynamic subjective quality assessment methodology for holographic coding solutions

Ahar, A , Pereira, M , Birnbaum, T , Pinheiro, A & Schelkens, P 2021, Validation of dynamic subjective quality assessment methodology for holographic coding solutions . in 2021 13th International Conference on Quality of Multimedia Experience, QoMEX 2021. , 9465388, 2021 13th International Conference on Quality of Multimedia Experience, QoMEX 2021, IEEE, pp. 7-12, Qomex 2021 (International Conference on Quality of Multimedia Experience), 14/06/21 .

ELASTIC AND ELECTROMAGNETIC WAVE MONITORING OF TRC DURING CURING

Ospitia, N , Tsangouri, E , Stiens, J , Pourkazemi, A & Angelis, D 2021, ELASTIC AND ELECTROMAGNETIC WAVE MONITORING OF TRC DURING CURING . in Conference proceedings Ferro13. Rutgers University, pp. 356-363, THE 13TH INTERNATIONAL SYMPOSIUM ON FERROCEMENT AND THIN FIBER REINFORCED INORGANIC MATRICES LYON, FRANCE, JUNE 21-23, 2021, Lyon, France, 21/06/21 .

Opponent Learning Awareness and Modelling in Multi-Objective Normal Form Games

Radulescu, R , Verstraeten, T , Zhang, Y, Mannion, P , Roijers, DM & Nowe, A 2021, ' Opponent Learning Awareness and Modelling in Multi-Objective Normal Form Games ', Neural Computing & Applications , vol. 34, no. 3, pp. 1759-1781.

Solid state qubits: How learning from CMOS fabrication can speed-up progress in Quantum Computing

Radu, IP, Li, R, Potocnik, A, Ivanov, T, Wan, D, Kubicek, S, Dumoulin Stuyck, NI, Verjauw, J, Jussot, J, Canvel, Y, Godfrin, C, Mongillo, M, Acharya, R, Elsayed, A, Shehata, M, Piao, X, Pacco, A, Souriau, L, Couet, S, Chan, BT, Craninckx, J , Parvais, B , Grill, A, Narasimhamoorthy, S, Van Winckel, S, Brebels, S, Mohiyaddin, FA, Simion, G & Govoreanu, B 2021, Solid state qubits: How learning from CMOS fabrication can speed-up progress in Quantum Computing . in 2021 Symposium on VLSI Circuits, VLSI Circuits 2021. , 9492397, IEEE Symposium on VLSI Circuits, Digest of Technical Papers, vol. 2021-June, Institute of Electrical and Electronics Engineers Inc., 35th Symposium on VLSI Circuits, VLSI Circuits 2021, Virutal, Online, 13/06/21 .

A Performance Comparison of Virtualization Techniques to Deploy a 5G Monitoring Platform

Benedetti, P , Perez, R, Pergolesi, M, Garcia-Reinoso, J, Zabala, A, Serrano, P, Femminella, M, Reali, G & Banchs, A 2021, A Performance Comparison of Virtualization Techniques to Deploy a 5G Monitoring Platform . in 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit). , 9482570, 2021 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2021, IEEE, pp. 472-477, 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), Porto, Portugal, 8/06/21 .

A 39GHz T/R front-end module achieving 25.6% PAEmax, 20dBm Psat, 5.7dB NF, and -13dBm IIP3 in 22nm FD-SOI for 5G communications

Zong, Z , Nguyen, J , Liu, Y, Zhang, Y , Tang, X , Mangraviti, G & Wambacq, P 2021, A 39GHz T/R front-end module achieving 25.6% PAEmax, 20dBm Psat, 5.7dB NF, and -13dBm IIP3 in 22nm FD-SOI for 5G communications . in 2021 IEEE Radio Frequency Integrated Circuits Symposium (RFIC). , 9490466, Digest of Papers - IEEE Radio Frequency Integrated Circuits Symposium, vol. 2021-June, IEEE, pp. 23-26, 2021 IEEE Radio Frequency Integrated Circuits Symposium (RFIC), Atlanta, United States, 7/06/21 .

A 140 GHz T/R Front-End Module in 22 nm FD-SOI CMOS

Tang, X , Nguyen, J , Mangraviti, G, Zong, Z & Wambacq, P 2021, A 140 GHz T/R Front-End Module in 22 nm FD-SOI CMOS . in 2021 IEEE Radio Frequency Integrated Circuits Symposium (RFIC). , 9490470, Digest of Papers - IEEE Radio Frequency Integrated Circuits Symposium, vol. 2021-June, IEEE, pp. 35-38, 2021 IEEE Radio Frequency Integrated Circuits Symposium (RFIC), Atlanta, United States, 7/06/21 .

A Wideband 62-mW 60-GHz FMCW Radar in 28-nm CMOS

Kankuppe Raghavendra Swamy, A , Park, S , Renukaswamy, PT , Wambacq, P & Craninckx, J 2021, ' A Wideband 62-mW 60-GHz FMCW Radar in 28-nm CMOS ', IEEE Transactions on Microwave Theory and Techniques , vol. 69, no. 6, 9425024, pp. 2921-2935.

Time Evolution of DIBL in Gate-All-Around Nanowire MOSFETs during Hot-Carrier Stress

Gupta, A , Gupta, C, Veloso, A , Parvais, B & Dixit, A 2021, ' Time Evolution of DIBL in Gate-All-Around Nanowire MOSFETs during Hot-Carrier Stress ', IEEE Transactions on Electron Devices , vol. 68, no. 6, 9424168, pp. 2641-2646.

Understanding the Impact of Evidence-Aware Sentence Selection for Fact Checking

Bekoulis, I , Papagiannopoulou, C & Deligiannis, N 2021, Understanding the Impact of Evidence-Aware Sentence Selection for Fact Checking . in Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda. Association for Computational Linguistics, pp. 23-28, 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics, 6/06/21 .

Learning to Estimate the Body Shape Under Clothing from a Single 3D Scan

Hu, P , Nourbakhsh Kaashki, N , Dadarlat, V & Munteanu, A 2021, ' Learning to Estimate the Body Shape Under Clothing from a Single 3D Scan ', IEEE transactions on industrial informatics , vol. 17, no. 6, 9166710, pp. 3793-3802.

Evolution of lung function and chest CT 6 months after COVID-19 pneumonia: Real-life data from a Belgian University Hospital

Stylemans, D , Smet, J , Hanon, S , Schuermans, D , Ilsen, B , Vandemeulebroucke, J , Vanderhelst, E & Verbanck, S 2021, ' Evolution of lung function and chest CT 6 months after COVID-19 pneumonia: Real-life data from a Belgian University Hospital ', Respiratory Medicine , vol. 182, 106421.

Design and Analysis of a 28 GHz T/R Front-End Module in 22-nm FD-SOI CMOS Technology

Tang, X , Liu, Y, Mangraviti, G, Zong, Z, Khalaf, K, Zhang, Y, Wu, W-M, Chen, S-H, Debaillie, B & Wambacq, P 2021, ' Design and Analysis of a 28 GHz T/R Front-End Module in 22-nm FD-SOI CMOS Technology ', IEEE Transactions on Microwave Theory and Techniques , vol. 69, no. 6, 9366313, pp. 2841-2853.

A 28-GHz SOI-CMOS Doherty Power Amplifier With a Compact Transformer-Based Output Combiner

Zong, Z , Tang, X , Khalaf, K , Yan, D , Mangraviti, G , Nguyen, J , Liu, Y & Wambacq, P 2021, ' A 28-GHz SOI-CMOS Doherty Power Amplifier With a Compact Transformer-Based Output Combiner ', IEEE Transactions on Microwave Theory and Techniques , vol. 69, no. 6, 9380573, pp. 2795-2808.

Combining mobile air quality sensor data and machine learning for more fine-grained air quality assessments in urban areas

Hofman, J, Nikolaou, M , Do Huu, T , Qin, X , Rodrigo Bonet, E , Philips, W , Deligiannis, N & Panzica La Manna, V 2021, Combining mobile air quality sensor data and machine learning for more fine-grained air quality assessments in urban areas . in Meteorology and Climate Modeling for Air Quality Conference . UC Davis Conference Center, pp. 1-1, Meteorology and Climate Modeling for Air Quality Conference , Davis, United States, 14/09/21 .

A Multi-radar Architecture for Human Activity Recognition in Indoor Kitchen Environments

Gorji, A, Bauduin, M , Sahli, H & Bourdoux, A 2021, A Multi-radar Architecture for Human Activity Recognition in Indoor Kitchen Environments . in IEEE Radar Conference: Radar on the Move, RadarConf 2021. , 9455238, IEEE National Radar Conference - Proceedings, vol. 2021-May, IEEE, pp. 1-6.

Context-aware human trajectories prediction via latent variational model

Diaz Berenguer, A , Alioscha-Perez, M, Oveneke, MC & Sahli, H 2021, ' Context-aware human trajectories prediction via latent variational model ', IEEE Transactions on Circuits and Systems for Video Technology , vol. 31, no. 5, 9160982, pp. 1876-1889.

Communication Strategies in Multi-Objective Normal-Form Games

Röpke, W , Radulescu, R , Roijers, DM & Nowe, A 2021, ' Communication Strategies in Multi-Objective Normal-Form Games ', Paper presented at Adaptive and Learning Agents Workshop 2021 , 3/05/21 - 4/05/21 .

XCycles Backprojection Acoustic Super-Resolution

Almasri, F , Vandendriessche, J , Segers, L , da Silva, B , Braeken, A , Steenhaut, K , Touhafi, A & Debeir, O 2021, ' XCycles Backprojection Acoustic Super-Resolution ', Sensors (Basel, Switzerland) , vol. 21, no. 10, 3453, pp. 1-20.

Evaluating lower limb kinematics and pathology with dynamic CT A NARRATIVE REVIEW

Buzzatti, L , Keelson, B , Vanlauwe, J , Buls, N , De Mey, J , Vandemeulebroucke, J , Cattrysse, E & Scheerlinck, T 2021, ' Evaluating lower limb kinematics and pathology with dynamic CT ', BONE & JOINT JOURNAL , vol. 103B, no. 5, pp. 822-827.

Photorealistic computer generated holography with global illumination and path tracing

Blinder, D , Chlipala, M, Kozacki, T & Schelkens, P 2021, ' Photorealistic computer generated holography with global illumination and path tracing ', Optics Letters , vol. 46, no. 9, pp. 2188-2191.

Attention Networks for the Quality Enhancement of Light Field Images

Schiopu, I & Munteanu, A 2021, ' Attention Networks for the Quality Enhancement of Light Field Images ', Sensors , vol. 21, no. 9, 3246, pp. 1-19.

Evaluating lower limb kinematics and pathology with dynamic CT

Buzzatti, L , Keelson, B , Vanlauwe, J , Buls, N , De Mey, J , Vandemeulebroucke, J , Cattrysse, E & Scheerlinck, T 2021, ' Evaluating lower limb kinematics and pathology with dynamic CT ', BONE & JOINT JOURNAL , vol. 103B, no. 5, pp. 822-827.

Understanding the memory window in 1T-FeFET memories: A depolarization field perspective

Kaczmarek, K, Bardon, MG, Xiang, Y, Breuil, L, Ronchi, N , Parvais, B , Groeseneken, G & Van Houdt, J 2021, Understanding the memory window in 1T-FeFET memories: A depolarization field perspective . in 2021 IEEE International Memory Workshop, IMW 2021 - Proceedings. , 9439597, 2021 IEEE International Memory Workshop, IMW 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 40-43, 2021 IEEE International Memory Workshop, IMW 2021, Dresden, Germany, 16/05/21 .

MaskLayer: Enabling scalable deep learning solutions by training embedded feature sets

Royen, RD , Denis, L , Bolsée, Q , Hu, P & Munteanu, A 2021, ' MaskLayer: Enabling scalable deep learning solutions by training embedded feature sets ', Neural Networks , vol. 137, pp. 43-53.

Blue-violet emission of silicon carbonitride thin films prepared by sputtering and annealing treatment

Cheng, C & Stiens, J 2021, ' Blue-violet emission of silicon carbonitride thin films prepared by sputtering and annealing treatment ', Applied Surface Science , vol. 546, 149121.

3DBodyNet: Fast Reconstruction of 3D Animatable Human Body Shape from a Single Commodity Depth Camera

Hu, P , Ho, ES & Munteanu, A 2021, ' 3DBodyNet: Fast Reconstruction of 3D Animatable Human Body Shape from a Single Commodity Depth Camera ', IEEE Transactions on Multimedia , vol. 24, pp. 2139-2149.

LTLf-based Reward Shaping for Reinforcement Learning

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Health-aware control using spectral coherence maps and successor features.

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GPU-accelerated calculation of computer-generated holograms for line-drawn objects

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The Effect of Space-filling Curves on the Efficiency of Hand Gesture Recognition Based on sEMG Signals

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Model-predictive control and reinforcement learning in multi-energy system case studies

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Deep-Learning-Based Dynamic Range Compression for 3D Scene Hologram

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Designing Interpretable Recurrent Neural Networks for Video Reconstruction Via Deep Unfolding

Van Luong, H , Joukovsky, BJ & Deligiannis, N 2021, ' Designing Interpretable Recurrent Neural Networks for Video Reconstruction Via Deep Unfolding ', IEEE Transactions on Image Processing , vol. 30, 9394770, pp. 4099 - 4113.

The role of hippocampal theta oscillations in working memory impairment in multiple sclerosis

Costers, L , Van Schependom, J , Laton, J , Baijot, J , Sjøgård, M, Wens, V, De Tiège, X, Goldman, S , D'Haeseleer, M , D'hooghe, MB , Woolrich, M & Nagels, G 2021, ' The role of hippocampal theta oscillations in working memory impairment in multiple sclerosis ', Human Brain Mapping , vol. 42, no. 5, pp. 1376-1390.

Signal quality as Achilles’ heel of graph theory in functional magnetic resonance imaging in multiple sclerosis

Baijot, J , Denissen, S , Costers, L , Gielen, J, Cambron, M , D'Haeseleer, M , D'Hooghe, M , Vanbinst, A-M , De Mey, J , Van Schependom, J & Nagels, G 2021, ' Signal quality as Achilles’ heel of graph theory in functional magnetic resonance imaging in multiple sclerosis ', Scientific Reports , vol. 11, no. 1, 7376, pp. 7376.

Toward the inclusion of end-to-end security in the OM2M platform

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On the performance of objective quality metrics for lightfields

Mahmoudpour, S & Schelkens, P 2021, ' On the performance of objective quality metrics for lightfields ', Signal Processing: Image Communication , vol. 93, 116179.

Method for registration of 3D shapes without overlap for known 3D priors

Hu, P & Munteanu, A 2021, ' Method for registration of 3D shapes without overlap for known 3D priors ', Electronics Letters , vol. 57, no. 9, pp. 357-359.

Hilbert sEMG data scanning for hand gesture recognition based on deep learning

Tsinganos, P , Cornelis, B , Jansen, B , Cornelis, JPH & Skodras, A 2021, ' Hilbert sEMG data scanning for hand gesture recognition based on deep learning ', Neural Computing & Applications , vol. 33, no. 7, pp. 2645-2666.

Compact Modeling of Multidomain Ferroelectric FETs: Charge Trapping, Channel Percolation, and Nucleation-Growth Domain Dynamics

Xiang, Y, Bardon, MG, Kaczer, B, Alam, MNK, Ragnarsson, L-A, Kaczmarek, K , Parvais, B , Groeseneken, G & Houdt, JV 2021, ' Compact Modeling of Multidomain Ferroelectric FETs: Charge Trapping, Channel Percolation, and Nucleation-Growth Domain Dynamics ', IEEE Transactions on Electron Devices , vol. 68, no. 4, 9336322, pp. 2107-2115.

A survey of iris datasets

Omelina, L , Goga, J, Pavlovicova, J, Oravec, M & Jansen, B 2021, ' A survey of iris datasets ', Image and Vision Computing , vol. 108, 104109, pp. 1-20.

A Multi-Agent Reinforcement Learning Approach to Wind Farm Control

Verstraeten, T 2021, ' A Multi-Agent Reinforcement Learning Approach to Wind Farm Control ', Doctor of Philosophy, Vrije Universiteit Brussel.

Evaluation of regional climate models ALARO-0 and REMO2015 at 0.22° resolution over the CORDEX Central Asia domain

Top, S, Kotova, L , De Cruz, L , Aniskevich, S, Bobylev, L, De Troch, R, Gnatiuk, N, Gobin, A, Hamdi, R, Kriegsmann, A, Reca Remedio, A, Sakalli, A, Van De Vyver, H, Van Schaeybroeck, B, Zandersons, V, De Maeyer, P, Termonia, P & Caluwaerts, S 2021, ' Evaluation of regional climate models ALARO-0 and REMO2015 at 0.22° resolution over the CORDEX Central Asia domain ', Geoscientific Model Development , vol. 14, no. 3, pp. 1267-1293.

Street-level Air Quality Inference Based on Geographically Context-aware Random Forest Using Opportunistic Mobile Sensor Network

Qin, X , Do Huu, T , Hofman, J , Rodrigo Bonet, E , Panzica La Manna, V , Deligiannis, N & Philips, W 2021, Street-level Air Quality Inference Based on Geographically Context-aware Random Forest Using Opportunistic Mobile Sensor Network . in International Conference on Innovation in Artificial Intelligence (ICIAI 2021).. Association for Computing Machinery (ACM), pp. 1-10, 2021 International Conference on Innovation in Artificial Intelligence, China, 5/03/21 .

Time Slotted Channel Hopping and ContikiMAC for IPv6 Multicast-Enabled Wireless Sensor Networks

Hunde, E , Deac, D , Thielemans, S , Carlier, M , Steenhaut, K , Braeken, A & Dobrota, V 2021, ' Time Slotted Channel Hopping and ContikiMAC for IPv6 Multicast-Enabled Wireless Sensor Networks ', Sensors , vol. 21, no. 5, 1771, pp. 1-27.

A Systematic Literature Review of the Successors of ‘NeuroEvolution of Augmenting Topologies’

Papavasileiou, E , Cornelis, JPH & Jansen, B 2021, ' A Systematic Literature Review of the Successors of ‘NeuroEvolution of Augmenting Topologies’ ', Evolutionary Computation , vol. 29, no. 1, pp. 1-73.

Reliability and Variability-Aware DTCO Flow: Demonstration of Projections to N3 FinFET and Nanosheet Technologies

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On the impact of buffer and GaN-channel thickness on current dispersion for GaN-on-Si RF/mmWave devices

Putcha, V, Cheng, L, Alian, A, Zhao, M, Lu, H , Parvais, B , Waldron, N, Linten, D & Collaert, N 2021, On the impact of buffer and GaN-channel thickness on current dispersion for GaN-on-Si RF/mmWave devices . in 2021 IEEE International Reliability Physics Symposium, IRPS 2021 - Proceedings. , 9405139, IEEE International Reliability Physics Symposium Proceedings, vol. 2021-March, Institute of Electrical and Electronics Engineers Inc., 2021 IEEE International Reliability Physics Symposium, IRPS 2021, Virtual, Monterey, United States, 21/03/21 .

A BSIM-Based Predictive Hot-Carrier Aging Compact Model

Xiang, Y, Tyaginov, S, Vandemaele, M, Wu, Z, Franco, J, Bury, E, Truijen, B , Parvais, B , Linten, D & Kaczer, B 2021, A BSIM-Based Predictive Hot-Carrier Aging Compact Model . in 2021 IEEE International Reliability Physics Symposium, IRPS 2021 - Proceedings. , 9405222, IEEE International Reliability Physics Symposium Proceedings, vol. 2021-March, Institute of Electrical and Electronics Engineers Inc., 2021 IEEE International Reliability Physics Symposium, IRPS 2021, Virtual, Monterey, United States, 21/03/21 .

Experimental Validation of Process-Induced Variability Aware SPICE Simulation Platform for Sub-20 nm FinFET Technologies

Rawat, A, Sharan, N, Jang, D, Chiarella, T, Bufler, FM, Catthoor, F , Parvais, B & Ganguly, U 2021, ' Experimental Validation of Process-Induced Variability Aware SPICE Simulation Platform for Sub-20 nm FinFET Technologies ', IEEE Transactions on Electron Devices , vol. 68, no. 3, 9350200, pp. 976-980.

Fatigue and the prediction of negative health outcomes: a systematic review with meta- analysis: poster

Knoop, V , Cloots, B , Costenoble, A , Debain, A , Vella Azzopardi, R , Vermeiren, S , Jansen, B , Scafoglieri, A & Bautmans, I 2021, ' Fatigue and the prediction of negative health outcomes: a systematic review with meta- analysis: poster ', BVGG-SBGG Wintermeeting 2021, Belgium, 26/02/21 - 27/02/21 .

Spatiotemporal Air Quality Inference of Low-Cost Sensor Data Application on a Cycling Monitoring Network

Hofman, J , Do Huu, T , Qin, X , Rodrigo Bonet, E , Niko-laou, M, Philips, W , Deligiannis, N & Panzica La Manna, V 2021, Spatiotemporal Air Quality Inference of Low-Cost Sensor Data Application on a Cycling Monitoring Network . in A Del Bimbo, R Cucchiara, S Sclaroff, GM Farinella, T Mei, M Bertini, HJ Escalante & R Vezzani (eds), ICPR International Workshops and Challenges: Lecture Notes in Computer Science. vol. 12666, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12666 LNCS, Springer, pp. 139-147, Workshop on "Machine Learning Advances Environmental Science (MAES), Milan, Italy, 10/01/21 .

The Value of Self-Reported Cognitive Performance in low, medium and high EDSS

Van Laethem, D , De Cock, A , Van Schependom, J , Benedict, RHB , Nagels, G & D'Hooghe, MB 2021, ' The Value of Self-Reported Cognitive Performance in low, medium and high EDSS ', ACTRIMS Forum 2021, United States, 25/02/21 - 27/02/21 .

Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization

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Brain dysconnectivity relates to disability and cognitive impairment in multiple sclerosis

Sjøgård, M, Wens, V , Van Schependom, J , Costers, L , D'hooghe, M , D'haeseleer, M , Woolrich, M, Goldman, S , Nagels, G & De Tiège, X 2021, ' Brain dysconnectivity relates to disability and cognitive impairment in multiple sclerosis ', Human Brain Mapping , vol. 42, no. 3, pp. 626-643.

A Reflection-Coefficient Sensor for 28GHz Beamforming Transmitters in 22nm FD-SOI CMOS

Zhang, Y , Mangraviti, G , Nguyen, J , Zong, Z & Wambacq, P 2021, ' A Reflection-Coefficient Sensor for 28GHz Beamforming Transmitters in 22nm FD-SOI CMOS ', Digest of technical papers - IEEE International Solid-State Circuits Conference , vol. 64, pp. 360-362.

Correlates of patient-reported cognitive performance with regard to disability

Van Laethem, D , De Cock, A , Van Schependom, J , Benedict, RHB , Nagels, G & D'Hooghe, MB 2021 ' Correlates of patient-reported cognitive performance with regard to disability ' MedRxiv.

The Value of Self-Reported Cognitive Performance in low, medium and high EDSS

Van Laethem, D , De Cock, A , Van Schependom, J , Benedict, RHB , Nagels, G & D'Hooghe, MB 2021 ' Correlates of patient-reported cognitive performance with regard to disability ' MedRxiv.

Smart Textiles and Sensorized Garments for Physiological Monitoring: A Review of Available Solutions and Techniques

Angelucci, A, Cavicchioli, M, Cintorrino, IA, Lauricella, G , Rossi, C , Strati, S & Aliverti, A 2021, ' Smart Textiles and Sensorized Garments for Physiological Monitoring: A Review of Available Solutions and Techniques ', Sensors , vol. 21, no. 3, 814, pp. 1-23.

M3-AC: A Multi-Mode Multithread SoC FPGA Based Acoustic Camera

Vandendriessche, J , da Silva, B , Lhoest, LC , Braeken, A & Touhafi, A 2021, ' M3-AC: A Multi-Mode Multithread SoC FPGA Based Acoustic Camera ', Electronics , vol. 10, no. 3, 317, pp. 1-36.

A concise overview of non-invasive intra-abdominal pressure measurement techniques: from bench to bedside

Tayebi, S , Gutiérrez Ruiz, A , Mohout, I, Smets, E, Wise, R, H. Stiens, J & Malbrain, MLNG 2021, ' A concise overview of non-invasive intra-abdominal pressure measurement techniques: from bench to bedside ', Journal of Clinical Monitoring and Computing , vol. 35, no. 1, pp. 51-70.

Lightweight PUF based authentication scheme for fog architecture

De Smet, R , Vandervelden, T , Steenhaut, K & Braeken, A 2021, ' Lightweight PUF based authentication scheme for fog architecture ', Wireless Networks , vol. 27, no. 2, pp. 947-959.

A Theoretical Association Time Model for IEEE 802.15. 4 TSCH Networks

Garcia Algora, CM, Ortiz Guerra, E, Montejo-Sánchez, S, García Fernandéz, EM & Steenhaut, K 2021, ' A Theoretical Association Time Model for IEEE 802.15. 4 TSCH Networks ', IEEE communications letters , vol. 25, no. 2, 9234463, pp. 656-659.

A concise overview of non-invasive intra-abdominal pressure measurement techniques: from bench to bedside

Tayebi, S , Gutierrez, A, Mohout, I, Smets, E, Wise, R , Stiens, J & Malbrain, MLNG 2021, ' A concise overview of non-invasive intra-abdominal pressure measurement techniques: from bench to bedside ', Journal of Clinical Monitoring and Computing , vol. 35, no. 1, pp. 51-70.

Experimental Analysis of the Application of Serverless Computing to IoT Platforms

Benedetti, P , Femminella, M, Reali, G & Steenhaut, K 2021, ' Experimental Analysis of the Application of Serverless Computing to IoT Platforms ', Sensors , vol. 21, no. 3, 928, pp. 1-20.

Generalized Boltzmann relations in semiconductors including band tails

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JPEG Pleno holography: scope and technology validation procedures

Kizhakkumkara Muhamad, R , Birnbaum, T , Gilles, A , Mahmoudpour, S , Oh, K-J, Pereira, M, Perra, C, Pinheiro, A & Schelkens, P 2021, ' JPEG Pleno holography: scope and technology validation procedures ', Applied Optics , vol. 60, no. 3, pp. 641-651.

DC and RF Characterization of Nano-ridge HBT Technology Integrated on 300 mm Si Substrates

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An interactive holographic projection system that uses a hand-drawn interface with a consumer CPU

Nishitsuji, T, Kakue, T , Blinder, D , Shimobaba, T & Ito, T 2021, ' An interactive holographic projection system that uses a hand-drawn interface with a consumer CPU ', Scientific Reports , vol. 11, no. 1, 147, pp. 147.

Real-Time Instance Segmentation of Traffic Videos for Embedded Devices

Panero Martinez, R , Schiopu, I , Cornelis, B & Munteanu, A 2021, ' Real-Time Instance Segmentation of Traffic Videos for Embedded Devices ', Sensors , vol. 21, no. 1, 275.

Statistical postprocessing for weather forecasts review, challenges, and avenues in a big data world

Vannitsem, S, Bremnes, JB, Demaeyer, J, Evans, GR, Flowerdew, J, Hemri, S, Lerch, S, Roberts, N, Theis, S, Atencia, A, Bouallègue, ZB, Bhend, J, Dabernig, M , de Cruz, L , Hieta, L, Mestre, O, Moret, L, Plenkovic, IO, Schmeits, M, Taillardat, M, van den Bergh, J, van Schaeybroeck, B, Whan, K & Ylhaisi, J 2021, ' Statistical postprocessing for weather forecasts review, challenges, and avenues in a big data world ', Bulletin of the American Meteorological Society , vol. 102, no. 3, pp. E681-E699.

Augmented Reality-Assisted Neurosurgical Drain Placement (ARANED: Technical Note

Van Gestel, F , Frantz, T , Soomro, MH , Elprama, SA , Vannerom, C , Jacobs, A , Vandemeulebroucke, J , Jansen, B , Scheerlinck, T & Duerinck, J 2021, ' Augmented Reality-Assisted Neurosurgical Drain Placement (ARANED): Technical Note ', Acta Neurochirurgica. Supplementum , vol. 131, no. 1, pp. 267-273.

Defect engineering for monolithic integration of III-V semiconductors on silicon substrates

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A Simple Three-Step Approach for the Automatic Detection of Exaggerated Statements in Health Science News

Patro, J 2021, A Simple Three-Step Approach for the Automatic Detection of Exaggerated Statements in Health Science News . in Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021, Online, April 19 - 23, 2021. EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, pp. 3293-3305.

Deep Reinforcement Learning for Large-Scale Epidemic Control

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Percutaneous tracheostomy for long-term ventilated COVID-19-patients: rationale and first clinical -safe for all- experience

Jonckheere, W , Mekeirele, MMM , Hendrickx, S , Jonckheer, J , Diltoer, M , Ghijselings, I , Raes, M , Vanhonacker, D , Malbrain, M , Foulon, I , Gordts, F , Jacobs-Tulleneers-Thevissen, D , La Meir, M , Nijs, J , Smets, D , Schoneveld, M , Van Eetvelde, E , Vanhoeij, M , Verbruggen, K , Verfaillie, G , Wischmeyer, PE & De Waele, E 2021, ' Percutaneous tracheostomy for long-term ventilated COVID-19-patients: rationale and first clinical -safe for all- experience ', Anaesthesiology Intensive Therapy , vol. 52, no. 5, pp. 366-372.

Interpretable Semi-Supervised Classifier for Predicting Cancer Stages

Grau, I , Sengupta, D & Nowe, A 2021, Interpretable Semi-Supervised Classifier for Predicting Cancer Stages . in P Kumar, Y Kumar & M Tawhid (eds), Machine Learning, Big Data, and IoT for Medical Informatics. 1 edn, Elsevier, pp. 241-259.

Integrating Deep and Shallow Models for Multi-Modal Depression Analysis — Hybrid Architectures

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Deep Reinforcement Learning for Large-Scale Epidemic Control

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Augmented Reality-Assisted Neurosurgical Drain Placement (ARANED): Technical Note

Van Gestel, F , Frantz, T , Soomro, MH , Elprama, SA , Vannerom, C , Jacobs, A , Vandemeulebroucke, J , Jansen, B , Scheerlinck, T & Duerinck, J 2021, ' Augmented Reality-Assisted Neurosurgical Drain Placement (ARANED): Technical Note ', Acta Neurochirurgica. Supplementum , vol. 131, no. 1, pp. 267-273.

Direct X-ray and electron-beam lithography of halogenated zeolitic imidazolate frameworks

Tu, M, Xia, B, Kravchenko, DE, Tietze, ML, Cruz, AJ, Stassen, I , Hauffman, T , Teyssandier, J, De Feyter, S, Wang, Z, Fischer, RA, Marmiroli, B, Amenitsch, H, Torvisco, A, Velásquez-Hernández, MDJ, Falcaro, P & Ameloot, R 2021, ' Direct X-ray and electron-beam lithography of halogenated zeolitic imidazolate frameworks ', Nature Materials , vol. 20, no. 1, pp. 93-99.

Hemodynamical assessment of below-the-knee arteries from time-resolved CT angiography on a 256-slice CT

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Expanding the viewing angle of holograms using the rotational radial point spread function

Yasuki, D, Shimobaba, T , Blinder, D , Birnbaum, T , Schelkens, P , Kakue, T & Ito, T 2021, Expanding the viewing angle of holograms using the rotational radial point spread function . in 3DSA 2021. Kwangwoon University, pp. 1-2, 3DSA 2021, Seoul, Korea, Republic of, 23/11/21 .

Diffraction limited perspective, numerical reconstruction of macroscopic DH

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Lossless Compression of Binary Holograms with Context Models and Adaptive Segmentation

Kizhakkumkara Muhamad, R , Birnbaum, T , Blinder, D , Schretter, C & Schelkens, P 2021, Lossless Compression of Binary Holograms with Context Models and Adaptive Segmentation . in OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP). , DTh7C.7, Optical Society of America, OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP), 19/07/21 .

A 4.2mW 4K 6-8GHz CMOS LNA for Superconducting Qubit Readout

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Transformer Encoder With Multi-Modal Multi-Head Attention for Continuous Affect Recognition

Chen, H, Jiang, D & Sahli, H 2021, ' Transformer Encoder With Multi-Modal Multi-Head Attention for Continuous Affect Recognition ', IEEE Transactions on Multimedia , vol. 23, pp. 4171-4183.

Region Attentive Action Unit Intensity Estimation with Uncertainty Weighted Multi-task Learning

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On the Generalization and Reliability of Single Radar-Based Human Activity Recognition

Gorji, A , Khalid, H , Bourdoux, A & Sahli, H 2021, ' On the Generalization and Reliability of Single Radar-Based Human Activity Recognition ', IEEE Access , vol. 9, pp. 85334-85349.

Multi-Radar Fusion for Failure-tolerant Road Target Classification

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Towards more efficient NeuroEvolution: Application on feature selection and classification problems

Papavasileiou, E 2021, ' Towards more efficient NeuroEvolution: Application on feature selection and classification problems ', Vrije Universiteit Brussel, Brussels.

Study and analysis of security features for internet of things devices in a ONEM2M-based architecture

Patonico, S 2021, ' Study and analysis of security features for internet of things devices in a ONEM2M-based architecture ', Vrije Universiteit Brussel, Brussels.

Multi-agent reinforcement learning voor het besturen van windparken

Verstraeten, T 2021, ' Multi-agent reinforcement learning voor het besturen van windparken ', Vrije Universiteit Brussel.

Internet of things as foundation for building automation. A focus on DC-based smart lighting.

Thielemans, S 2021, ' Internet of things as foundation for building automation. A focus on DC-based smart lighting. ', Vrije Universiteit Brussel.

Graph-based Deep Learning for Social Media and Smart City Data Analytics

Do Huu, T 2021, ' Graph-based Deep Learning for Social Media and Smart City Data Analytics ', Vrije Universiteit Brussel, Brussels.

Computer-aided detection of lung nodules from CT imaging

Sóñora Mengana, A 2021, ' Computer-aided detection of lung nodules from CT imaging ', Vrije Universiteit Brussel.

Active Pixels for High Dynamic range and 3D Imaging Applications

Seliuchenko, V 2021, ' Active Pixels for High Dynamic range and 3D Imaging Applications ', Vrije Universiteit Brussel, Brussels.

DEEP LEARNING TOOLS FOR HEVC-BASED VIDEO CODING

Huang, H 2021, ' DEEP LEARNING TOOLS FOR HEVC-BASED VIDEO CODING ', Vrije Universiteit Brussel, Brussels.

Learning to predict human behavior in crowded scenes

Diaz Berenguer, A 2021, ' Learning to predict human behavior in crowded scenes ', Vrije Universiteit Brussel.

Perceptual quality prediction and analysis for digital holography

Ahar, A 2021, ' Perceptual quality prediction and analysis for digital holography ', Doctor of Engineering Sciences, Vrije Universiteit Brussel, Brussels.

'Internet of Things: A contribution to the improvement of IoT for interoperability and enhanced security'

Shabisha, P 2021, ' 'Internet of Things: A contribution to the improvement of IoT for interoperability and enhanced security' ', Doctor of Engineering Sciences, Vrije Universiteit Brussel, Brussels.

Condition Monitoring of Wind Turbines and Extraction of Healthy Training Data Using An Ensemble of Advanced Statistical Anomaly Detection Models

Chesterman, X , Verstraeten, T , Daems, P-J , Nowe, A & Helsen, J 2021, Condition Monitoring of Wind Turbines and Extraction of Healthy Training Data Using An Ensemble of Advanced Statistical Anomaly Detection Models . in Proceedings of the Annual Conference of the PHM Society. PHM Society, Annual Conference of the Prognostics and Health Management Society, 29/11/21 .

Besluitvorming in systemen met meerdere agenten en objectieven: een op nut gebaseerd perspectief

Radulescu, R 2021, ' Besluitvorming in systemen met meerdere agenten en objectieven: een op nut gebaseerd perspectief ', Doctor of Sciences, Vrije Universiteit Brussel, Brussels.

Thesis Abstract: Interactive Subgroup Discovery for the Conversational Data Governance Platform "Talking to your Data"

Sierens, A , Grau, I , Hernandez, LD, Michel, S, Froyen, V, Middag, C & Nowé, A 2021, ' Thesis Abstract: Interactive Subgroup Discovery for the Conversational Data Governance Platform "Talking to your Data" ', Paper presented at 33rd Benelux Conference on Artificial Intelligence and 30th Belgian-Dutch Conference on Machine Learning, Luxembourg, 10/11/21 - 12/11/21 pp. 769-771.

Talking to your Data: Interactive and interpretable data mining through a conversational agent

Grau, I , Hernandez, LD, Sierens, A, Michel, S, Sergeyssels, N, Middag, C, Froyen, V & Nowé, A 2021, ' Talking to your Data: Interactive and interpretable data mining through a conversational agent ', Paper presented at 33rd Benelux Conference on Artificial Intelligence and 30th Belgian-Dutch Conference on Machine Learning, Luxembourg, 10/11/21 - 12/11/21 pp. 745-747.

Encore Abstract: Interpreting a Black-Box Predictor to Gain Insights into Early Folding Mechanisms

Grau, I , Nowé, A & Vranken, W 2021, ' Encore Abstract: Interpreting a Black-Box Predictor to Gain Insights into Early Folding Mechanisms ', 33rd Benelux Conference on Artificial Intelligence and 30th Belgian-Dutch Conference on Machine Learning, Luxembourg, 10/11/21 - 12/11/21 pp. 674-676.

VISUAL QUALITY ASSESSMENT AND ANALYSIS FOR DIGITAL HOLOGRAPHY

Ahar, A 2021, ' VISUAL QUALITY ASSESSMENT AND ANALYSIS FOR DIGITAL HOLOGRAPHY ', Doctor of Engineering Sciences, Vrije Universiteit Brussel, Brussels.

Context-aware deep Markov random fields for fake news detection

Do Huu, T , Berneman, M , Patro, J , Bekoulis, I & Deligiannis, N 2021, ' Context-aware deep Markov random fields for fake news detection ', IEEE Access , vol. 9, pp. 130042 - 130054.

Transfer Learning in sEMG-based Gesture Recognition

Tsinganos, P , Cornelis, JPH , Cornelis, B , Jansen, B & Skodras, A 2021, Transfer Learning in sEMG-based Gesture Recognition . in 2021 12th International Conference on Information, Intelligence, Systems & Applications (IISA). , 9555555, IISA 2021 - 12th International Conference on Information, Intelligence, Systems and Applications, IEEE, 12th International Conference on Information, Intelligence, Systems & Applications (IISA), Chania, Greece, 12/07/21 .

Interpretable Deep Learning for Multimodal Super-Resolution of Medical Images

Tsiligianni, E, Zerva, M , Marivani, I , Deligiannis, N & Kondi, L 2021, Interpretable Deep Learning for Multimodal Super-Resolution of Medical Images . in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI). vol. 12906, Lecture Notes in Computer Science, International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2021), pp. 421-429, MICCAI 2021 - 24th International Conference on Medical Image Computing and Computer Assisted Surgery, 24/09/21 .

oneVFC–A vehicular fog computation platform for Artificial Intelligence in Internet of Vehicles

Phung, TKH, Tran, H, Nguyen, VT, Hung Dao, Q, Tran-Quang, V, Truong, T-H , Braeken, A & Steenhaut, K 2021, ' oneVFC–A vehicular fog computation platform for Artificial Intelligence in Internet of Vehicles ', IEEE Access , vol. 9, pp. 117456 - 117470.

Bias Loss for Mobile Neural Networks

Abrahamyan, L , Ziatchin, V , Chen, Y & Deligiannis, N 2021, Bias Loss for Mobile Neural Networks . in Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. vol. 18, Proceedings of the IEEE International Conference on Computer Vision, IEEE, pp. 6536-6546.

Learned Gradient Compression for Distributed Deep Learning

Abrahamyan, L , Bekoulis, I , Chen, Y & Deligiannis, N 2021, ' Learned Gradient Compression for Distributed Deep Learning ', IEEE Transactions on Neural Networks and Learning Systems .

Autoencoder-Based Gradient Compression for Distributed Training

Abrahamyan, L , Deligiannis, N , Bekoulis, I & Chen, Y 2021, ' Autoencoder-Based Gradient Compression for Distributed Training ', Proceedings of EUSIPCO , vol. 29, pp. 2179-2183.

Monocular 3D Facial Expression Features for Continuous Affect Recognition

Pei, E, Oveneke, MC , Zhao, Y , Jiang, D & Sahli, H 2021, ' Monocular 3D Facial Expression Features for Continuous Affect Recognition ', IEEE Transactions on Multimedia , vol. 23, pp. 3540-3550.

Sample-Efficient Reinforcement Learning for Continuous Actions with Continuous BDPI

Steckelmacher, D , Plisnier, H & Nowe, A 2021, ' Sample-Efficient Reinforcement Learning for Continuous Actions with Continuous BDPI ', Paper presented at Adaptive and Learning Agents Workshop 2021, London, United Kingdom, 3/05/21 - 4/05/21 .

HCGM-NET: A deep unfolding network for financial index tracking

Pauwels, RAJ, Tsiligianni, E & Deligiannis, N 2021, HCGM-NET: A deep unfolding network for financial index tracking . in IEEE International Conference on Acoustics, Speech and Signal Processing: ICASSP. IEEE, pp. 1-5, 2021 IEEE International Conference on Acoustics, Speech and Signal Processing , Toronto, Canada, 6/06/21 .

 
2020 
A Study of Deep-Learning-based Prediction Methods for Lossless Coding

Schiopu, I , Huang, H & Munteanu, A 2020, A Study of Deep-Learning-based Prediction Methods for Lossless Coding . in 28th European Signal Processing Conference. IEEE, pp. 521-525, 28th European Signal Processing Conference, Amsterdam, Netherlands, 18/01/21 .

Traditional Chinese Medicine Tanreqing Inhibits Quorum Sensing Systems in Pseudomonas aeruginosa

Yang, W, Wei, Q, Tong, Q, Cui, K, He, G, Lin, L, Ma, LZ , Cornelis, P & Wang, Y 2020, ' Traditional Chinese Medicine Tanreqing Inhibits Quorum Sensing Systems in Pseudomonas aeruginosa ', Frontiers in Microbiology , vol. 11, 517462.

Visual Analytics for Extracting Trends from Spatio-temporal Data

Dhont, M , Tsiporkova, E, Tourwé, T & González-Deleito, N 2020, Visual Analytics for Extracting Trends from Spatio-temporal Data . in International Workshop on Advanced Analytics and Learning on Temporal Data: AALTD 2020: Advanced Analytics and Learning on Temporal Data. Lecture Notes in Computer Science , vol. 12588, Springer, pp. 122-137, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020, Ghent, Belgium, 14/09/20 .

Layered Integration Approach for Multi-view Analysis of Temporal Data

Dhont, M , Tsiporkova, E & Boeva, V 2020, Layered Integration Approach for Multi-view Analysis of Temporal Data . in V Lemaire, S Malinowski, A Bagnall, T Guyet, R Tavenard & G Ifrim (eds), Advanced Analytics and Learning on Temporal Data - 5th ECML PKDD Workshop, AALTD 2020, Revised Selected Papers: AALTD 2020: Advanced Analytics and Learning on Temporal Data. vol. 12588, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12588 LNAI, Springer, pp. 138-154, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2020, Ghent, Belgium, 14/09/20 .

Robust Calibration of a Multi-View Azure Kinect Scanner Based on Spatial Consistency

Darwish, W , Bolsée, Q & Munteanu, A 2020, Robust Calibration of a Multi-View Azure Kinect Scanner Based on Spatial Consistency . in International Conference on 3D Imaging. , 9376321, 2020 International Conference on 3D Immersion, IC3D 2020 - Proceedings, IEEE, International Conference on 3D Imaging 2020, Brussels, Belgium, 15/12/20 .

A Device for Capturing Inward-Looking Spherical Light Fields

Bolsée, Q , Darwish, W , Bonatto, D, Lafruit, G & Munteanu, A 2020, A Device for Capturing Inward-Looking Spherical Light Fields . in International Conference on 3D Imaging. 2020 edn, 9376346, 2020 International Conference on 3D Immersion, IC3D 2020 - Proceedings, IEEE, International Conference on 3D Imaging 2020, Brussels, Belgium, 15/12/20 .

GaN-on-Si mm-wave RF devices integrated in a 200mm CMOS Compatible 3-Level Cu BEOL

Parvais, B , Alian, A, Peralagu, U, Rodriguez, R, Yadav, S, Khaled, A , Elkashlan, RY , Putcha, V, Sibaja-Hernandez, A, Zhao, M , Wambacq, P , Collaert, N & Waldron, N 2020, GaN-on-Si mm-wave RF devices integrated in a 200mm CMOS Compatible 3-Level Cu BEOL . in 2020 IEEE International Electron Devices Meeting, IEDM 2020. , 9372056, Technical Digest - International Electron Devices Meeting, IEDM, vol. 2020-December, Institute of Electrical and Electronics Engineers Inc., pp. 8.1.1-8.1.4, 66th Annual IEEE International Electron Devices Meeting, IEDM 2020, Virtual, San Francisco, United States, 12/12/20 .

Current-Assisted SPAD with Improved p-n Junction and Enhanced NIR Performance

Jegannathan, G , Dries, TVD & Kuijk, M 2020, ' Current-Assisted SPAD with Improved p-n Junction and Enhanced NIR Performance ', Sensors , vol. 20, no. 24, 7105, pp. 1-15.

Predicted brain age as a cognitive biomarker in multiple sclerosis

Denissen, S , De Cock, A , Costers, L , Baijot, J , Laton, J , D'Hooghe, MB , D'Haeseleer, M , Dive, D , De Mey, J , Van Schependom, J , Sima, DM & Nagels, G 2020, ' Predicted brain age as a cognitive biomarker in multiple sclerosis ', Multiple Sclerosis Journal , vol. 26, no. S3, P0015, pp. 124-125.

Decoding the edss scores of multiple sclerosis patients from mri biomarkers

Paolella, R, De La Rosa, E, Anania, V , Denissen, S , Van Schependom, J , Nagels, G , Dive, D, Durand-Dubief, F, Sappey-Marinier, D , Smeets, D & Sima, DM 2020, ' Decoding the edss scores of multiple sclerosis patients from mri biomarkers ', Multiple Sclerosis Journal , vol. 26, no. S3, pp. 119-120.

Reply to Robbins: Multi-breath washout tests: indices versus model parameters

Verbanck, SAB , Polfliet, M , Schuermans, D , Ilsen, B , de Mey, J , Vanderhelst, E & Vandemeulebroucke, J 2020, ' Reply to Robbins: Multi-breath washout tests: indices versus model parameters ', Journal of Applied Physiology (Bethesda, Md. : 1985) , vol. 129, no. 6, pp. 1278-1278.

Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging

Berenguer, AD , Sahli, H , Joukovsky, B , Kvasnytsia, M , Dirks, I , Alioscha-Perez, M , Deligiannis, N , Gonidakis, P , Sánchez, SA , Brahimetaj, R , Papavasileiou, E , Chana, JC-W, Li, F, Song, S , Yang, Y , Tilborghs, S, Willems, S, Eelbode, T, Bertels, J, Vandermeulen, D, Maes, F, Suetens, P, Fidon, L, Vercauteren, T, Robben, D, Brys, A , Smeets, D , Ilsen, B , Buls, N , Watté, N , Mey, JD , Snoeckx, A, Parizel, PM, Guiot, J, Deprez, L, Meunier, P, Gryspeerdt, S , Smet, KD , Jansen, B & Vandemeulebroucke, J 2020, ' Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging ', ArXiv.org , vol. 2020.

Effect of aortic stiffness versus stenosis on ventriculo-arterial interaction in an experimental model of coarctation repair

Panzer, J, Somer, FD, Segers, P , Wolf, DD & Bove, T 2020, ' Effect of aortic stiffness versus stenosis on ventriculo-arterial interaction in an experimental model of coarctation repair ', European Journal of Cardio-Thoracic Surgery , vol. 58, no. 6, pp. 1206-1215.

RealDRR - Rendering of realistic digitally reconstructed radiographs using locally trained image-to-image translation

Dhont, J, Verellen, D, Mollaert, I, Vanreusel, V & Vandemeulebroucke, J 2020, ' RealDRR - Rendering of realistic digitally reconstructed radiographs using locally trained image-to-image translation ', Radiotherapy and Oncology , vol. 153, pp. 213-219.

On the energy self-sustainability of IoT via distributed compressed sensing

Chen, W , Deligiannis, N , Andreopoulos, Y & Wassell, IJ 2020, ' On the energy self-sustainability of IoT via distributed compressed sensing ', China Communications , vol. 17, no. 12, 9312790, pp. 37-51.

Hyperspectral Anomaly Detection via Graph Dictionary-based Low Rank Decomposition with Texture Feature Extraction

Song, S , Yang, Y , Zhou, H & Chan, JC-W 2020, ' Hyperspectral Anomaly Detection via Graph Dictionary-based Low Rank Decomposition with Texture Feature Extraction ', Remote Sensing , vol. 12, no. 23, 3966, pp. 1-21.

ER stress arm XBP1s plays a pivotal role in proteasome inhibition-induced bone formation

Zhang, D , De Veirman, K , Fan, R , Jian, Q, Zhang, Y, Lei, L, Evans, H , Wang, Y , Lei, L, Wang, B, Williamson, RA, Chantry, A, He, P, Li, A , De Raeve, H , Vanderkerken, K , He, A & Hu, J 2020, ' ER stress arm XBP1s plays a pivotal role in proteasome inhibition-induced bone formation ', Stem Cell Research & Therapy , vol. 11, no. 1, 516.

Suitability analysis of holographic vs light field and 2D displays for subjective quality assessment of Fourier holograms

Ahar, A , Chlipala, M , Birnbaum, T , Zaperty, W, Symeonidou, A, Kozacki, T, Kujawinska, M & Schelkens, P 2020, ' Suitability analysis of holographic vs light field and 2D displays for subjective quality assessment of Fourier holograms ', Optics Express , vol. 28, no. 24, 24, pp. 37069-37091.

Astrocytic Connexin43 Channels as Candidate Targets in Epilepsy Treatment

Walrave, L , Vinken, M , Leybaert, L & Smolders, I 2020, ' Astrocytic Connexin43 Channels as Candidate Targets in Epilepsy Treatment ', Biomolecules , vol. 10, no. 11, 1578.

Recent Advances in Multi-Objective Multi-Agent Decision Making

Radulescu, R , Mannion, P , Roijers, DM & Nowe, A 2020, Recent Advances in Multi-Objective Multi-Agent Decision Making . in L Cao, W Kosters & J Lijffijt (eds), Proceedings of the 32nd Benelux Conference on Artificial Intelligence (BNAIC 2020). Benelux Association for Artificial Intelligence (BNVKI-AIABN), pp. 392-394, 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning, Leiden, Netherlands, 19/11/20 .

Multi-Agent Thompson Sampling for Bandits with Sparse Neighbourhood Structures

Verstraeten, T , Bargiacchi, E , Libin, P , Helsen, J , Roijers, DM & Nowe, A 2020, Multi-Agent Thompson Sampling for Bandits with Sparse Neighbourhood Structures . in L Cao, W Kosters & J Lijffijt (eds), Proceedings of the 32nd Benelux Conference on Artificial Intelligence (BNAIC 2020). Benelux Association for Artificial Intelligence (BNVKI-AIABN), pp. 394-395, 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning, Leiden, Netherlands, 19/11/20 .

Zero-Shot Cross-Lingual Transfer with Meta Learning

Nooralahzadeh, F , Bekoulis, I , Bjerva, J & Augenstein, I 2020, Zero-Shot Cross-Lingual Transfer with Meta Learning . in 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020. EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, Association for Computational Linguistics, pp. 4547-4562, The 2020 Conference on Empirical Methods in Natural Language Processing, 16/11/20 .

imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A Multilabel BERT-based system for predicting COVID-19 events

Yang, X , Bekoulis, I & Deligiannis, N 2020, imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A Multilabel BERT-based system for predicting COVID-19 events . in Conference on Empirical Methods in Natural Language Processing (and forerunners) (2020). vol. Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020), Association for Computational Linguistics, pp. 505-513, 2020 The 6th Workshop on Noisy User-generated Text (W-NUT) , 19/11/20 .

Mechanism of the Polarized Absorption of CVD-Prepared Carbon Nanofibers to TE Waves in the Subterahertz Band

Cheng, C , Revilla, RI , Pourkazemi, A , Hauffman, T & Stiens, J 2020, ' Mechanism of the Polarized Absorption of CVD-Prepared Carbon Nanofibers to TE Waves in the Subterahertz Band ', Journal of Physical Chemistry C , vol. 124, no. 45, pp. 24957-24969.

Elastic and ElectroMagnetic Wave monitoring of early age TRC

Ospitia, N , Pourkazemi, A , Tsangouri, E , Stiens, J & Angelis, D 2020, Elastic and ElectroMagnetic Wave monitoring of early age TRC . in 1st International Electronic Conference on Applied Sciences. MDPI AG, 1st International Electronic Conference on Applied Sciences, 10/11/20 .

Model-Free Reinforcement Learning for Real-World Robots

Steckelmacher, D 2020, ' Model-Free Reinforcement Learning for Real-World Robots ', Doctor of Philosophy, Vrije Universiteit Brussel, Brussels.

Macro-pixel-wise CNN-based filtering for quality enhancement of light field images

Huang, H , Schiopu, I & Munteanu, A 2020, ' Macro-pixel-wise CNN-based filtering for quality enhancement of light field images ', Electronics Letters , vol. 56, no. 25, el.2020.2344 , pp. 1413-1416.

Technology Impact on the Low Frequency Noise of Si and Si/SiGe Superlattice Input-Output FinFETs

Claeys, C, Hellings, G, Arimura, H , Parvais, B , Ragnarsson, LA, Dekkers, H, Schram, T, Linten, D, Horiguchi, N , Simoen, E , Boudier, D & Cretu, B 2020, Technology Impact on the Low Frequency Noise of Si and Si/SiGe Superlattice Input-Output FinFETs . in S Yu, X Zhu & T-A Tang (eds), 2020 IEEE 15th International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2020 - Proceedings. , 9278221, 2020 IEEE 15th International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 15th IEEE International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2020, Virtual, Kunming, China, 3/11/20 .

Materials and Defect Aspects of III-V and III-N Devices for High-Speed Analog/RF Applications

Simoen, E , Hsu, PCB, Yu, H, Wang, H, Zhao, M, Takakura, K, Putcha, V, Peralagu, U , Parvais, B , Waldron, N & Collaert, N 2020, Materials and Defect Aspects of III-V and III-N Devices for High-Speed Analog/RF Applications . in S Yu, X Zhu & T-A Tang (eds), 2020 IEEE 15th International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2020 - Proceedings. , 9278262, 2020 IEEE 15th International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 15th IEEE International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2020, Virtual, Kunming, China, 3/11/20 .

From 5G to 6G: Will compound semiconductors make the difference?

Collaert, N, Alian, A, Banerjee, A, Chauhan, V , Elkashlan, RY , Hsu, B, Ingels, M, Khaled, A, Vondkar Kodandarama, K, Kunert, B, Mols, Y, Peralagu, U, Putcha, V, Rodriguez, R, Sibaja-Hernandez, A , Simoen, E , Vais, A, Walke, A, Witters, L, Yadav, S, Yu, H, Zhao, M , Wambacq, P , Parvais, B & Waldron, N 2020, From 5G to 6G: Will compound semiconductors make the difference? in S Yu, X Zhu & T-A Tang (eds), 2020 IEEE 15th International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2020 - Proceedings. , 9278253, 2020 IEEE 15th International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 15th IEEE International Conference on Solid-State and Integrated Circuit Technology, ICSICT 2020, Virtual, Kunming, China, 3/11/20 .

Depth Estimation for Light-Field Images Using Stereo Matching and Convolutional Neural Networks

Rogge, S , Schiopu, I & Munteanu, A 2020, ' Depth Estimation for Light-Field Images Using Stereo Matching and Convolutional Neural Networks ', Sensors , vol. 20, no. 21, 6188, pp. 1-20.

The impact of a child bike seat and trailer on the objective overtaking behaviour of motorized vehicles passing cyclists

Ampe, T , de Geus, B , Walker, I , Serrien, B , Truyen, B , Durlet, H & Meeusen, R 2020, ' The impact of a child bike seat and trailer on the objective overtaking behaviour of motorized vehicles passing cyclists ', Transportation research. Traffic psychology and behaviour , vol. 75, pp. 55-65.

Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing

Wang, K, Wang, Y, Zhao, X , Chan, JC-W , Xu, Z & Meng, D 2020, ' Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing ', IEEE Transactions on Geoscience and Remote Sensing , vol. 58, no. 11, 9070159, pp. 7654-7671.

How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems

Abels, A , Lenaerts, T , Trianni, V & Nowé, A 2020, How Expert Confidence Can Improve Collective Decision-Making in Contextual Multi-Armed Bandit Problems . in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12496 LNAI, Springer Science and Business Media Deutschland GmbH, pp. 125-138, International Conference on Computational Collective Intelligence, Da Nang, Viet Nam, 30/11/20 .

Collective Decision-Making as a Contextual Multi-armed Bandit Problem

Abels, A , Lenaerts, T , Trianni, V & Nowé, A 2020, Collective Decision-Making as a Contextual Multi-armed Bandit Problem . in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12496 LNAI, Springer Science and Business Media Deutschland GmbH, pp. 113-124, International Conference on Computational Collective Intelligence, Da Nang, Viet Nam, 30/11/20 .

Analysis of Gate-Metal Resistance in CMOS-Compatible RF GaN HEMTs

ElKashlan, RY , Rodriguez, R, Yadav, S, Khaled, A, Peralagu, U, Alian, A, Waldron, N, Zhao, M , Wambacq, P , Parvais, B & Collaert, N 2020, ' Analysis of Gate-Metal Resistance in CMOS-Compatible RF GaN HEMTs ', IEEE Transactions on Electron Devices , vol. 67, no. 11, 9186848, pp. 4592-4596.

MEMOS: A Multi-modal Emotion Stream Database for Temporal Spontaneous Emotional State Detection

Li, Y, Xia, X, Jiang, D & Sahli, H 2020, MEMOS: A Multi-modal Emotion Stream Database for Temporal Spontaneous Emotional State Detection . in ICMI 2020 Companion - Companion Publication of the 2020 International Conference on Multimodal Interaction. ICMI 2020 Companion - Companion Publication of the 2020 International Conference on Multimodal Interaction, Association for Computing Machinery (ACM), pp. 370–378.

Mapping Air Quality in IoT Cities: Cloud Calibration and Air Quality Inference of Sensor Data

Hofman, J, Nikolaou, M , Do Huu, T , Qin, X , Rodrigo Bonet, E , Philips, W , Deligiannis, N & Panzica La Manna, V 2020, Mapping Air Quality in IoT Cities: Cloud Calibration and Air Quality Inference of Sensor Data . in IEEE SENSORS 2020. , 9278941, Proceedings of IEEE Sensors, vol. 2020-October, IEEE, pp. 1-4, IEEE SENSORS 2020, Rotterdam, Netherlands, 25/10/20 .

Analytic computation of line-drawn objects in computer generated holography

Blinder, D , Nishitsuji, T, Kakue, T, Shimobaba, T, Ito, T & Schelkens, P 2020, ' Analytic computation of line-drawn objects in computer generated holography ', Optics Express , vol. 28, no. 21, 405179, pp. 31226-31240.

A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation

Van Luong, H , Joukovsky, B , Eldar, Y & Deligiannis, N 2020, A Deep-Unfolded Reference-Based RPCA Network For Video Foreground-Background Separation . in 28th European Signal Processing Conference. pp. 1432-1436, 28th European Signal Processing Conference, Amsterdam, Netherlands, 24/08/20 .

The effect of a rehabilitation specific gaming software platform to achieve individual physiotherapy goals in children with severe spastic CP: a randomized cross-over trial.

Decavele, S, Ortibus, E, Van Campenhout, A, Molenaers, G , Jansen, B , Omelina, L & Franki, I 2020, ' The effect of a rehabilitation specific gaming software platform to achieve individual physiotherapy goals in children with severe spastic CP: a randomized cross-over trial. ', Games For Health Journal , vol. 9, no. 5, pp. 376-385.

Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors

Marivani, I , Tsiligianni, E , Cornelis, B & Deligiannis, N 2020, Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors . in IEEE International Conference on Image Processing (ICIP). , 9190644, Proceedings - International Conference on Image Processing, ICIP, vol. 2020-October, IEEE, pp. 868-872, IEEE International Conference on Image Processing, Abu Dhabi, United Arab Emirates, 25/10/20 .

Haemodynamic monitoring and management in COVID-19 intensive care patients: an International survey

Michard, F, Malbrain, ML, Martin, GS, Fumeaux, T, Lobo, S, Gonzalez, F, Pinho-Oliveira, V & Constantin, J-M 2020, ' Haemodynamic monitoring and management in COVID-19 intensive care patients: an International survey ', Anaesthesia Critical Care & Pain Medicine , vol. 39, no. 5, pp. 563-569.

A Study of Prediction Methods based on Machine Learning Techniques for Lossless Image Coding

Schiopu, I & Munteanu, A 2020, A Study of Prediction Methods based on Machine Learning Techniques for Lossless Image Coding . in IEEE International Conference on Image Processing. , 9190696, Proceedings - International Conference on Image Processing, ICIP, vol. 2020-October, IEEE, Abu Dhabi, United Arab Emirates, pp. 3324-3328, IEEE International Conference on Image Processing, Abu Dhabi, United Arab Emirates, 25/10/20 .

Application of evolutionary algorithms to optimise one- and two-dimensional gradient chromatographic separations

Huygens, B , Efthymiadis, K , Nowe, A & Desmet, G 2020, ' Application of evolutionary algorithms to optimise one- and two-dimensional gradient chromatographic separations ', Journal of Chromatography. A , vol. 1628, 461435.

Application of evolutionary algorithms to optimise one- and two-dimensional gradient chromatographic separations

Huygens, B , Efthymiadis, K , Nowé, A & Desmet, G 2020, ' Application of evolutionary algorithms to optimise one- and two-dimensional gradient chromatographic separations ', Journal of Chromatography. A , vol. 1628, 461435.

(Plenary) The Revival of Compound Semiconductors and How They Will Change the World in a 5G/6G Era

Parvais, B 2020, ' (Plenary) The Revival of Compound Semiconductors and How They Will Change the World in a 5G/6G Era ', ECS Transactions , vol. 98, no. 5.

Radar-camera Fusion for Road Target Classification

Aziz, K , De Greef, E, Rykunov, M, Bourdoux, A & Sahli, H 2020, Radar-camera Fusion for Road Target Classification . in 2020 IEEE Radar Conference (RadarConf20). , 9266510, IEEE, pp. 1-6.

Low-Complexity Angular Intra-Prediction Con-volutional Neural Network for Lossless HEVC

Huang, H , Schiopu, I & Munteanu, A 2020, Low-Complexity Angular Intra-Prediction Con-volutional Neural Network for Lossless HEVC . in IEEE International Workshop on Multimedia Signal Processing. 22 edn, 9287067, IEEE 22nd International Workshop on Multimedia Signal Processing, MMSP 2020, Tampere, pp. 1-6, IEEE International Workshop on Multimedia Signal Processing, Tampere, Finland, 21/09/20 .

Reconfigurable Terahertz Dipole Antenna with Integrated Graphene Sheets

He, G , Cheng, C & Stiens, J 2020, ' Reconfigurable Terahertz Dipole Antenna with Integrated Graphene Sheets ', Paper presented at International Conference on Microwave and Millimeter Wave Technology, Shanghai, China, 18/05/20 - 20/05/20 .

A 12-mW 10-GHz FMCW PLL Based on an Integrating DAC With 28-kHz RMS-Frequency-Error for 23-MHz/µs Slope and 1.2-GHz Chirp-Bandwidth

Renukaswamy, P , Markulic, N , Wambacq, P & Craninckx, J 2020, ' A 12-mW 10-GHz FMCW PLL Based on an Integrating DAC With 28-kHz RMS-Frequency-Error for 23-MHz/µs Slope and 1.2-GHz Chirp-Bandwidth ', IEEE Journal of Solid - State Circuits , vol. 55, no. 12, 9197684, pp. 3294-3307.

Deep-Learning-based Hyperlocal Air Quality Monitoring for Smart Cities

Do Huu, T , Rodrigo Bonet, E , Qin, X, Hofman, J, Nikolaou, M, Panzica La Manna, V, Philips, W & Deligiannis, N 2020, Deep-Learning-based Hyperlocal Air Quality Monitoring for Smart Cities . in International Environmental Modelling and Software Society (iEMSs 2020). 10th International Congress on Environmental Modelling and Software (iEMSs 2020), Brussels, Belgium, 14/09/20 .

Elliptic curve-based proxy re-signcryption scheme for secure data storage on the cloud

Patonico, S , Shabisha, P , Braeken, A , Touhafi, A & Steenhaut, K 2020, ' Elliptic curve-based proxy re-signcryption scheme for secure data storage on the cloud ', Concurrency Computation , vol. 32, no. 17, e5657.

Dedicated processor for hologram calculation using sparse Fourier bases

Yasuki, D , Blinder, D , Shimobaba, T, Yamamoto, Y, Hoshi, I , Schelkens, P , Kakue, T & Ito, T 2020, ' Dedicated processor for hologram calculation using sparse Fourier bases ', Applied Optics , vol. 59, no. 26, pp. 8029-8037.

Multi-modal neural networks with multi-scale RGB-T fusion for semantic segmentation

Lyu, Y , Schiopu, I & Munteanu, A 2020, ' Multi-modal neural networks with multi-scale RGB-T fusion for semantic segmentation ', Electronics Letters , vol. 56, no. 18, el.2020.1635, pp. 920-922.

CO2 fertilization, transpiration deficit and vegetation period drive the response of mixed broadleaved forests to a changing climate in Wallonia

de Wergifosse, L, André, F, Goosse, H, Caluwaerts, S , de Cruz, L , de Troch, R, Van Schaeybroeck, B & Jonard, M 2020, ' CO 2 fertilization, transpiration deficit and vegetation period drive the response of mixed broadleaved forests to a changing climate in Wallonia ', Annals of Forest Science , vol. 77, no. 3, 70.

Data Augmentation of Surface Electromyography for Hand Gesture Recognition

Tsinganos, P , Cornelis, B , Cornelis, JPH , Jansen, B & Skodras, A 2020, ' Data Augmentation of Surface Electromyography for Hand Gesture Recognition ', Sensors , vol. 20, no. 17, 4892, pp. 1-23.

Ventilation heterogeneity in smokers: role of unequal lung expansion and peripheral lung structure

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Spatial bandwidth-optimized compression of image plane off-axis holograms with image and video codecs

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JPEG Status and Progress Report

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Graph-Deep-Learning-Based Inference of Fine-Grained Air Quality From Mobile IoT Sensors

Do Huu, T , Tsiligianni, E, Qin, X, Hofman, J, Panzica La Manna, V, Philips, W & Deligiannis, N 2020, ' Graph-Deep-Learning-Based Inference of Fine-Grained Air Quality From Mobile IoT Sensors ', IEEE Internet of Things Journal , vol. 7, no. 9, 9106368, pp. 8943-8955.

Geometric Matrix Completion with Deep Conditional Random Fields

Nguyen, MD, Calderbank, R & Deligiannis, N 2020, ' Geometric Matrix Completion with Deep Conditional Random Fields ', IEEE Transactions on Neural Networks and Learning Systems , vol. 31, no. 9, 8889998, pp. 3579-3593.

Content-Guided Convolutional Neural Network for Hyperspectral Image Classification

Liu, Q, Xiao, L, Yang, J & Chan, JC-W 2020, ' Content-Guided Convolutional Neural Network for Hyperspectral Image Classification ', IEEE Transactions on Geoscience and Remote Sensing , vol. 58, no. 9, 9034507, pp. 6124-6137.

AITIA: Embedded AI Techniques for Embedded Industrial Applications

Brandalero, M, Ali, M, Le Jeune, L, Muñoz Hernandez, HG, Veleski, M , da Silva, B , Lemeire, J , Van Beeck, K , Touhafi, A , Goedeme, T, Mentens, N, Göhringer, D & Hubner, M 2020, AITIA: Embedded AI Techniques for Embedded Industrial Applications . in AITIA: Embedded AI Techniques for Embedded Industrial Applications. pp. 1-7, 2020 International Conference on Omni-layer Intelligent Systems (COINS), Barcelona, Spain, 31/08/20 .

Fleet Control using Coregionalized Gaussian Process Policy Iteration

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Ratio between muscle fatigability and self-perceived tiredness could be an important parameter for characterizing frailty

Knoop, V , Costenoble, A , Vella Azzopardi, R , Vermeiren, S , Debain, A , Jansen, B , Scafoglieri, A & Bautmans, I 2020, ' Ratio between muscle fatigability and self-perceived tiredness could be an important parameter for characterizing frailty ', WCO-IOF-ESCO Congress, 21/08/20 - 23/08/20 .

Frame-wise CNN-based Filtering for Intra-Frame Quality Enhancement of HEVC Videos

Huang, H , Schiopu, I & Munteanu, A 2020, ' Frame-wise CNN-based Filtering for Intra-Frame Quality Enhancement of HEVC Videos ', IEEE Transactions on Circuits and Systems for Video Technology , vol. 31, no. 6, 9171884, pp. 2100-2113.

Feasibility of Real Time Internet-Based Teleconsultation in Patients With Multiple Sclerosis: Interventional Pilot Study

D'Haeseleer, M , Eelen, P , Sadeghi, N , D'Hooghe, MB , Van Schependom, J & Nagels, G 2020, ' Feasibility of Real Time Internet-Based Teleconsultation in Patients With Multiple Sclerosis: Interventional Pilot Study ', Journal of Medical Internet Research , vol. 22, no. 8, e18178.

Multimodal Deep Unfolding for Guided Image Super-Resolution

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Intra-abdominal pressure as an ignored parameter in the pathophysiology of preeclampsia

Gyselaers, W, Lozada, MJ, Pacheco, LD , Tayebi, S & Malbrain, MLNG 2020, ' Intra-abdominal pressure as an ignored parameter in the pathophysiology of preeclampsia ', Acta Obstetricia et Gynecologica Scandinavica , vol. 99, no. 8, pp. 963-965.

A 10.56 Gbit/s,-27.8 dB EVM Polar Transmitter at 60 GHz in 28nm CMOS

Nguyen, JH-D , Khalaf, K, Brebels, S, Shrivas, M, Vaesen, K & Wambacq, P 2020, A 10.56 Gbit/s,-27.8 dB EVM Polar Transmitter at 60 GHz in 28nm CMOS . in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC). , 9218438, Digest of Papers - IEEE Radio Frequency Integrated Circuits Symposium, vol. 2020-August, pp. 179-182, 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC), 4/08/20 .

An integrated 132-147GHz power source with +27dBm EIRP

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A flexible power model for mm-wave and THz high-throughput communication systems

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A 28 GHz front-end module with T/R switch achieving 17.2 dBm P-sat, 21.5% PAE(max) and 3.2 dB NF in 22 nm FD-SOI for 5G communication

Liu, Y , Tang, X , Mangraviti, G, Khalaf, K, zhang, Y, Wu, W-M, Chen, S-H, Debaillie, B & Wambacq, P 2020, A 28 GHz front-end module with T/R switch achieving 17.2 dBm P-sat, 21.5% PAE(max) and 3.2 dB NF in 22 nm FD-SOI for 5G communication . in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC). IEEE, pp. 1-4, 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC), 4/08/20 .

2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC)

Nguyen, JH-D , Khalaf, K, Brebels, S, Shrivas, M, Vaesen, K & Wambacq, P 2020, A 10.56 Gbit/s,-27.8 dB EVM Polar Transmitter at 60 GHz in 28nm CMOS . in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC). , 9218438, Digest of Papers - IEEE Radio Frequency Integrated Circuits Symposium, vol. 2020-August, pp. 179-182, 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC), 4/08/20 .

Low-Frequency Noise Investigation of GaN/AlGaN Metal–Oxide–Semiconductor High-Electron-Mobility Field-Effect Transistor With Different Gate Length and Orientation

Takakura, K, Putcha, V , Simoen, E , Alian, AR, Peralagu, U, Waldron, N , Parvais, B & Collaert, N 2020, ' Low-Frequency Noise Investigation of GaN/AlGaN Metal–Oxide–Semiconductor High-Electron-Mobility Field-Effect Transistor With Different Gate Length and Orientation ', IEEE Transactions on Electron Devices , vol. 67, no. 8, pp. 3062-3068.

A Multi-Attribute Blind Quality Evaluator for Tone-mapped Images

Mahmoudpour, S & Schelkens, P 2020, ' A Multi-Attribute Blind Quality Evaluator for Tone-mapped Images ', IEEE Transactions on Multimedia , vol. 22, no. 8, 8887194, pp. 1939-1954.

A 62mW 60GHz FMCW Radar in 28nm CMOS

Park, S , Kankuppe Raghavendra Swamy, A , Renukaswamy, P , Guermandi, D, Visweswaran, A, C. Garcia, J, Sinha, S , Wambacq, P & Craninckx, J 2020, A 62mW 60GHz FMCW Radar in 28nm CMOS . in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC). , 9218357, Digest of Papers - IEEE Radio Frequency Integrated Circuits Symposium, vol. 2020-August, Institute of Electrical and Electronics Engineers ( IEEE ), pp. 31-34, 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC), 4/08/20 .

A 28GHz Voltage-Combined Doherty Power Amplifier with a Compact Transformer-based Output Combiner in 22nm FD-SOI

Zong, Z , Tang, X , Khalaf, K , Yan, D , Mangraviti, G , Nguyen, JH-D , Liu, Y & Wambacq, P 2020, A 28GHz Voltage-Combined Doherty Power Amplifier with a Compact Transformer-based Output Combiner in 22nm FD-SOI . in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC). IEEE, pp. 1-4, 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC), 4/08/20 .

A 28 GHz front-end module with T/R switch achieving 17.2 dBm Psat, 21.5% PAEmax and 3.2 dB NF in 22 nm FD-SOI for 5G communication

Liu, Y , Tang, X , Mangraviti, G, Khalaf, K, zhang, Y, Wu, W-M, Chen, S-H, Debaillie, B & Wambacq, P 2020, A 28 GHz front-end module with T/R switch achieving 17.2 dBm P-sat, 21.5% PAE(max) and 3.2 dB NF in 22 nm FD-SOI for 5G communication . in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC). IEEE, pp. 1-4, 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC), 4/08/20 .

A 10.56Gbit/s, -27.8dB EVM Polar Transmitter at 60GHz in 28nm CMOS

Nguyen, JH-D , Khalaf, K, Brebels, S, Shrivas, M, Vaesen, K & Wambacq, P 2020, A 10.56 Gbit/s,-27.8 dB EVM Polar Transmitter at 60 GHz in 28nm CMOS . in 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC). , 9218438, Digest of Papers - IEEE Radio Frequency Integrated Circuits Symposium, vol. 2020-August, pp. 179-182, 2020 IEEE Radio Frequency Integrated Circuits Symposium (RFIC), 4/08/20 .

Feasibility of virtual dual-energy imaging through deep learning for markerless tumour tracking

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Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients

Tilborghs, S , Dirks, I , Fidon, L, Willems, S, Eelbode, T, Bertels, J , Ilsen, B , Brys, A, Dubbeldam, A , Buls, N , Gonidakis, P , Sánchez, SA , Snoeckx, A, Parizel, PM , Mey, JD , Vandermeulen, D, Vercauteren, T, Robben, D , Smeets, D , Maes, F , Vandemeulebroucke, J & Suetens, P 2020 ' Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients ' ArXiv.org.

Context-based analysis of urban air quality using an opportunistic mobile sensor network

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A Sociolinguistic Route to the Characterization and Detection of the Credibility of Events on Twitter

Patro, J 2020, A Sociolinguistic Route to the Characterization and Detection of the Credibility of Events on Twitter . in HT ཐ: 31st ACM Conference on Hypertext and Social Media, Virtual Event, USA, July 13-15, 2020. Proceedings of the 31st ACM Conference on Hypertext and Social Media, HT 2020, pp. 241-250.

Providing a Visual Understanding of Holography Through Phase Space Representations

Birnbaum, T , Kozacki, T & Schelkens, P 2020, ' Providing a Visual Understanding of Holography Through Phase Space Representations ', Applied Sciences , vol. 10, no. 14, 4766, pp. 1-27.

Wheat yield estimation from NDVI and regional climate models in Latvia

Vannoppen, A, Gobin, A, Kotova, L, Top, S , Cruz, LD , Viksna, A, Aniskevich, S, Bobylev, L, Buntemeyer, L, Caluwaerts, S, De Troch, R, Gnatiuk, N, Hamdi, R, Remedio, AR, Sakalli, A, De Vyver, HV, Van Schaeybroeck, B & Termonia, P 2020, ' Wheat yield estimation from NDVI and regional climate models in Latvia ', Remote Sensing , vol. 12, no. 14, 2206.

Total-Ionizing-Dose Effects in InGaAs MOSFETs With High-k Gate Dielectrics and InP Substrates

Bonaldo, S, Zhang, EX, Zhao, SE, Putcha, V , Parvais, B , Linten, D, Gerardin, S, Paccagnella, A, Reed, RA, Schrimpf, RD & Fleetwood, DM 2020, ' Total-Ionizing-Dose Effects in InGaAs MOSFETs With High-k Gate Dielectrics and InP Substrates ', IEEE Transactions on Nuclear Science , vol. 67, no. 7, pp. 1312-1319.

Symmetric Key-Based Secure Storage and Retrieval of IoT Data on a Semi-trusted Cloud Server

Shabisha, P , Braeken, A & Steenhaut, K 2020, ' Symmetric Key-Based Secure Storage and Retrieval of IoT Data on a Semi-trusted Cloud Server ', Wireless Personal Communications , vol. 113, no. 1, pp. 537-553.

Behavior-based Speciation in Classification with NeuroEvolution

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Single yeast cell nanomotions correlate with cellular activity

Willaert, R , Vanden Boer, PK, Malovichko, A, Alioscha-Perez, M, Radotic, K, Bartolic, D, Kalauzi, A, Villalba, MI, Sanglard, D, Dietler, G , Sahli, H & Kasas, S 2020, ' Single yeast cell nanomotions correlate with cellular activity ', Science Advances , vol. 6, no. 26, eaba3139, pp. 1-8.

JPEG Pleno: Standardizing a coding framework and tools for plenoptic imaging modalities

Astola, P, da Silva Cruz, LA, da Silva, EAB, Ebrahimi, T, Freitas, PG, Gilles, A, Oh, K-J, Pagliari, C, Pereira, F, Perra, C, Perry, S, Pinheiro, A , Schelkens, P , Seidel, I & Tabus, I 2020, ' JPEG Pleno: Standardizing a coding framework and tools for plenoptic imaging modalities ', ITU Journal , vol. 3, no. 1.

Standardization of Holographic Compression: JPEG Pleno

Schelkens, P , Gilles, A , Mahmoudpour, S , Oh, K-J, Perra, C & Pinheiro, A 2020, Standardization of Holographic Compression: JPEG Pleno . in Imaging and Applied Optics Congress. , HF1D.1, Optics InfoBase Conference Papers, Optical Society of America, pp. 1-2, Digital Holography and Three-Dimensional Imaging 2020, Washington DC, United States, 22/06/20 .

Holographic data compression for holographic microscopy and tomography in biomedical applications

Kizhakkumkara Muhamad, R , Stepien, P , Blinder, D , Schelkens, P & Kujawinska, M 2020, Holographic data compression for holographic microscopy and tomography in biomedical applications . in OSA Imaging and Applied Optics Congress. Optical Society of America, pp. HTh5D.1, Digital Holography and Three-Dimensional Imaging 2020, Washington DC, United States, 22/06/20 .

Defining heat shock response for the thermoacidophilic model crenarchaeon Sulfolobus acidocaldarius

Baes, R , Lemmens, L , Mignon, K , Carlier, M & Peeters, E 2020, ' Defining heat shock response for the thermoacidophilic model crenarchaeon Sulfolobus acidocaldarius ', Extremophiles , vol. 24, pp. 681–692.

Spatiotemporal and spectral dynamics of multi-item working memory as revealed by the n-back task using MEG

Costers, L , Van Schependom, J , Laton, J , Baijot, J , Sjøgård, M, Wens, V, De Tiège, X, Goldman, S , D'Haeseleer, M , D'hooghe, MB , Woolrich, M & Nagels, G 2020, ' Spatiotemporal and spectral dynamics of multi-item working memory as revealed by the n-back task using MEG ', Human Brain Mapping , vol. 41, no. 9, pp. 2431-2446.

QUALINET White Paper on Definitions of Immersive Media Experience (IMEx)

Perkis, A, Timmerer, C, Barakovic, S, Husic, JB, Bech, S, Bosse, S, Botev, J, Brunnström, K, Cruz, L, Moor, KD, Saibanti, ADP, Durnez, W, Egger-Lampl, S, Engelke, U, Falk, TH, Gutiérrez, J, Hameed, A, Hines, A, Kojic, T, Kukolj, D, Liotou, E, Milovanovic, D, Möller, S, Murray, N, Naderi, B, Pereira, M, Perry, S, Pinheiro, A, Pinilla, A, Raake, A, Agrawal, SR, Reiter, U, Rodrigues, R, Schatz, R , Schelkens, P , Schmidt, S, Sabet, SS, Singla, A, Skorin-Kapov, L, Suznjevic, M, Uhrig, S, Vlahovic, S, Voigt-Antons, J-N & Zadtootaghaj, S 2020, ' QUALINET White Paper on Definitions of Immersive Media Experience (IMEx) ', ArXiv.org , vol. 2020.

POLICY BRIEF #36: COVID-19 information on Social Media in Europe: A threat or a blessing?

Komorowski, M , Picone, I , Do Huu, T , Deligiannis, N & Bekoulis, I 2020, ' POLICY BRIEF #36: COVID-19 information on Social Media in Europe: A threat or a blessing? ' SMIT Policy Brief , vol. 36, pp. 1-4.

Regional climate downscaling over Europe: perspectives from the EURO-CORDEX community

The EURO-CORDEX community 2020, ' Regional climate downscaling over Europe: perspectives from the EURO-CORDEX community ', Regional Environmental Change , vol. 20, no. 2, 51.

Hybrid Local and Non-local 3D Attentive CNN for Hyperspectral Image Super-Resolution

Yang, J, Xiao, L, Zhao, Y & Chan, JC-W 2020, ' Hybrid Local and Non-local 3D Attentive CNN for Hyperspectral Image Super-Resolution ', IEEE Geoscience and Remote Sensing Letters , pp. 1-5.

3D sequential low temperature top tier devices using dopant activation with excimer laser anneal and strained silicon as performance boosters

Vandooren, A, Wu, Z, Parihar, N, Franco, J , Parvais, B , Matagne, P, Debruyn, H, Mannaert, G, Devriendt, K, Teugels, L, Vecchio, E, Radisic, D, Rosseel, E, Hikavyy, A, Chan, BT, Waldron, N, Mitard, J, Besnard, G, Alvarez, A, Gaudin, G, Schwarzenbach, W, Radu, I, Nguyen, BY, Huet, K, Tabata, T, Mazzamuto, F, Demuynck, S, Boemmels, J, Collaert, N & Horiguchi, N 2020, 3D sequential low temperature top tier devices using dopant activation with excimer laser anneal and strained silicon as performance boosters . in 2020 IEEE Symposium on VLSI Technology, VLSI Technology 2020 - Proceedings. , 9265026, Digest of Technical Papers - Symposium on VLSI Technology, vol. 2020-June, Institute of Electrical and Electronics Engineers Inc., pp. 1-2, 2020 IEEE Symposium on VLSI Technology, VLSI Technology 2020, Honolulu, United States, 16/06/20 .

Thompson Sampling for Factored Multi-Agent Bandits

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Phase added sub-stereograms for accelerating computer generated holography

Blinder, D & Schelkens, P 2020, ' Phase added sub-stereograms for accelerating computer generated holography ', Optics Express , vol. 28, no. 11, pp. 16924-16934.

Analysis of a 28-nm CMOS Fast-Lock Bang-Bang Digital PLL With 220-fs RMS Jitter for Millimeter-Wave Communication

Tsai, C-H , Zong, Z, Pepe, F, Mangraviti, G, Craninckx, J & Wambacq, P 2020, ' Analysis of a 28-nm CMOS Fast-Lock Bang-Bang Digital PLL With 220-fs RMS Jitter for Millimeter-Wave Communication ', IEEE JOURNAL OF SOLID-STATE CIRCUITS , vol. 55, no. 7, 9097192, pp. 1854-1863.

Graph Auto-encoder For Graph Signal Denoising

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Thompson Sampling for Loosely-Coupled Multi-Agent Systems: An Application to Wind Farm Control

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The validation of iodine contrast flow velocity quantification from time- resolved CT-angiography in a flow phantom

Boonen, P , Buls, N , Vandemeulebroucke, J , Van Gompel, G , De Brucker, Y , Aerden, D , Tim, L & De Mey, J 2020, The validation of iodine contrast flow velocity quantification from time- resolved CT-angiography in a flow phantom . in ECR 2020 - Book of Abstracts . vol. 11, Insights into Imaging , no. 34, vol. 11, Springer Berlin, pp. 512-512.

Multi-atlas segmentation of the skeleton from whole-body MRI—Impact of iterative background masking

Ceranka, JW , Verga, S , Kvasnytsia, M , Lecouvet, F, Michoux, N , De Mey, J , Raeymaekers, H , Metens, T & Vandemeulebroucke, J 2020, ' Multi-atlas segmentation of the skeleton from whole-body MRI—Impact of iterative background masking ', Magnetic Resonance in Medicine , vol. 83, no. 5, pp. 1851-1862.

(Invited) Advanced Transistors for High Frequency Applications

Parvais, B , Peralagu, U, Vais, A, Alian, A, Witters, L, Mols, Y, Walke, A, Ingels, M, Yu, H, Putcha, V, Khaled, A, Rodriguez, R, Sibaja-Hernandez, A, Yadav, S , Elkashlan, R , Baryshnikova, M, Mannaert, G, Alcotte, R, Kunert, B, Simoen, E, Zhao, E, De Jaeger, B, Fleetwood, D, Langer, R, Zhao, M , Wambacq, P , Waldron, N & Collaert, N 2020, ' (Invited) Advanced Transistors for High Frequency Applications ', ECS Transactions , vol. 97, no. 27, pp. 27-38.

Low 1/f(3) Noise Corner LC-VCO Design Using Flicker Noise Filtering Technique in 22nm FD-SOI

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SVRG-MKL: a Fast and Scalable Multiple Kernel Learning Solution for Features Combination in Multi-Class Classification Problems

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Design of D-Band Transformer-Based Gain-Boosting Class-AB Power Amplifiers in Silicon Technologies

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Cross Data Set Performance Consistency of Objective Quality Assessment Methods for Light Fields

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Artificiële intelligentie (AI) voor het voorspellen van de evolutie bij MS

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Application-level authentication and encryption atop Bluetooth stack for sensitive data communication

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Multi-modal deep network for RGB-D segmentation of clothes

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Two-level clustering methodology for smart metering data

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Defect-based compact modeling of random telegraph noise

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Comparison of temperature dependent carrier transport in FinFET and gate-all-around nanowire FET

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Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighbourhood Structures

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Compact time-resolved fluorescence spectrometer

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Imaging techniques and methodologies for acquisition, processing and distribution of multimodal image data of the oeuvre of Jan van Eyck

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Exploration of Media Blockchain Technologies for JPEG Privacy and Security

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Adopting the JPEG systems layer to create interoperable imaging ecosystems

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Object-based digital hologram segmentation and motion compensation

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Parameterization of the quality factor for the high throughput JPEG 2000

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Hologram calculation in sparse Fourier bases using fixed-point operations, and its circuit architecture

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Accelerating phase-added stereogram calculations by coefficient grouping for digital holography

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CO2 fertilization, transpiration deficit and vegetation period drive the response of mixed broadleaved forests to a changing climate in Wallonia: Dataset

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Thick Cloud Removal with Optical and SAR Imagery via Convolutional-Mapping -Deconvolutional Network

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Reliability and Variability of Advanced CMOS Devices at Cryogenic Temperatures

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Exploring the DC reliability metrics for scaled GaN-on-Si devices targeted for RF/5G applications

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Current-Assisted Single Photon Avalanche Diode (CASPAD) Fabricated in 350 nm Conventional CMOS

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Contrast flow velocity quantification from time-resolved CT angiography: a phantom study

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Interpretable Deep Recurrent Neural Networks via Unfolding Reweighted $ell_1$-$ell_1$ Minimization: Architecture Design and Generalization Analysis

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Computer-aided detection of focal bone metastases from whole-body multi-modal MRI

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Automated threshold selection on whole-body 18F-FDG PET/CT for assessing tumor metabolic response

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Toll-based reinforcement learning for efficient equilibria in route choice

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The use of cognitive mobile games to assess the interaction of cognitive function and breath-hold

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Joint Spatial-spectral Resolution Enhancement of Multispectral Images with Spectral Matrix Factorization and Spatial Sparsity Constraints

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Evaluating several ways to combine handcrafted features-based system with a deep learning system using the LUNA16 Challenge framework

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Collaborative learning of lightweight convolutional neural network and deep clustering for hyperspectral image semi-supervised classification with limited training samples

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Artificially augmenting data or adding more samples? A study on a 3D CNN for lung nodule classification

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A generic method of wearable items virtual try-on

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A 28GHz Two-Way Current Combining Stacked-FET Power Amplifier in 22nm FD-SOI

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Neural Architecture Search under black-box objectives with deep reinforcement learning and increasingly-sparse rewards

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A 12mW 10GHz FMCW PLL Based on an Integrating DAC with 90kHz rms Frequency Error for 23MHz/µs Slope and 1.2GHz Chirp Bandwidth

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Exploration and mechanism analysis: The maximum ultraviolet luminescence limits of ZnO/few-layer graphene composite films

Cheng, C , Stiens, J , Hauffman, T , Pletincx, S & Revilla, RI 2020, ' Exploration and mechanism analysis: The maximum ultraviolet luminescence limits of ZnO/few-layer graphene composite films ', Applied Surface Science , vol. 503, 144169, pp. 1-9.

Ratio between muscle fatigability and self-perceived tiredness could be an important parameter for characterizing frailty

Knoop, V , Costenoble, A , Vella Azzopardi, R , Vermeiren, S , Debain, A , Jansen, B , Scafoglieri, A & Bautmans, I 2020, ' Ratio between muscle fatigability and self-perceived tiredness could be an important parameter for characterizing frailty ', 43e Wintermeeting Belgische vereniging voor gerontologie en geriatrie , Oostende, 14/02/20 - 15/02/20 .

Design and Performance of the first IceAct Demonstrator at the South Pole

IceCube-Gen2 Collaboration, Coppin, P, Toscano, S , Eijndhoven, NV , Correa Camiroaga, P , De Clercq, C , De Wasseige, GL , De Vries, K & Maggi Olmedo, GA 2020, ' Design and Performance of the first IceAct Demonstrator at the South Pole ', JINST , vol. 15, no. 2, T02002.

Consistent scale-dependency of future increases in hourly extreme precipitation in two convection-permitting climate models

Helsen, S , van Lipzig, NPM , Demuzere, M, Vanden Broucke, S, Caluwaerts, S , De Cruz, L , De Troch, R, Hamdi, R, Termonia, P, Van Schaeybroeck, B & Wouters, H 2020, ' Consistent scale-dependency of future increases in hourly extreme precipitation in two convection-permitting climate models ', Climate Dynamics , vol. 54, no. 3-4, pp. 1267-1280.

Message-Based Communication for Heterogeneous Internet of Things Systems

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Global and Local Tensor Sparse Approximation Models for Hyperspectral Image Destriping

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Digenic inheritance of human primary microcephaly delineates centrosomal and non centrosomal pathways

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Randomized clinical trial on reduction of radiotherapy dose to the elective neck in head and neck squamous cell carcinoma update of the long-term tumor outcome

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Quantifying increased rates of erosive tooth wear progression in the early permanent dentition

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Parasitic subthreshold drain current and low frequency noise in GaN/AlGaN metal-oxide-semiconductor high-electron-mobility field-effect-transistors

Takakura, K, Putcha, V , Simoen, E , Alian, AR, Peralagu, U, Waldron, N , Parvais, B & Collaert, N 2020, ' Parasitic subthreshold drain current and low frequency noise in GaN/AlGaN metal-oxide-semiconductor high-electron-mobility field-effect-transistors ', Semiconductor Science and Technology , vol. 36, no. 2, 024003.

Hologram compression in quantitative phase imaging

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Omnidirectional Video Quality Index Accounting for Judder

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A 3D Convolutional Neural Network for Light Field Depth Estimation

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The Effect of Optic Flow Speed on Active Participation during Robot-Assisted Treadmill Walking in Healthy Adults.

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An interpretable semi-supervised classifier using two different strategies for amended self-labeling

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A Range-Independent Disparity-Based Calibration Model for Structured Light Pattern-Based RGBD Sensor

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Improving Plane Fitting Accuracy with Rigorous Error Models of Structured Light-Based RGB-D Sensors

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Joint Registration of Multiple Point Sets with Refinement

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Automatic Indoor as-Built Building Information Models Generation by Using Low-Cost RGB-D Sensors

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Error Assessment and Mitigation Methods in Transient Radar Method

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Correction to: Detecting neurodegenerative pathology in multiple sclerosis before irreversible brain tissue loss sets in

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The responses of the ecosystems in the Tianshan north slope under multiple representative concentration pathway scenarios in the middle of the 21st century

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Development of a scanning PIV technique for 3D characterization of flows in microchannels

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Synthesized View Quality Assessment Using Feature Matching and Superpixel Difference

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Hyperspectral Anomaly Detection through Sparse Representation with Tensor Decomposition-based Dictionary Construction and Adaptive Weighting

Yang, Y , Song, S, Liu, D , Chan, JC-W , Li, J & Zhang, J 2020, ' Hyperspectral Anomaly Detection through Sparse Representation with Tensor Decomposition-based Dictionary Construction and Adaptive Weighting ', IEEE Access , vol. 8, 9068263, pp. 72121-72137.

Characterization and Modeling of Hot Carrier Degradation in N-Channel Gate-All-Around Nanowire FETs

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Theory and numerics of some matrix nearness problems with applications in systems and control

Fazzi, A 2020, ' Theory and numerics of some matrix nearness problems with applications in systems and control '.

Guiding the mitigation of epidemics with reinforcement learning

Libin, P 2020, ' Guiding the mitigation of epidemics with reinforcement learning '.

Naar multivariante pathogeniteitsvoorspellingen: machine-learning om ziekteveroorzakende oligogene variantcombinaties te voorspellen en te onderzoeken

Papadimitriou, S 2020, ' Naar multivariante pathogeniteitsvoorspellingen: machine-learning om ziekteveroorzakende oligogene variantcombinaties te voorspellen en te onderzoeken ', Vrije Universiteit Brussel.

Use of Current-Assisted Principles in Optical Receivers

Boulanger, S 2020, ' Use of Current-Assisted Principles in Optical Receivers ', Vrije Universiteit Brussel, Brussels.

Modelvrij bekrachtigingsleren voor reële wereld robots

Steckelmacher, D 2020, ' Modelvrij bekrachtigingsleren voor reële wereld robots ', Vrije Universiteit Brussel.

Contrast Flow Velocity Quantification from Time-Resolved CT Angiography, a Phantom Study

Boonen, PT , Buls, N , Van Gompel, G , De Brucker, Y , Aerden, D , Leiner, T , de Mey, J & Vandemeulebroucke, J 2020, ' Contrast Flow Velocity Quantification from Time-Resolved CT Angiography, a Phantom Study ', Progress in biomedical optics and imaging , vol. 11312.

A 247 and 272 GHz Two-Stage Regenerative Amplifiers in 65 nm CMOS with 18 and 15 dB Gain Based on Double-G(max) Gain Boosting Technique

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A 1st Order Incremental Sigma-Delta with Refined Digitally Implemented Feed-Forward for 2-stage ADC

Yasue, T , Fortunato, F , Spagnolo, A, San Segundo Bello, D, De Bock, M , Wambacq, P & Craninckx, J 2020, A 1st Order Incremental Sigma-Delta with Refined Digitally Implemented Feed-Forward for 2-stage ADC . in Proceedings of 2020 IEEE SENSORS. IEEE, pp. 1-4, IEEE SENSORS 2020, Rotterdam, Netherlands, 25/10/20 .

6. A 247 and 272 GHz Two-Stage Regenerative Amplifiers in 65 nm CMOS with 18 and 15 dB Gain Based on Double-G(max) Gain Boosting Technique

Park, D-W, Radityo Utomo, D, Hong, J-P, Vaesen, K , Wambacq, P & Lee, S-G 2020, A 247 and 272 GHz Two-Stage Regenerative Amplifiers in 65 nm CMOS with 18 and 15 dB Gain Based on Double-G(max) Gain Boosting Technique . in Proceedings of the 2020 IEEE Symposium on VLSI Circuits. IEEE, pp. 1-2, 2020 IEEE Symposium on VLSI Circuits, 14/06/20 .

Self-labeling Grey-Box Model: An Interpretable Semi-Supervised Classifier

Grau, I 2020, ' Self-labeling Grey-Box Model: An Interpretable Semi-Supervised Classifier ', Vrije Universiteit Brussel, Brussels.

Code-Switching Patterns Can Be an Effective Route to Improve Performance of Downstream NLP Applications: A Case Study of Humour, Sarcasm and Hate Speech Detection

Patro, J 2020, Code-Switching Patterns Can Be an Effective Route to Improve Performance of Downstream NLP Applications: A Case Study of Humour, Sarcasm and Hate Speech Detection . in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020.

THE OPERATIONALIZATION OF FATIGUE IN FRAILTY SCALES

Knoop, V , Costenoble, A , Azzopardi, RV , Vermeiren, S , Debain, A , Jansen, B , Scafoglieri, A & Bautmans, I 2020, ' THE OPERATIONALIZATION OF FATIGUE IN FRAILTY SCALES ', Osteoporosis International , vol. 31, no. SUPPL 1, NSS72, pp. S119-S119.

RELATIONSHIP BETWEEN BODY COMPOSITION AND SELF-PERCEIVED FATIGUE IN COMMUNITY-DWELLING ADULTS AGED 80 AND OVER?

Knoop, V , Costenoble, A , Vella Azzopardi, R , Vermeiren, S , Debain, A , Jansen, B , Scafoglieri, A & Bautmans, I 2020, ' RELATIONSHIP BETWEEN BODY COMPOSITION AND SELF-PERCEIVED FATIGUE IN COMMUNITY-DWELLING ADULTS AGED 80 AND OVER? ', Osteoporosis International , vol. 31, no. SUPPL 1, P1152, pp. S562-S563.

RATIO BETWEEN MUSCLE FATIGABILITY AND SELF-PERCEIVED TIREDNESS COULD BE AN IMPORTANT PARAMETER FOR CHARACTERIZING FRAILTY?

Knoop, V , Costenoble, A , Vella Azzopardi, R , Vermeiren, S , Debain, A , Jansen, B , Scafoglieri, A & Bautmans, I 2020, ' RATIO BETWEEN MUSCLE FATIGABILITY AND SELF-PERCEIVED TIREDNESS COULD BE AN IMPORTANT PARAMETER FOR CHARACTERIZING FRAILTY? ', Osteoporosis International , vol. 31, no. SUPPL 1, P1156, pp. S564-S564.

A NEW BIA EQUATION FOR DETERMINING APPENDICULAR LEAN MASS IN COMMUNITY-DWELLING PERSONS AGED 80+

Van Den Broeck, J , Vermeiren, S , Beckwée, D , Vella Azzopardi, R , Beyer, I , Knoop, V , Jansen, B , Delaere, S, Antoine, A , Bautmans, I & Scafoglieri, A 2020, ' A NEW BIA EQUATION FOR DETERMINING APPENDICULAR LEAN MASS IN COMMUNITY-DWELLING PERSONS AGED 80+ ', Osteoporosis International , vol. 31, no. SUPPL 1, NSS101, pp. S130-S131.

Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences

De Oliveira Ramos, G , Radulescu, R , Nowe, A & Tavares, A 2020, Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences . in B An, A El Fallah Seghrouchni & G Sukthankar (eds), Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2020. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, vol. 2020-May, IFAAMAS, pp. 1098-1106, The 19th International Conference on Autonomous Agents and Multi-Agent Systems 2020, Auckland, New Zealand, 9/05/20 .

Thesis Abstract: Teaching a Machine to Diagnose a Heart Disease. Beginning from digitizing scanned ECGs to detecting the Brugada Syndrome (BrS).

Jaxy, S , Grau, I , Potyka1, N , Pappaert, G , Olsen, C & Nowe, A 2020, Thesis Abstract: Teaching a Machine to Diagnose a Heart Disease. Beginning from digitizing scanned ECGs to detecting the Brugada Syndrome (BrS). in L Cao, W Kosters & J Lijffijt (eds), Proceedings of the 32th Benelux Conference on Artificial Intelligence and the 29th Belgian Dutch Conference on Machine Learning (BNAIC/BENELEARN 2020). Leiden, The Netherlands, pp. 418-419, 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning, Leiden, Netherlands, 19/11/20 .

Temporal Collaborative Filtering with Graph Convolutional Neural Networks

Rodrigo Bonet, E , Nguyen, MD & Deligiannis, N 2020, Temporal Collaborative Filtering with Graph Convolutional Neural Networks . in 25th International Conference on Pattern Recognition (ICPR). , 9413200, Proceedings - International Conference on Pattern Recognition, IEEE, pp. 4736-4742, 25th IEEE International Conference on Pattern Recognition, Milan, Italy, 10/01/21 .

Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics

Steckelmacher, D , Plisnier, H , Roijers, D & Nowe, A 2020, Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics . in U Brefeld, E Fromont, A Hotho, A Knobbe, M Maathuis & C Robardet (eds), Lecture Notes in Artificial Intelligence: Machine Learning and Knowledge Discovery in Databases (ECML-PKDD proceedings), volume III. vol. 11908, 48, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11908 LNAI, Springer, pp. 19-34, European Conference on Machine Learning 2019, Wurzburg, Germany, 16/09/19 .

Physical Model of Low-Temperature to Cryogenic Threshold Voltage in MOSFETs

Beckers, A, Jazaeri, F, Grill, A, Narasimhamoorthy, S , Parvais, B & Enz, C 2020, ' Physical Model of Low-Temperature to Cryogenic Threshold Voltage in MOSFETs ', IEEE Journal of the Electron Devices Society , vol. 8, pp. 780-788.

Opponent Modelling using Policy Reconstruction for Multi-Objective Normal Form Games

Zhang, Y , Radulescu, R , Mannion, P , Roijers, D & Nowe, A 2020, Opponent Modelling using Policy Reconstruction for Multi-Objective Normal Form Games . in Proceedings of the Adaptive and Learning Agents Workshop 2020 (ALA2020) at AAMAS. 2020 Adaptive Learning Agents workshop at AAMAS, Auckland, New Zealand, 9/05/20 .

Opponent Modelling for Reinforcement Learning in Multi-Objective Normal Form Games: Extended Abstract

Zhang, Y , Radulescu, R , Mannion, P , Roijers, D & Nowe, A 2020, Opponent Modelling for Reinforcement Learning in Multi-Objective Normal Form Games: Extended Abstract . in B An, A El Fallah Seghrouchni & G Sukthankar (eds), Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2020. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, vol. 2020-May, IFAAMAS, pp. 2080-2082, The 19th International Conference on Autonomous Agents and Multi-Agent Systems 2020, Auckland, New Zealand, 9/05/20 .

Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey: JAAMAS Track

Radulescu, R , Mannion, P , Roijers, D & Nowe, A 2020, Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey: JAAMAS Track . in Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems, AAMAS 2020 . IFAAMAS, pp. 2158-2160, The 19th International Conference on Autonomous Agents and Multi-Agent Systems 2020, Auckland, New Zealand, 9/05/20 .

Multi-Agent Reinforcement Learning Tool for Job Shop Scheduling Problems

Jiménez, YM , Palacio, JC & Nowé, A 2020, Multi-Agent Reinforcement Learning Tool for Job Shop Scheduling Problems . in B Dorronsoro, P Ruiz, JCDL Torre, D Urda & E-G Talbi (eds), Optimization and Learning - Third International Conference, OLA2020, Cádiz, Spain, February 17-19, 2020, Proceedings. vol. 1173, Communications in Computer and Information Science, Springer, pp. 3-12, The International Conference in Optimization and Learning, Spain, 17/02/20 .

Learning Salient Segments for Speech Emotion Recognition Using Attentive Temporal Pooling

Xia, X, Jiang, D & Sahli, H 2020, ' Learning Salient Segments for Speech Emotion Recognition Using Attentive Temporal Pooling ', IEEE Access , vol. 8, pp. 151740-151752.

Interpretable Deep Multimodal Image Super-Resolution

Marivani, I , Tsiligianni, E , Cornelis, B & Deligiannis, N 2020, Interpretable Deep Multimodal Image Super-Resolution . in iTWIST : international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques. pp. 1-3, iTWISTཐ : international Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Nantes, France, 2/12/20 .

Interactive Multi-Objective Reinforcement Learning in Multi-Armed Bandits with Gaussian Process Utility Models

Roijers, DM , Zintgraf, LM , Libin, P , Reymond, M , Bargiacchi, E & Nowe, A 2020, Interactive Multi-Objective Reinforcement Learning in Multi-Armed Bandits with Gaussian Process Utility Models . in ECML-PKDD 2020: Proceedings of the 2020 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer, ECML PKDD: Joint European Conference on Machine Learning and Knowledge Discovery in Databases , Ghent, Belgium, 14/09/20 .

Hyperspectral-Multispectral Image Fusion Enhancement Based on Deep Learning

Yang, J, Zhao, Y & Chan, JC-W 2020, Hyperspectral-Multispectral Image Fusion Enhancement Based on Deep Learning . in S Prasad & J Chanussot (eds), Hyperspectral Image Analysis - Advances in Machine Learning and Signal Processing. Advances in Computer Vision and Pattern Recognition, Springer, pp. 407-433.

Hyperspectral and Multispectral Image Fusion via Graph Laplacian Guided Coupled Tenor Decomposition

Bu, Y, Zhao, Y, Xue, J , Chan, JC-W , Kong, SG, Yi, C, Wen, J & Wang, B 2020, ' Hyperspectral and Multispectral Image Fusion via Graph Laplacian Guided Coupled Tenor Decomposition ', IEEE Transactions on Geoscience and Remote Sensing .

Feature Augmenting Networks for Improving Depression Severity Estimation from Speech Signals

Yang, L, Jiang, D & Sahli, H 2020, ' Feature Augmenting Networks for Improving Depression Severity Estimation from Speech Signals ', IEEE Access , vol. 8, pp. 24033-24045.

Extended Abstract: An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling.

Grau, I , Sengupta, D, Garcia Lorenzo, MM & Nowe, A 2020, Extended Abstract: An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling. in L Cao, W Kosters & J Lijffijt (eds), Proceedings of the 32th Benelux Conference on Artificial Intelligence and the 29th Belgian Dutch Conference on Machine Learning (BNAIC/BENELEARN 2020). Leiden, the Netherlands, pp. 376-377, 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning, Leiden, Netherlands, 19/11/20 .

Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers

Marivani, I , Tsiligianni, E , Cornelis, B & Deligiannis, N 2020, Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers . in European Signal Processing Conference (EUSIPCO). IEEE, 28th European Signal Processing Conference, Amsterdam, Netherlands, 18/01/21 .

DeepFPC: A Deep Unfolded Network for Sparse Signal Recovery from 1-Bit Measurements With Application to DOA Estimation

Xiao, P, Liao, B & Deligiannis, N 2020, ' DeepFPC: A Deep Unfolded Network for Sparse Signal Recovery from 1-Bit Measurements With Application to DOA Estimation ', Signal Processing , vol. 176, pp. 1-8.

Automated MRI volumetry as a diagnostic tool for Alzheimer's disease: Validation of icobrain dm

Struyfs, H, Sima, DM, Wittens, M, Ribbens, A, Pedrosa de Barros, N, Phan, TV, Ferraz Meyer, MI, Claes, L, Niemantsverdriet, E , Engelborghs, S , Van Hecke, W & Smeets, D 2020, ' Automated MRI volumetry as a diagnostic tool for Alzheimer's disease: Validation of icobrain dm ', NeuroImage: Clinical , vol. 26, 102243.

A Utility-Based Analysis of Equilibria in Multi-Objective Normal Form Games

Radulescu, R , Mannion, P, Zhang, Y , Roijers, D & Nowe, A 2020, ' A Utility-Based Analysis of Equilibria in Multi-Objective Normal Form Games ', The Knowledge Engineering Review , vol. 35, e32.

A Robust Deep Unfolded Network for Sparse Signal Recovery from Noisy Binary Measurements

Yang, Y , Xiao, P, Liao, B & Deligiannis, N 2020, A Robust Deep Unfolded Network for Sparse Signal Recovery from Noisy Binary Measurements . in European Signal Processing Conference (EUSIPCO). IEEE, pp. 2060-2064, European Signal Processing Conference, 18/01/21 .

An overview of the emerging JPEG Pleno standard, conformance testing and reference software

Perra, C, Freitas, PG, Seidel, I & Schelkens, P 2020, An overview of the emerging JPEG Pleno standard, conformance testing and reference software . in P Schelkens & T Kozacki (eds), Optics, Photonics and Digital Technologies for Imaging Applications VI. vol. 11353, 113530Y, Proceedings of SPIE - The International Society for Optical Engineering, vol. 11353, SPIE Press, Optics, Photonics and Digital Technologies for Imaging Applications VI 2020, Virtual, Online, France, 6/04/20 .

An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling

Grau, I , Sengupta, D, Garcia Lorenzo, MM & Nowe, A 2020, An Interpretable Semi-supervised Classifier using Rough Sets for Amended Self-labeling . in Proceedings of the 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, pp. 1-8, IEEE World Congress on Computational Intelligence (WCCI) 2020, Glasgow, United Kingdom, 19/07/20 .

An efficient model-level fusion approach for continuous affect recognition from audiovisual signals

Pei, E, Jiang, D & Sahli, H 2020, ' An efficient model-level fusion approach for continuous affect recognition from audiovisual signals ', Neurocomputing , vol. 376, pp. 42-53.

AI-Toolbox: A Framework for Fundamental Reinforcement Learning

Bargiacchi, E , Roijers, DM & Nowe, A 2020, AI-Toolbox: A Framework for Fundamental Reinforcement Learning . in L Cao, W Kosters & J Lijffijt (eds), Proceedings of the 32nd Benelux Conference on Artificial Intelligence (BNAIC 2020). CEUR Workshop Proceedings, pp. 359-360, 32nd Benelux Conference on Artificial Intelligence/Belgian-Dutch Conference on Machine Learning, Leiden, Netherlands, 19/11/20 .

 
2019 
Enhanced Sparsity Prior Model for Low-rank Tensor Completion

Xue, J, Zhao, Y, Liao, W , Chan, JC-W & Kong, SG 2019, ' Enhanced Sparsity Prior Model for Low-rank Tensor Completion ', IEEE Transactions on Neural Networks and Learning Systems , pp. 1-15.

Efficient holographic video generation based on rotational transformation of wavefields

Symeonidou, A , Kizhakkumkara Muhamad, R , Birnbaum, T & Schelkens, P 2019, ' Efficient holographic video generation based on rotational transformation of wavefields ', Optics Express , vol. 27, no. 26, pp. 37383-37399.

A Fully Electronically Tunable Millimeter Wave lab-in-waveguide Nano-Fluidic Sensor

He, G, Zhang, Y , De Tandt, C & Stiens, J 2019, ' A Fully Electronically Tunable Millimeter Wave lab-in-waveguide Nano-Fluidic Sensor ', Journal of Physics D: Applied Physics , vol. 53, no. 9.

Accelerating Interactive Reinforcement Learning byHuman Advice for an Assembly Task by a Cobot

De Winter, J , De Beir, A , El Makrini, I , Van De Perre, G , Nowe, A & Vanderborght, B 2019, ' Accelerating Interactive Reinforcement Learning byHuman Advice for an Assembly Task by a Cobot ', Robotics , vol. 8, no. 4, 104.

Frame-wise CNN-based View Synthesis for Light field Camera Arrays

Schiopu, I , Rondao Alface, P & Munteanu, A 2019, Frame-wise CNN-based View Synthesis for Light field Camera Arrays . in International Conference on 3D Immersion. 2019 edn, 58, 2019 International Conference on 3D Immersion, IC3D 2019 - Proceedings, vol. 2019-January, IEEE, pp. 1, International Conference on 3D Immersion, Brussels, Belgium, 11/12/19 .

Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey

Radulescu, R , Mannion, P , Roijers, D & Nowe, A 2019, ' Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey ', Autonomous Agents and Multi-Agent Systems , vol. 34, no. 1, 10.

Plenoptic camera calibration based on microlens distortion modelling

Darwish, W , Bolsee, Q & Munteanu, A 2019, ' Plenoptic camera calibration based on microlens distortion modelling ', ISPRS Journal of Photogrammetry and Remote Sensing , vol. 158, pp. 146-154.

Exact global motion compensation for holographic video compression

Kizhakkumkara Muhamad, R , Blinder, D , Symeonidou, A , Birnbaum, T , Watanabe, O , Schretter, C & Schelkens, P 2019, ' Exact global motion compensation for holographic video compression ', Applied Optics , vol. 58, no. 34, pp. G204-G217.

Physical Insights on Steep Slope FEFETs including Nucleation-Propagation and Charge Trapping

Xiang, Y, Verhulst, AS , Parvais, B , Horiguchi, N, Groeseneken, G, Houdt, JV, Bardon, MG, Alam, MNK, Thesberg, M, Kaczer, B, Roussel, P, Popovici, MI, Ragnarsson, LA & Truijen, B 2019, Physical Insights on Steep Slope FEFETs including Nucleation-Propagation and Charge Trapping . in 2019 IEEE International Electron Devices Meeting, IEDM 2019. , 8993492, Technical Digest - International Electron Devices Meeting, IEDM, vol. 2019-December, Institute of Electrical and Electronics Engineers Inc., 65th Annual IEEE International Electron Devices Meeting, IEDM 2019, San Francisco, United States, 7/12/19 .

First demonstration of III-V HBTs on 300 mm Si substrates using nano-ridge engineering

Vais, A, Alcotte, R, Ingels, M , Wambacq, P , Parvais, B , Langer, R, Kunert, B, Waldron, N, Collaert, N, Witters, L, Mols, Y, Hernandez, AS, Walke, A, Yu, H, Baryshnikova, M, Mannaert, G & Deshpande, V 2019, First demonstration of III-V HBTs on 300 mm Si substrates using nano-ridge engineering . in 2019 IEEE International Electron Devices Meeting, IEDM 2019. , 8993539, Technical Digest - International Electron Devices Meeting, IEDM, vol. 2019-December, Institute of Electrical and Electronics Engineers Inc., pp. 178-181, 65th Annual IEEE International Electron Devices Meeting, IEDM 2019, San Francisco, United States, 7/12/19 .

Deep coupled-representation learning for sparse linear inverse problems with side information

Tsiligianni, E & Deligiannis, N 2019, ' Deep coupled-representation learning for sparse linear inverse problems with side information ', IEEE Signal Processing Letters , vol. 26, no. 12, 8844082, pp. 1768-1772.

CMOS-compatible GaN-based devices on 200mm-Si for RF applications: Integration and Performance

Peralagu, U, De Jaeger, B, Fleetwood, DM , Wambacq, P , Zhao, M , Parvais, B , Waldron, N, Collaert, N, Alian, A, Putcha, V, Khaled, A, Rodriguez, R, Sibaja-Hernandez, A, Chang, S , Simoen, E & Zhao, SE 2019, CMOS-compatible GaN-based devices on 200mm-Si for RF applications: Integration and Performance . in Proceedings of the 2019 IEEE International Electron Devices Meeting. , 8993582, Technical Digest - International Electron Devices Meeting, IEDM, vol. 2019-December, Institute of Electrical and Electronics Engineers Inc., pp. 17.2.1-17.2.4, 65th Annual IEEE International Electron Devices Meeting, IEDM 2019, San Francisco, United States, 7/12/19 .

A novel preparation method for uniform large-area graphene films on Ni@Cu substrate

Chen, C & Stiens, J 2019, ' A novel preparation method for uniform large-area graphene films on Ni@Cu substrate ', Materials Today Communications , vol. 21, 100607.

A low-cost system for continuous vital sign monitoring using the technology behind pulse-oximeters

Sole Morillo, A , Stiens, J , Van Wittenberghe, E & Malbrain, M 2019, ' A low-cost system for continuous vital sign monitoring using the technology behind pulse-oximeters ', 18th National Day on Biomedical Engineering, Brussels, Belgium, 29/11/18 - 29/11/19 .

Evaluation of different resolution decomposition techniques and neural networks in virtual dual energy imaging

Amador Sanchez, S , Dhont, J, Malbrain, M (ed.) , De Mey, J (ed.) & Vandemeulebroucke, J 2019, ' Evaluation of different resolution decomposition techniques and neural networks in virtual dual energy imaging ', IEEE EMBS Benelux Chapter, Leuven, Belgium, 28/11/19 - 28/11/19 .

The effect of optic flow manipulation on active participation during robot-assisted treadmill walking in healthy adults.

De Keersmaecker, E , Lefeber, N , Serrien, B , Jansen, B , Rodriguez Guerrero, CD , Niazi, N , Kerckhofs, E & Swinnen, E 2019, ' The effect of optic flow manipulation on active participation during robot-assisted treadmill walking in healthy adults. ', Symposium of the Belgian Society for Neurorehabilitation, Brussels, Belgium, 23/11/19 - 23/11/19 .

Paired supervised learning and unsupervised pretraining of CNN-architecture for violence detection in videos

Diaz Berenguer, A , Oveneke, MC, Alioscha-Perez, M & Sahli, H 2019, Paired supervised learning and unsupervised pretraining of CNN-architecture for violence detection in videos . in Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn2019). vol. 2491, CEUR Workshop Proceedings, CEUR Workshop Proceedings, BNAIC 2019, Brussels, Belgium, 7/11/19 .

End-to-end Anomaly Detection, Correction and Prediction of Missing Values in Historical Daily Temperature Timeseries

Alioscha-Perez, M, Oveneke, MC , Diaz Berenguer, A , BERTRAND, C & Sahli, H 2019, End-to-end Anomaly Detection, Correction and Prediction of Missing Values in Historical Daily Temperature Timeseries . in Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn2019). vol. 2491, CEUR Workshop Proceedings, CEUR Workshop Proceedings, pp. 1-2, BNAIC 2019, Brussels, Belgium, 7/11/19 .

Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors

Plisnier, H , Steckelmacher, D , Roijers, DM & Nowe, A 2019, ' Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors ', 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning, BNAIC/BENELEARN 2019, Brussels, Belgium, 6/11/19 - 8/11/19 .

Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors

Plisnier, H , Steckelmacher, D , Roijers, D & Nowe, A 2019, Transfer Reinforcement Learning across Environment Dynamics with Multiple Advisors . in Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019). vol. 2491, 11, CEUR Workshop Proceedings, CEUR Workshop Proceedings, 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning, BNAIC/BENELEARN 2019, Brussels, Belgium, 6/11/19 .

Training a Speech-to-Text Model for Dutch on the Corpus Gesproken Nederlands

Röpke, W , Radulescu, R , Efthymiadis, K & Nowe, A 2019, Training a Speech-to-Text Model for Dutch on the Corpus Gesproken Nederlands . in K Beuls, B Bogaerts, G Bontempi, P Geurts, N Harley, B Lebichot, T Lenaerts, G Louppe & P Van Eecke (eds), Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019). vol. 2491, CEUR Workshop Proceedings, CEUR Workshop Proceedings, 31st Benelux Conference on Artificial Intelligence, Brussels, Belgium, 6/11/19 .

Towards a phylogenetic measure to quantify HIV incidence

Libin, P , Versbraegen, N, Abecasis, A, Gomes, P, Lenaerts, T & Nowe, A 2019, Towards a phylogenetic measure to quantify HIV incidence . in BNAIC 2019. vol. 2491, CEUR Workshop Proceedings, BNAIC 2019, Brussels, Belgium, 7/11/19 .

Tobacco use and associated risk factors in Burkina Faso: results from a population based cross-sectional survey

Bonnechère, BJP, Cissé, K, Millogo, T, Ouédraogo, GH, Garanet, F, Ouedraogo, MA, Boyle, G, Samadoulougou, S, Kouanda, S & Kirakoya-Samadoulougou, F 2019, ' Tobacco use and associated risk factors in Burkina Faso: results from a population based cross-sectional survey ', BMC Public Health , vol. 19, no. 1, 1466, pp. 2-9.

Privacy preserving reinforcement learning over distributed datasets

Loeb, R , Verstraeten, T , Nowe, A & Dooms, A 2019, Privacy preserving reinforcement learning over distributed datasets . in BNAIC: Belgium-Netherlands Conference on Artificial Intelligence. vol. 2491, 153783, CEUR Workshop Proceedings, CEUR Workshop Proceedings, 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning, BNAIC/BENELEARN 2019, Brussels, Belgium, 6/11/19 .

Failure Avoidance for Wind Turbines through Fleetwide Control

Verstraeten, T , Nowe, A & Helsen, J 2019, Failure Avoidance for Wind Turbines through Fleetwide Control . in Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019). vol. 2491, CEUR Workshop Proceedings, CEUR Workshop Proceedings, The 31st Benelux Conference on Artificial Intelligence and the 28th Belgian Dutch Conference on Machine Learning, Brussels, Belgium, 6/11/19 .

DuStt – a Speech-to-Text Engine for Dutch: Demo Abstract

Röpke, W , Radulescu, R , Efthymiadis, K & Nowe, A 2019, DuStt – a Speech-to-Text Engine for Dutch: Demo Abstract . in K Beuls, B Bogaerts, G Bontempi, P Geurts, N Harley, B Lebichot, T Lenaerts, G Louppe & P Van Eecke (eds), Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019). vol. 2491, CEUR Workshop Proceedings, CEUR Workshop Proceedings, 31st Benelux Conference on Artificial Intelligence, Brussels, Belgium, 6/11/19 .

The Potential of NeuroEvolution in Computer Aided Diagnosis Systems

Papavasileiou, E & Jansen, B 2019, ' The Potential of NeuroEvolution in Computer Aided Diagnosis Systems ', 18th National Day on Biomedical Engineering, Brussels, Belgium, 29/11/18 - 29/11/19 .

Spectral super-resolution for multispectral image based on spectral improvement strategy and spatial preservation strategy

Yi, C, Zhao, Y & Chan, JC-W 2019, ' Spectral super-resolution for multispectral image based on spectral improvement strategy and spatial preservation strategy ', IEEE Transactions on Geoscience and Remote Sensing , vol. 57, no. 11, pp. 9010-9024.

Nonconvex Tensor Rank Minimization and Its Applications to Tensor Recovery

Xue, J, Zhao, Y, Liao, W & Chan, JC-W 2019, ' Nonconvex Tensor Rank Minimization and Its Applications to Tensor Recovery ', Information Sciences , vol. 503, pp. 109-128.

Ge Devices: A Potential Candidate for Sub-5-nm Nodes?

Sharan, N, Eneman, G, Collaert, N , Parvais, B , Spessot, A, Mocuta, A, Shaik, KA, Jang, D, Schuddinck, P, Yakimets, D, Bardon, MG, Mitard, J, Arimura, H & Bufler, FM 2019, ' Ge Devices: A Potential Candidate for Sub-5-nm Nodes? ', IEEE Transactions on Electron Devices , vol. 66, no. 11, 8868097, pp. 4997-5002.

Bayesian Anytime m-top Exploration

Libin, P , Verstraeten, T , Roijers, DM , Wang, W, Theys, K & Nowe, A 2019, Bayesian Anytime m-top Exploration . in 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI). pp. 1422-1428, ICTAI, Portland, United States, 4/11/19 .

Accuracy Assessment of Different Photogrammetric Software for Processing Data from Low-Cost UAV Platforms in Forest Conditions

Brach, M , Chan, JC-W & Szymanski, P 2019, ' Accuracy Assessment of Different Photogrammetric Software for Processing Data from Low-Cost UAV Platforms in Forest Conditions ', IForest , vol. 12, no. 5, pp. 435-441.

Deep Learning for Precipitation Estimation from Satellite and Rain Gauges Measurements

Moraux, A , Dewitte, S , Cornelis, B & Munteanu, A 2019, ' Deep Learning for Precipitation Estimation from Satellite and Rain Gauges Measurements ', Remote Sensing , vol. 11, no. 21, 2463.

Strong cosmic censorship for the Dirac field in the higher dimensional Reissner-Nordstromde Sitter black hole

Liu, X, Vooren, SV, Zhang, H & Zhong, Z 2019, ' Strong cosmic censorship for the Dirac field in the higher dimensional Reissner-Nordstromde Sitter black hole ', JHEP , vol. 2019, no. 10, 186.

Growth mechanism of novelty scaly CNFs@ZnO nanofibers structure and its photoluminescence property

Chen, C , He, G , Hauffman, T , Pletincx, S , De Tandt, C & Stiens, J 2019, ' Growth mechanism of novelty scaly CNFs@ZnO nanofibers structure and its photoluminescence property ', Applied Surface Science , vol. 491, no. 0169-4332, pp. 75-82.

Growth mechanism of novel scaly CNFs@ZnO nanofibers structure and its photoluminescence property

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Association Between Immunosenescence Phenotypes and Pre-frailty in Older Subjects: Does Cytomegalovirus Play a Role?

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Understanding the impact of time-dependent random variability on analog ICs: From single transistor measurements to circuit simulations

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Telecommunications device comprising an electrical balance duplexer and a method for balancing said electrical balance duplexer

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Streamlining pre- and intra-hospital care for patients with severe trauma: a white paper from the European Critical Care Foundation

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Four-dimensional CT as a valid approach to detect and quantify kinematic changes after selective ankle ligament sectioning

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Validation of the Wii Balance Board to assess balance modifications induced by increased respiratory loads in healthy subjects

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Multi-User Hybrid MIMO at 60 GHz Using 16-Antenna Transmitters

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Comparing stakeholder incentives across state-of-the-art renewable support mechanisms

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A 1-GS/s, 12-b, Single-Channel Pipelined ADC With Dead-Zone-Degenerated Ring Amplifiers

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First Demonstration of 3D stacked Finfets at a 45nm fin pitch and 110nm gate pitch technology on 300mm wafers

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Thompson Sampling for m-top Exploration

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Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction

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Hyperspectral Images Classification Based on Dense Convolutional Networks with Spectral-Wise Attention Mechanism

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Fake news detection using deep Markov random fields

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High-speed CMOS circuits for MM-wave communication and sensing

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Acceleration of streaming applications on FPGAs: Architectures, Performance Strategies and Models

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Functional assessment during physical rehabilitation exercises using serious games (prof. Serge Van Sint Jan)

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The AFTER project: filling the gap for regional climate modeling over the Central Asia CORDEX domain

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Regional climate simulations for the impact of climate change over the CAS-CORDEX domain

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Drivetrain reliability improvements from long-term field data processed in the cloud

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Combining Edge and Cloud Computing for Monitoring a Fleet of Wind Turbine drivetrains Using Combined Machine Learning Signal Processing Approaches

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KGPChamps at SemEval-2019 Task 3: A deep learning approach to detect emotions in the dialog utterances

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Characterizing the Spread of Exaggerated Health News Content over Social Media

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A deep-learning framework to detect sarcasm targets

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validation of a novel device for lower limb weight-bearing dynamic CT: a 3D knee kinematic analysis

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Trunk inclination and hip extension mobility, but not thoracic kyphosis angle, are related to 3D-accelerometry based gait alterations and increased fall-risk in older persons.

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Politeness Detection in Speech for Human-Computer Interaction

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NOVEL DEVICE FOR LOWER LIMB WEIGHT-BEARING DYNAMIC CT: A 3D KNEE KINEMATIC ANALYSIS

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Multimodal Image Super-resolution via Joint Sparse Representations induced by Coupled Dictionaries

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Leveraging the Deep Learning Paradigm for Continuous Affect Estimation from Facial Expressions

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Immersive virtual reality during robot-assisted walking in healthy adults: preliminary results of the effect of optic flow manipulation.

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Going Deeper with Densely Connected Convolutional Neural Networks for Multispectral Pansharpening

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Glycos: The Basis for a Peer-to-Peer, Private Online Social Network

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FACS3D-Net: 3D Convolution based Spatiotemporal Representation for Action Unit Detection

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Equilibria in Multi-Objective Games: a Utility-Based Perspective

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Elliptic Curve Qu-Vanstone Based Signcryption Schemes with Proxy Re-encryption for Secure Cloud Data Storage

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Efficient Spatial Temporal Convolutional Features for Audiovisual Continuous Affect Recognition

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Edge computing for advanced vibration signal processing

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Dynamic weights in multi-objective deep reinforcement learning

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Dynamic Ct For Musculoskeletal Applications: Evaluating Accuracy of The Image Registration Step

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Dynamic CT for musculoskeletal applications: evalauting accuracy of the image registration step

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Detecting neurodegenerative pathology in multiple sclerosis before irreversible brain tissue loss sets in

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Computer Aided Detection and Diagnosis System for Breast Cancer Detection Based on High Resolution 3D micro-CT Breast Microcalcifications

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COMPARISON BETWEEN ORTHOSTATIC SQUAT AND HORIZONTAL SQUAT FOR VALIDATION OF A NOVEL DEVICE: sEMG OF THE LOWER LIMB

Buzzatti, L , Keelson, B , Scheerlinck, T , Baeyens, J-P , Van Gompel, G , Vandemeulebroucke, J , De Maeseneer, M , De Mey, J , Buls, N , Cattrysse, E & Serrien, B 2019, ' COMPARISON BETWEEN ORTHOSTATIC SQUAT AND HORIZONTAL SQUAT FOR VALIDATION OF A NOVEL DEVICE: sEMG OF THE LOWER LIMB ', XXVII congress of the International Society of Biomechanics , Calgary, Canada, 31/07/19 - 4/08/19 .

Comparison between orthostatic squat and horizontal squat for validation of a novel device: sEMG of the lower limb

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CNN-based Intra-Prediction for Lossless HEVC

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Can NeuroEvolution Beat Back Propagation?

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BRUBIKE: A dataset of bicycle traffic and weather conditions for predicting cycling flow

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Automatic Multi-Camera Extrinsic Parameter Calibration Based on Pedestrian Torsors

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Automatic extrinsic calibration of camera networks based on pedestrians

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ARTIFICIALLY AUGMENTING DATA OR ADDING MORE SAMPLES? A STUDY ON A 3D CNN FOR LUNG NODULE CLASSIFICATION

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A rotating phantom to investigate motion artefacts in 4D-CT applications

Keelson, B , Buzzatti, L , Scheerlinck, T , Cattrysse, E , De Maeseneer, M , Van Gompel, G , Vandemeulebroucke, J , Buls, N & De Mey, J 2019, ' A rotating phantom to investigate motion artefacts in 4D-CT applications ', BHPA 2019 congress , Aalst, Belgium, 1/02/19 - 2/02/19 .

A New Framework for Modelling and Monitoring the conversion of Cultivated Land to Built-up Land based on a Hierarchical Hidden Semi-Markov Model using Satellite Image Time Series

Yuan, Y, Lin, L, Chen, J , Sahli, H , Chen, Y, Wang, C & Wu, B 2019, ' A New Framework for Modelling and Monitoring the conversion of Cultivated Land to Built-up Land based on a Hierarchical Hidden Semi-Markov Model using Satellite Image Time Series ', Remote Sensing , vol. 11, no. 2, 210.

A Multi-objective Reinforcement Learning Algorithm for JSSP

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A Multimodal Framework for State of Mind Assessment with Sentiment Pre-Classification

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Action learning and grounding in simulated human–robot interactions

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A computational method for the identification of Dengue, Zika and Chikungunya virus species and genotypes

Fonseca, V , Libin, PJK , Theys, K, Faria, NR, Nunes, MRT, Restovic, MI, Freire, M, Giovanetti, M, Cuypers, L , Nowé, A , Abecasis, A, Deforche, K, Santiago, GA, Siqueira, ICD, San, EJ, Machado, KCB, Azevedo, V, Filippis, AMB, Cunha, RVD, Pybus, OG, Vandamme, A-M, Alcantara, LCJ & de Oliveira, T 2019, ' A computational method for the identification of Dengue, Zika and Chikungunya virus species and genotypes ', PLoS Neglected Tropical Diseases , vol. 13, no. 5, e0007231.

A Budged-Balanced Tolling Scheme for Efficient Equilibria under Heterogeneous Preferences

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2018 
Intelligent Electric Water Heater Control with Varying State Information

Patyn, C, Peirelinck, T, Deconinck, G & Nowe, A 2018, Intelligent Electric Water Heater Control with Varying State Information . IEEE.

Multi-radio Solution for Improving Reliability in RPL

Bezunartea Pascual, M , Wang, C , Braeken, A & Steenhaut, K 2018, Multi-radio Solution for Improving Reliability in RPL . in 2018 IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC). vol. 2018 September, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, vol. 2018-September, IEEE, pp. 129-134, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Bologna, Italy, 9/09/18 .

Horizontal Integration of CoAP and MQTT on Internet Protocol - based LoRaMotes

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Comparator hysteresis compensation for decision feedback equalizers

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Random forest regression for online capacity estimation of lithium-ion batteries

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IPC-Net: 3D point-cloud segmentation using deep inter-point convolutional layers

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Comparator hysteresis compensation for decision feedback equalisers

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Semiconductor Technologies for next Generation Mobile Communications

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Predicting tumour motion during the whole radiotherapy treatment: a systematic approach for thoracic and abdominal lesions based on real time MR

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Erratum to "Selective Changes in Locomotor Activity in Mice Due to Low-intensity Microwaves Amplitude Modulated in the EEG Spectral Domain" [Neuroscience 359 (2017) 40-48]

Van Eeghem, V, El Arfani, A, Arta, A, Walrave, L , Pourkazemi, A , Bentea, E , Demuyser, T , Smolders, I & Stiens, J 2018, ' Erratum to "Selective Changes in Locomotor Activity in Mice Due to Low-intensity Microwaves Amplitude Modulated in the EEG Spectral Domain" [Neuroscience 359 (2017) 40-48] ', Neuroscience , vol. 394, pp. 316-316.

Can tumor coverage evaluated 24 h post-radiofrequency ablation predict local tumor progression of liver metastases?

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ETROCAD: AN IMPROVED CAD SYSTEM FOR LUNG NODULES DETECTION

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Regularizing autoencoder-based matrix completion models via manifold learning

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Multi-stereo Matching for Light Field Camera Arrays

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A Single-Channel, 600-MS/s, 12-b, Ringamp-Based Pipelined ADC in 28-nm CMOS

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Robust Long-term Correlation Tracking using Convolutional Features and Detection Proposals

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From Adaptive Kernel Density Estimation to Sparse Mixture Models

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A Low-Rank and Joint-Sparse Model for Ultrasound Signal Reconstruction

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Integrity of Still Images

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Towards a CAD System for Breast Cancer Based on Individual Microcalcifications?

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End-to-End Listening Agent for Audiovisual Emotional and Naturalistic Interactions

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Deep Multi-Agent Reinforcement Learning in a Homogeneous Open Population

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Bayesian inference of set-point viral load transmission models

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Parallel Rendezvous-Based Association for IEEE 802.15.4 TSCH Networks

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Sparse signal recovery with multiple prior information: algorithm and measurement bounds

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Reduced-reference quality assessment of multiply-distorted images based on structural and uncertainty information degradation

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3-D Sequential Stacked Planar Devices Featuring Low-Temperature Replacement Metal Gate Junctionless Top Devices With Improved Reliability

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DTLS Integration in oneM2M based on Zolertia RE-motes

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Si/SiGe superlattice I/O finFETs in a vertically-stacked Gate-All-Around horizontal nanowire technology

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Power-performance trade-offs for Lateral NanoSheets on ultra-scaled standard cells

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An in-depth study of high-performing strained germanium nanowires pFETs

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A 5.5 GHz Background-Calibrated Subsampling Polar Transmitter with -41.3 DB EVM at 1024 OAM in 28NM CMOS

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3D sequential stacked planar devices on 300 mm wafers featuring replacement metal gate junction-less top devices processed at 525°C with improved reliability

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Ultrasound Signal Reconstruction from Sparse Samples Using a Low-Rank and Joint-Sparse Model

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Time to Harmonize Dengue Nomenclature and Classification

Libin, P , Cuypers, L, Simmonds, P , Nowe, A , Muñoz-Jordán, J, Alcantara, L, Vandamme, A, Santiago, G & Theys, K 2018, ' Time to Harmonize Dengue Nomenclature and Classification ', Viruses , vol. 10, no. 10, 569.

Automated Quantification of Blood Flow Velocity from Time-Resolved CT Angiography

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PD-SOI: Enabling Adaptive RF Front-End Modules

van Liempd, B, Craninckx, J & Wambacq, P 2018, PD-SOI: Enabling Adaptive RF Front-End Modules . in SOI-3D-Subthreshold Microelectronics Unified Conference. IEEE.

Natural compounds therapeutic features in brain disorders by experimental, bioinformatics and cheminformatics methods

Avram, S, Puia, A, Udrea, AM, Mihailescu, D, Mernea, MA, Dinischiotu, A, Oancea, F & Stiens, J 2018, ' Natural compounds therapeutic features in brain disorders by experimental, bioinformatics and cheminformatics methods ', Current Medicinal Chemistry .

Bipolar Disorder Recognition with Histogram Features of Arousal and Body Gestures

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A 28-GHz Transceiver Front-End with T/R Switching Achieving 11.2-dBm OP1dB, 33.8% PAEmax and 4-dB NF in 22-nm FD-SOI for 5G Communication

Liu, Y, Mangraviti, G, Hitomi, S, Khalaf, K, Debaillie, B & Wambacq, P 2018, A 28-GHz Transceiver Front-End with T/R Switching Achieving 11.2-dBm OP1dB, 33.8% PAEmax and 4-dB NF in 22-nm FD-SOI for 5G Communication . in SOI-3D-Subthreshold Microelectronics Unified Conference. IEEE, San Francisco.

The end of active video games and the consequences for rehabilitation

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Cnn-based Denoising of Time-Of-Flight Depth Images

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Scaling CMOS beyond Si FinFET: An analog/RF perspective

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Depth Estimation in Light Field Camera Arrays Based on Multi-Stereo Matching and Belief Propagation

Rogge, S & Munteanu, A 2018, Depth Estimation in Light Field Camera Arrays Based on Multi-Stereo Matching and Belief Propagation . in 2018 - 3DTV-Conference: The True Vision - Capture, Transmission and Display of 3D Video, 3DTV-CON 2018. , 8478503, 3DTV-Con, Stockholm, Sweden, 3/06/18 .

Automated functional upper limb evaluation of patients with Friedreich ataxia using serious games rehabilitation exercises

Bonnechère, BJP , Jansen, B , Haack, I , Omelina, L , Van Sint Jan, S & Pandolfo, M 2018, ' Automated functional upper limb evaluation of patients with Friedreich ataxia using serious games rehabilitation exercises ' Journal of NeuroEngineering and Rehabilitation , vol. 15, no. 1, pp. 87.

Augmenting Microsoft's HoloLens with vuforia tracking for neuronavigation

Frantz, T , Jansen, B , Duerinck, J & Vandemeulebroucke, J 2018, ' Augmenting Microsoft's HoloLens with vuforia tracking for neuronavigation ', Healthcare Technology Letters , vol. 5, no. 5, pp. 221-225.

Off-Policy and Off-Actor Actor-Critic with Bootstrapped Dual Policy Iteration

Steckelmacher, D , Plisnier, H , Roijers, D & Nowe, A 2018, ' Off-Policy and Off-Actor Actor-Critic with Bootstrapped Dual Policy Iteration ', European Workshop On Reinforcement Learning 14 (EWRL14), France, 1/10/18 - 3/10/18 .

Directed Policy Gradient for Safe Reinforcement Learning with Human Advice

Plisnier, H , Steckelmacher, D , Brys, T , Roijers, D & Nowe, A 2018, ' Directed Policy Gradient for Safe Reinforcement Learning with Human Advice ', Paper presented at European Workshop On Reinforcement Learning 14 (EWRL14), France, 1/10/18 - 3/10/18 .

Directed Policy Gradient for Safe Reinforcement Learning with Human Advice

Plisnier, H , Steckelmacher, D , Brys, T , Roijers, D & Nowe, A 2018, ' Directed Policy Gradient for Safe Reinforcement Learning with Human Advice ', European Workshop On Reinforcement Learning 14 (EWRL14), France, 1/10/18 - 3/10/18 .

Leveraging the Bayesian Filtering Paradigm for Vision-Based Facial Affective State Estimation

Oveneke, MC , Gonzalez, I , Enescu, V, Jiang, D & Sahli, H 2018, ' Leveraging the Bayesian Filtering Paradigm for Vision-Based Facial Affective State Estimation ', IEEE Transactions on Affective Computing , vol. 9, no. 4, 7833114, pp. 463-477.

Global motion compensation for compressing holographic videos

Blinder, D , Schretter, C & Schelkens, P 2018, ' Global motion compensation for compressing holographic videos ', Optics Express , vol. 26, no. 20, pp. 25524-25533.

Evaluation of data balancing techniques. Application to CAD of lung nodules using the LUNA16 framework

Sóñora Mengana, A , Papavasileiou, E , Garcia Naranjo, JC , Jansen, B & Vandemeulebroucke, J 2018, ' Evaluation of data balancing techniques. Application to CAD of lung nodules using the LUNA16 framework ', Revista de Ingeniería Electrónica, Automática y Comunicaciones , vol. 39, no. 3, pp. 57-67.

Enhanced terahertz absorption of graphene composite integrated with double circular metal ring array

He, G & Stiens, J 2018, ' Enhanced terahertz absorption of graphene composite integrated with double circular metal ring array ', Plasmonics , vol. 13, no. 5, pp. 1705-1710.

L-Infinite Predictive Coding of Depth

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An Iterative Image Dehazing Method with Polarization

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Deep Learning in EMG-based Gesture Recognition

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Overview of the JPEG XS core coding system subjective evaluations

Willème, A , Mahmoudpour, S , Viola, I, Fliegel, K, Pospisil, J, Ebrahimi, T , Schelkens, P , Descampe, A & Macq, B 2018, Overview of the JPEG XS core coding system subjective evaluations . in AG Tescher (ed.), Proceedings of SPIE Optics + Photonics 2018: Applications of Digital Image Processing XLI. vol. 10752, 107521M, APPLICATIONS OF DIGITAL IMAGE PROCESSING XLI, SPIE, pp. 107521M, SPIE Optics + Photonics 2018: Applications of Digital Image Processing XLI, San Diego, United States, 19/08/18 .

JPEG Pleno: a standard framework for representing and signaling plenoptic modalities

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Emerging Image Metadata Standards Activities in JPEG

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What influences intentions to request physician-assisted euthanasia or continuous deep sedation?

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A Just Noticeable Difference Subjective Test for High Dynamic Range Images

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Extendable Neural Matrix Completion

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Source coding of holographic data: challenges, algorithms and standardization efforts

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Fingerprinting codes under the weak marking assumption

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A Low-Power FPGA-Based Architecture for Microphone Arrays in Wireless Sensor Networks

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