Education
Master
 
Academic year 2022 - 2023 ■
 
Investigation of electrical vehicle charging protocols
Promotor
Kris Steenhaut
Supervisor
Ruben De Smet, Steffen Thielemans, Thibaut Vandervelden
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Estimating knee joint loading from motion capture data
Promotor
Bart Jansen
Masters related: Applied Computer Science - Biomedical Engineering
Visualizing and Understanding Semi-Supervised Learning
Promotor
Nikos Deligiannis
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
C2C Data Model
Promotor
Nikos Deligiannis
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Explaining Deep Neural Models for Natural Language Processing
Promotor
Nikos Deligiannis
Supervisor
Xiangyu Yang
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Visualizing OOD Data
Promotor
Nikos Deligiannis
Supervisor
Tanmoy Mukherjee
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Embedded Hardware Security
Promotor
Bruno da Silva Gomes
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Explanation techniques for Visual Transformer architectures
Promotor
Nikos Deligiannis
Supervisor
Brent De Weerdt
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Improved forecasting of extreme events
Promotor
Lesley De Cruz
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Federated learning by distillated data
Promotor
Nikos Deligiannis
Supervisor
Yiming Chen
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Applied Embedded AI
Promotor
Bruno da Silva Gomes
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Explaining Model Decisions with Natural Text
Promotor
Nikos Deligiannis
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Real-time Acoustic Applications
Promotor
Bruno da Silva Gomes
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Comparison of Holochain and Blockchain for IoT management
Promotor
Kris Steenhaut
Supervisor
Ruben De Smet
Masters related: Applied Computer Science
Microcalcifications in 3D breast biopsy micro-CT scans: segmentation and classification at the limits of the resolution
Promotor
Bart Jansen, Jan Cornelis
Supervisor
Redona Brahimetaj
Masters related: Applied Computer Science - Biomedical Engineering
Multiscalar elliptic curve on GPU for accelerating zero-knowledge proof protocols
Promotor
Kris Steenhaut
Supervisor
Ruben De Smet, Tom Godden, Thibaut Vandervelden
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Nowcasting with deep learning
Promotor
Lesley De Cruz
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Seamless forecasting with deep learning
Promotor
Lesley De Cruz
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Faithfull explanations of video anomaly detection models
Promotor
Nikos Deligiannis
Supervisor
Boris Joukovsky
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Refraction and reflections in computer-generated holography
Promotor
Peter Schelkens
Supervisor
David Blinder
Masters related: Computer Science - Electrical Engineering
MIMO Radar Person Identification
Promotor
Hichem Sahli
Masters related: Applied Computer Science - Electrical Engineering
Explaining Predictions made by GNNs
Promotor
Nikos Deligiannis
Supervisor
Esther Rodrigo
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
RPL and 6LoWPAN in Rust
Promotor
Kris Steenhaut
Supervisor
Thibaut Vandervelden, Ruben De Smet
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Deep Learning on AR glasses
Promotor
Bart Jansen
Supervisor
Silvia Zaccardi
Masters related: Applied Computer Science
Design, Implementation and Evaluation of a Charging Station and Charching Station Network for Electric Vehicles
Promotor
Kris Steenhaut
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Location embeddings for patch-based segmentation of Whole-body MRI
Promotor
Jef Vandemeulebroucke
Supervisor
Joris Wuts, Jakub Ceranka
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering
Faithfull explanations of video anomaly detection models
Promotor
Nikos Deligiannis
Evaluation of Low-Power Strategies for Biomedical Wearable Devices
Promotor
Bruno da Silva Gomes, Johan Stiens
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Developing a self-paced treadmill system with motion capture data
Promotor
Bart Jansen
Masters related: Applied Computer Science - Biomedical Engineering
Estimating knee joint loading from wearable sensors
Promotor
Bart Jansen
Masters related: Applied Computer Science - Biomedical Engineering
Routing Optimization
Promotor
Nikos Deligiannis
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Compare Explainable Artificial Intelligence methods for CNNs and Transformer
Promotor
Nikos Deligiannis
Supervisor
Yuqing Yang
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Improved joint angles for markerless motion capture
Promotor
Bart Jansen
Supervisor
Silvia Zaccardi
Masters related: Biomedical Engineering
 
Academic year 2021 - 2022 ■
 
Phase amplitude coupling in preclinical models of disease
Promotor
Jeroen Van Schependom
Masters related: Biomedical Engineering
Image restoration in a grating-based spectrometer
Promotor
Peter Schelkens
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Advanced sensor technology for robotic lawn mowers: Terrainability
Promotor
Hichem Sahli
Supervisor
Bart Truyen
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Design and Evaluation of Software Defined Radio Based Packet Sniffer for IEEE 802.15.4 Communication.
Promotor
Kris Steenhaut
Supervisor
Roald Van Glabbeek
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Advanced sensor technology for robotic lawnmowers: ROS WiFi teleop design
Promotor
Hichem Sahli, Bart Truyen
Masters related: Applied Computer Science - Electrical Engineering
Explaining with prototypes and complemental examples
Promotor
Nikos Deligiannis
Supervisor
Tanmoy Mukherjee
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Transient brain dynamics
Promotor
Jeroen Van Schependom
Supervisor
Chiara Rossi
Masters related: Applied Computer Science - Biomedical Engineering
Functional upper limb analysis with low cost sensors
Promotor
Bart Jansen
Supervisor
Lubos Omelina
Masters related: Applied Computer Science - Biomedical Engineering
Explainable clinical coding based on knowledge graph information
Promotor
Nikos Deligiannis
Supervisor
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Design of a Multi-Modal IoT System for the IoT
Promotor
Kris Steenhaut
Supervisor
Roald Van Glabbeek
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
How can we explain a prediction of a graph based deep model?
Promotor
Nikos Deligiannis
Supervisor
Esther Rodrigo
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Simulating the stimulation of the human or rodent brain using novel stimulation paradigms
Promotor
Jeroen Van Schependom, Johan Stiens
Masters related: Applied Computer Science - Biomedical Engineering
Unbiased automatic quantification of PET amyloid brain imaging
Promotor
Hichem Sahli
Supervisor
Matías Bossa
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Simulating brain activity through the Kuramoto and/or Hopf model
Promotor
Jeroen Van Schependom
Masters related: Biomedical Engineering
Neural architectures for extreme multi-label text classification
Promotor
Nikos Deligiannis
Supervisor
Xiangyu Yang
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Adaptive Scheduling Technique for Time Slotted Channel Hopping
Promotor
Kris Steenhaut
Supervisor
Diana Deac, Roald Van Glabbeek
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Structure preserving solution methods for non-linear inverse problems
Promotor
Johan Stiens
Supervisor
Bart Truyen
Masters related: Biomedical Engineering
Rust-based cryptographic primitives
Promotor
Kris Steenhaut
Supervisor
Ruben De Smet, Thibaut Vandervelden
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
1-Bit Compressive Sensing for Efficient AI
Promotor
Nikos Deligiannis
Supervisor
Yuqing Yang, Yiming Chen
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Semantic Segmentation of Medical Imaging via Graph Convolutional Networks
Promotor
Hichem Sahli
Supervisor
Abel Díaz Berenguer
Masters related: Applied Computer Science - Biomedical Engineering
Embedding Deep Neural Networks for Urban Sound Recognition
Promotor
Abdellah Touhafi, Bruno da Silva Gomes
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Explainable deep learning for video recognition
Promotor
Nikos Deligiannis
Supervisor
Boris Joukovsky
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Neural architectures for joint entity and relation extraction
Promotor
Nikos Deligiannis
Supervisor
Giannis Bekoulis
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Advanced sensor technology for robotic lawnmowers: Biometric sensing
Promotor
Hichem Sahli
Supervisor
Bart Truyen
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Evaluate Transfer Learning in Deep Convolutional Neural Networks for 3D Breast Microcalcification Classification
Promotor
Bart Jansen
Supervisor
Redona Brahimetaj
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Improved Diagnostics by Assessing the Micromorphology of Breast Calcifications via super-resolution
Promotor
Bart Jansen, Hichem Sahli
Supervisor
Redona Brahimetaj
Masters related: Applied Computer Science - Biomedical Engineering
Alternative Protocols and Measuring Techniques for 2.4 GHz LoRa Communication.
Promotor
Kris Steenhaut
Supervisor
Roald Van Glabbeek, Thomas Perale
Masters related: Applied Computer Science - Computer Science - Electrical Engineering
Phased Learning: Boosting the performance of the neural network through importance sampling
Promotor
Nikos Deligiannis
Supervisor
Lusine Abrahamyan
Masters related: Applied Computer Science - Computer Science - Biomedical Engineering - Electrical Engineering
Adaptive Scheduling Technique for Time Slotted Channel Hopping
Promotor
Kris Steenhaut
Supervisor
Diana Deac, Roald Van Glabbeek
Investigating the influence of radiomics features in the performance of a Computer Aided Diagnosis system for lung cancer.
Promotor
Bart Jansen
Supervisor
Evgenia Papavasileiou
Masters related: Applied Computer Science - Biomedical Engineering
Beamformed Sound Classification
Promotor
Abdellah Touhafi, Bruno da Silva Gomes
Masters related: Applied Computer Science - Computer Science - Electrical Engineering