| Year |
Student |
Thesis | Supervisors | Programme | Content |
|---|
| 2025‑2026 | Kamalzadeh, D. (Dalia) | Evaluating the Impact of Pre-processing Choices on CNN-Based Dolphin V... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | DSAI | |
| 2025‑2026 | Chen, C. (Chen) | Edge-VLA: Offline Multimodal Robotic Manipulation with Vision-Language... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2025‑2026 | Brouwer, Y. (Yaell) | Gradual Soft Parameter Sharing with Attention for Music Transcription | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2024‑2025 | Díaz Fiol, T. (Tomás) | Evaluating Adaptive and Static Risk-Taking in Robot Navigation on a Dy... | Saunders, dr. R., Bakker, dr. E.M. | DSAI | |
| 2024‑2025 | Kataria, A. (Arman) | Liquid Neural Networks vs RNNs: A Deep Learning Approach to Time Serie... | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | DSAI | |
| 2024‑2025 | Nanhekhan, T. (Thalia) | Sensitivity of Automatic Speech Recognition on Non-Native Speakers Acc... | Broekens, dr.ir. D.J., Bakker, dr. E.M. | DSAI | |
| 2024‑2025 | Branger, P. (Peter) | NoodleGP: Automatic Guitar Tablature Generation Using Conformers | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | DSAI | |
| 2024‑2025 | Stranomiti, E. (Emmanouela) | YOLO-Based Fusion Models for Real-Time 3D Object Detection | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | DSAI | |
| 2024‑2025 | Aristiou, K. (Kyriakos) | Enhancing Oriented Object Detection with Adaptive Tiling | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2024‑2025 | Czernek, A. (Antoni) | Persistent Homology in Robust Image Classification | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2024‑2025 | Dash, P. (Piyush) | Effect of Audio Augmentations on Genre Classification Using Contrastiv... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2024‑2025 | He, L. (Lin) | Classification of Vocal Intensity Categories Using ResNet | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2024‑2025 | Sengar, A. (Ayush) | Unsupervised Anomaly Detection in Industrial Machine Sounds Using a Mu... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2024‑2025 | Setropawiro, A. (Amy) | Audio Deepfake Detection Using HuBERT Features | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2023‑2024 | Arkoubi, Y. El (Yesmina) | Custom Pooling Methods for Convolutional Neural Networks | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | DSAI | |
| 2023‑2024 | Bhatt, S. (Shubham) | Unlocking Human-Like Speech: Enhancing TTS with Predicted Prosodic lab... | Broekens, dr.ir. D.J., Bakker, dr. E.M. | CS | |
| 2023‑2024 | Drougkas, G. (Georgios) | Multimodal Machine Learning for Language/Speech Markers Identification... | Spruit, prof.dr. M.R., Bakker, dr. E.M. | CS | |
| 2023‑2024 | During, J. (Joël) | Consistency Regularization for Test-time Prompt Tuning | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2023‑2024 | Breukel, W. (Wytze) | A camera based Safety Assist System for bicycles | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2023‑2024 | Elswijk, M. van (Michel) | StratoNet, a Deep Learning Approach to High Content Screening Feature ... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2023‑2024 | Havenaar, B.D. (Benjamin) | Electrogan: Towards High Fidelity Electronic Music Generation with Sty... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2023‑2024 | He, M. (Manlu) | DPD (DePression Detection) Net: A Deep Neural Network for Multimodal D... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2023‑2024 | Jain, P. (Priyansh) | Data Augmentation for Training Audio Classifiers | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2023‑2024 | Griffioen, D. (Daan) | TimeSync: Deepfake Detection with Temporal Lip Sync | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2022‑2023 | Eeckhout, S. (Sanne) | Feature Extraction Methods as Backbone in Image Forgery Detection | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | DSAI | |
| 2022‑2023 | Kandhai, A. (Ayush) | Improving STag’s Occlusion Resilience for Augmented Reality | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | DSAI | |
| 2022‑2023 | Ieronymaki, D. (Dimitrios) | Text guided face forgery detection | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2022‑2023 | Venkatesh, Vinutha | A study on Speech Enhancement using ResUNet: Evaluating the Influence ... | Broekens, dr.ir. D.J., Bakker, dr. E.M., Jorge Bustos | CS | |
| 2022‑2023 | Bax, M. | A Machine Learning Approach to Identify Potential Biomarkers for Neuro... | Bakker, dr. E.M., Lew, prof.dr. M.S.K., dr. R.J. Doll & I. van den Heuvel | CS | |
| 2022‑2023 | Corsel, William | Exploiting Temporal Context for Tiny Object Detection - CONFIDENTIAL | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Delzenne, Mees | A research platform for autonomous navigation of pedestrian spaces | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Epure, Irina-Mona | Increasing Visual Tracking Algorithm Robustness to the Challenges of A... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Fargose, Kenneth | Transfer Learning in Time-Series Forecasting | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Gmelig Meyling, Thomas | Enginetron: realtime car exhaust note synthesis using on-board diagnos... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Havenaar, B.D. | Electrogan: Towards High Fidelity Electronic Music Generation with Sty... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Jain, Priyansh | Data Augmentation for training Audio Classifiers | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Pal, T. | TCNA: Analysing patterns in time series using TCN and Self-Attention | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Pohl, Leonardo | FESD: A Fault Estimation Pipeline for Human Pose Estimation | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Stokman, Wouter | Multivariate Time Series Classification in Radial Drilling Application... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Wang, Jialiang | Automatic speech recognition for the low-resource language Frisian usi... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Wibisono, A. (Arvindeva) | Music Album Review Rating Prediction Using Transformers | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Wibisono, Arvindeva | Music Album Review Rating Prediction Using Transformers | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2022‑2023 | Beek, R. van der (Rutger) | Monocular Depth Estimation Neural Networks: a Comprehensive Analysis | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2022‑2023 | Remmelzwaal, B. (Bart) | Using simulated training data in deep learning networks | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2022‑2023 | Boere, S. (Stijn) | Bootstrapping Speech Synthesis Training | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2022‑2023 | Goemans, L. (Luca) | Scalability of Music Genre Classification Algorithms | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2021‑2022 | Waal, R. van der | Evaluating and Quantifying Biped Locomotion Naturalness in neural nets... | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2021‑2022 | Jonckheere, L. de | Real-time monophonic pitch estimation for guitar driven sound synthesi... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2021‑2022 | Kolettis, M. | Multi-modal Emotion Recognition | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2021‑2022 | Narendra, S. | SNet : An Attention Mechanism Based Deep Neural Network For URL Classi... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2021‑2022 | Wijngaarden, E. van | Whisper to Speech Conversion Conditioned on Predicted Pitch Contours -... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2021‑2022 | Zande, E. van der | dynSLAM: Robust 2D Lidar SLAM in Dynamic Environments | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2021‑2022 | Bergman, O.T.C. (Oscar) | CHAD-net: Continuous Human Action Detection in RGB video | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2021‑2022 | Ram, J. (Jochem) | Sim-to-Real Autonomous Driving in CARLA using Image Translation and De... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2020‑2021 | Covrig, Bogdan-Ionel | 3D Visualization of Convolutional Neural Networks in real-time and tim... | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2020‑2021 | Chen, Xin | Automatic Segmentation of Recordings for Text-to-Speech Model Training | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2020‑2021 | Hubai, Zsolt | Comparison of Speaker Verification Models using Smartphone Recordings ... | Bakker, dr. E.M. | CS | |
| 2020‑2021 | Li, Jicheng | Feature Extraction from Spectrums for Speech Emotion Recognition | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2020‑2021 | Xiong, Yuxin | Adversarial Detection and Defense in Deep learning | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2020‑2021 | Maas, K. (Kalvin) | Full-Body Action Recognition from Monocular RGB-Video: A multi-stage a... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2020‑2021 | Schwarze, Y. (Yenebeb) | The Voice Within the Neural Network | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2019‑2020 | Aarts, Kimberley | A novel method of facial features extraction for model discovery | Bakker, dr. E.M. | IiB&PS | |
| 2019‑2020 | Adrichem, Adam van | Binary classification and t-SNE for cancer datasets | Emmerich, dr. M.T.M., Bakker, dr. E.M., Dr. A. Stubbs | CS | |
| 2019‑2020 | Bernatavičius, Andrius | RLIF: Reinforcement learning-based RNA design tool | Bakker, dr. E.M., Goultiaev, dr. A.P. | CS | |
| 2019‑2020 | Tan, Mingkang | Streamlining Computational Workflow of Dual CRISPR Screen Library Desi... | Bakker, dr. E.M., dr. B. Pang, Lew, prof.dr. M.S.K. | CS | |
| 2019‑2020 | Corsel, C.W. (Christof) | YOLO-based Obstacle Avoidance for Drones | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2019‑2020 | Schonenberg, J. (Jerry) | Differential Siamese Network for the Avoidance of Moving Obstacles | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2019‑2020 | Stokman, W. (Wouter) | Obstacle Detection and Avoidance Using Image Processing on Embedded Sy... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2018‑2019 | Parsania, Mina | Performance Evaluation of Transcript-level RNA-Seq Aligners ‘HISAT v... | Bakker, dr. E.M. | CS | |
| 2018‑2019 | Colli, M.M. (Mitchel) | Dynamic Real-time Videostream Stitching Using Multiple Uncalibrated Ca... | Bakker, dr. E.M., Kosters, dr. W.A. | Inf | |
| 2018‑2019 | Flesher-Clark, A.C. (Alec) | 3D Hand Pose Estimation on a Robotic Platform | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2017‑2018 | Hoogendorp, Nathan | Recognition of Hybrid Sequences that are Generated during PCR | J. Hoogenboom, K.J. van der Gaag (NFI), Bakker, dr. E.M. | CS | |
| 2017‑2018 | Özaydın, Umut | Local Feature Detection using Neural Networks | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2017‑2018 | Post, M.G.S. | On-line and incremental learning with Convolutional Neural Networks | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2017‑2018 | Seinen, T. (Tom) | Computational Modeling of Drug Response and Pathway Activity in Colore... | Bakker, dr. E.M., dr. B. Thijssen | CS | |
| 2017‑2018 | Numan, N. (Nels) | A comparative Performance Analysis of Feature Description Algorithms I... | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2017‑2018 | Vermeulen, W.D. (Wouter) | Toward a Massive Multiplayer Framework | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2017‑2018 | Scholman, R. (Renzo) | Autonomous Navigation of the Spherical Robot BB-8 | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2016‑2017 | Assal, W. (Wadie) | Deep Learning for Emotional Analysis | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2016‑2017 | Bismpikos, N. (Nikolaos) | Estimating Tool Damage and Remaining Useful Life of a CNC Milling Cutt... | Bäck, prof.dr. T.H.W., Bakker, dr. E.M. | CS | |
| 2016‑2017 | Carbajo Martinez, M. (Manuel) | Aneuploid Chromosome Copy Number Estimation with Dynamic Coverage Anal... | Bakker, dr. E.M., prof.dr. M. Reinders | CS | |
| 2016‑2017 | Nieboer, M.M. (Marleen) | Reconstructing the Subclonal Evolution of Tumors from Targeted Sequenc... | Bakker, dr. E.M., dr. J. de Ridder | CS | |
| 2016‑2017 | Sevastakis, D. (Dimitrios) | Gene Prediction using Unsupervised Deep Networks | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2016‑2017 | Versteeg, A.A.B. | Integrating the Microbiome and Metabolome using Dataming and Network A... | Bakker, dr. E.M., dr. W. Pirovano, dr. B. van den Bogert | CS | |
| 2016‑2017 | Schipper, L. (Lisette) de | Compact descriptors for (near) duplicate image detection | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2016‑2017 | Waal, P.R. (Ruben) van der | A Study of Different Approaches for Improving the Stitching of Spheric... | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2016‑2017 | Borst, R.C.P. (Robbin) | Robust self-balancing robot mimicking | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2015‑2016 | Georgiou, T. (Theodoros) | Unsupervised Segmentation and Texture Visualization of 3D Medical Imag... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2015‑2016 | Bosch, N.F.A. (Nick) van den | A Comparison of Hashing Algorithms | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2014‑2015 | Harenslak, B.P. (Bas) | Content-based Tag Recommendation Algorithms for Unstructured Data | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2014‑2015 | Neuteboom, J. (Jonathan) | Protein Structure Prediction by Iterative FragmenT Asssembly (PITA) | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2014‑2015 | Berge, M. (Michiel) van den | An Algorithm for Morphing Audio | O.D. Biesel, Bakker, dr. E.M. | Inf | |
| 2014‑2015 | Buitelaar, R. (Ruben) | Combined Neural Networks for Movie Recommendation | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2013‑2014 | Zwet, R. (Rick) van der | Enhancing Relation Discovery in Unmarked Spatial Temporal Data using V... | Wijshoff, prof.dr. H.A.G., Bakker, dr. E.M. | CS | |
| 2013‑2014 | Boer, J. (Jonathan) den | Development of Quality Assessment Methods for De Novo Transcriptome As... | Bakker, dr. E.M., dr. W. Pirovano, M. Boetzer | CS | |
| 2013‑2014 | Liu, Y. (Yuxiang) | Gene Name Normalization by using Deep Belief Networks | Bakker, dr. E.M. | CS | |
| 2013‑2014 | Meijsen, J. (Joeri) | Identifying Soft Selective Sweeps in the Human Genome from the Spatial... | Bakker, dr. E.M., dr. O.L. Grueso | CS | |
| 2013‑2014 | Meijer, R. (Ricardo) | A Comparison of Search Engine User Interfaces | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2013‑2014 | Robijn, J. (Jonathan) | Detailed Crowd Simulation and Spatial Hashing for Large-Scale Collisio... | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2013‑2014 | Moerkerk, P. (Paul) | Finding Correspondence in Stereo Image Pairs using an Adaptive Window ... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2013‑2014 | Wijden, K. (Kevin) | Video Recommendation, A Comparison Between Collaborative Filtering Alg... | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | Inf | |
| 2013 | Kolev, D. (Dimitar) | Prediction of ProteinThree-Dimensional Structure | Bakker, dr. E.M. | CS | |
| 2013 | Wang, Y. (Yi) | A Gene Name Normalization Framework | Bakker, dr. E.M. | CS | |
| 2012‑2013 | Groentjes, T. (Tom) | Holography and Kinect | Bakker, dr. E.M. | Inf | |
| 2012 | Gehrman, T. (Thies) | Conditional Random Fields for Protein Function Prediction | Bakker, dr. E.M. | CS | |
| 2012 | Kleyn, F. (Floris) | An Investigation into Recommendation Algorithms | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | Inf | |
| 2011 | Shomroni, O. (Orr) | A Gaussian Random Field Algorithm used to Analyse MicroArray Data from... | Emmerich, dr. M.T.M., Bakker, dr. E.M. | CS | |
| 2011 | Wortel, H. (Hans) | Optimizing Octree Updates for Visibility Determination on Dynamic Scie... | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2011 | Gritsenko, A. (Alexey) | Scaffolding of Next-Generation Sequencing Assemblies using Diverse Inf... | Bakker, dr. E.M. | CS | |
| 2010 | Spek, H.L.A. (Harmen) van der | Transparent Restructuring of Pointer-Linked Data | Wijshoff, prof.dr. H.A.G., Bakker, dr. E.M. | PhD | |
| 2010 | Huo, Y. (Yinghe) | Multilabel Image Categorization for General Concepts using Bag of Word... | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2010 | Boetzer, M. (Marten) | ContExtMe and SSPACE for Improved De Novo Assemby | Bakker, dr. E.M., dr. W.A. Pirovano | CS | |
| 2010 | d'Este, F. (Francesco) | Articulatory Speech Synthesis with Parallel Multi-Objective Genetic Al... | Bakker, dr. E.M. | CS | |
| 2010 | Li, R. (Ruifang) | Immune Response to Prostate Cancer - Exploration of Normalization, Fea... | Bakker, dr. E.M., M. Visser | CS | |
| 2009 | Steenbergen, T. (Thomas) | Analysis of using Browser-native Technology to Build Rich Internet App... | Lew, prof.dr. M.S.K., Bakker, dr. E.M. | CS | |
| 2009 | Vijfhuize, M. (Maarten) | SMEPP: A Novel System Modeling Environment for Performance Prediction | Bakker, dr. E.M., ir. J.F. Spiegels | CS | |
| 2008 | Zhang, Y. (Yan) | Estimation of 3D Motion in Time Sequences of Volumetric MRI Data | Bakker, dr. E.M. | CS | |
| 2007 | Bao, Y. (Yini) | Content Based Web Sampling | Bakker, dr. E.M. | CS | |
| 2006 | Groot, S. (Sven) | Sparse Code Optimization: Automatic Transformation of Linked List Poin... | Wijshoff, prof.dr. H.A.G., Bakker, dr. E.M. | CS | |
| 2006 | Spek, H. (Harmen) van der | Towards an Automatic Derivation of Tarjan's Algorithm for Detecting St... | Wijshoff, prof.dr. H.A.G., Bakker, dr. E.M. | CS | |
| 2006 | Kerhoff, R. (Remco) van | Analysis of DNA Sequence using Signal Processing Techniques | Bakker, dr. E.M. | CS | |
| 2004 | Oerlemans, A. (Ard) | Detecting and Identifying Moving Objects in Real-Time | Bakker, dr. E.M., Lew, prof.dr. M.S.K. | CS | |
| 2003 | Sun, Y. | Neural Networks for Emotion Classification | Lew, prof.dr. M.S.K., Bakker, dr. E.M., dr. N. Sebe | CS | |
| 2003 | Verburgt, A.J. (Alexander) | An Unwaypointed Data Structure for Tactical Movement | Lew, prof.dr. M.S.K., Bakker, dr. E.M., Groot | CS | |
