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