679 entries found.
| Student |
Thesis |
Content |
| Abukari, Marcus | Classifying general practitioner notes using support vector machines and pre-trained language models | |
| Aldabergenov, Olzhas | Broad Language Support for Automatic Translation Insight Extractors of Complex Language Patterns | |
| Alvarez Rodriguez, Sebastiaan | Generic, End-to-end Computation Offloading between Processing and Storage Systems | |
| Arp, Laurens | A Markov Reward Process-Based Approach to Spatial Interpolation | |
| Barbouch, Mohamed | Integration of BERT and WordNet for improving Natural Language Understanding | |
| Beelen, Anouk | Image analysis of cell interactions and modeling of oxygen consumption - CONFIDENTIAL | |
| Boks, Rick | Dynamic Configuration of Operators and Parameters in Differential Evolution through Combined Fitness and Diversity-Driven Adaptation Methods | |
| Chander, Ankita | Human Activity Recognition under Free-Living Conditions using Smartphone Accelerometers | |
| Chen, Jingsen | Modern Machine Learning for Anti-Money Laundering | |
| Chen, Xin | Automatic Segmentation of Recordings for Text-to-Speech Model Training | |
| Covrig, Bogdan-Ionel | 3D Visualization of Convolutional Neural Networks in real-time and time | |
| Dekker, Loes | Formal Semantics of ALCH | |
| Dekkers, Cas | Designing Information Visualizations for Generating Business Value in Agile Software Development | |
| Dias Cirilio, Alexandre | Uncovering epigenetic drivers of cardiometabolic traits through histone and DNA methylation quantitative trait loci integration | |
| Dong, Siyuan | Learning Transferable Architectures for Image Denoising | |
| Drogtrop, Jimmy | Predicting Successful Sequences in Soccer using Boosted LSTM Networks | |
| Gogou, Evangelia | A Clinical Prognostic Decision Support System for the Prediction of the Prognosis of Patients with Endometrial Cancer | |
| Guo, Zhenyu | When can BERT beat SVM? Replication of four text classification papers and fine-tuning RobBERT on Dutch language datasets | |
| Hanse, Gideon | Optimizing expensive black-box multi-objective industrial design optimization problems with optimally weighted ensembles of surrogate models. | |
| Helmonds, Joep | Detecting energy grid anomalies using convolutional neural networks | |
| Hubai, Zsolt | Comparison of Speaker Verification Models Using Smartphone Recordings Collected in Healthy Human Subjects | |
| Huijben, Marcel | Parallel Code Generation on the GPU | |
| Huisman, Mike | Revisiting Learned Optimizers in Few-Shot Settings | |
| Jin, Keyan | Predicting Stock Price Movement with Multi-source Information | |
| Jong, Rachel de | Measuring Structural Anonymity in Complex Networks - CONFIDENTIAL | |
| König, Oliver | Few-shot transformers | |
| Kulkarni, Atish | Graph pattern mining for blockchain networks | |
| Li, Jicheng | Feature Extraction from Spectrums for Speech Emotion Recognition | |
| Li, Yichao | Semi-Supervised Consistency Training for Image Segmentation in 3D CT Scans | |
| Li, Yijia | Image segmentation using regression models, fuzzy c-means clustering, and deep learning methods | |
| Liang, Yan | Automated Machine Learning of Customer-Specific Gaussian Mixture Models for Unsupervised Anomaly Detection | |
| Liebens, Anne | Feature Reduction Methods for Cyber Attack Detection | |
| Lin, Mei-Chen | Deep Reinforcement Learning for Adaptive Traffic Light Control | |
| Lubben, Jelle | Automatic ship plume detection using Convolutional Neural Network | |
| Maagdenberg, Helle van den | Exploring Practical Identifiability in Target-Mediated Drug Disposition Models | |
| Mandloi, Tushar | FAIRification of genetic data and comparison of breast cancer and normal samples within families | |
| Matar, Mona | Measuring architectural change and maintainability in networks of evolving software | |
| Meer, Oscar van der | AlphaGo-like inverse RNA folding algorithms | |
| Meij, Yangjie | Empirical Study of Dimensionality Reduction and Feature Selection Methods for Evolution Strategy in High Dimension | |
| Ottervanger, Giles | MultiETSC: Automated Machine Learning for Early Time Series Classification | |
| Ouwerkerk, Jasper | Predicting Disease Progression in Huntington’s Disease | |
| Palacios Salinas, Nelly | Automated Machine Learning for Satellite Data: Integrating remote sensing pre-trained models into AutoML systems | |
| Peters, Orson | Quantum speedups for Monte Carlo Tree Search | |
| Piaskowski, Bartosz | Benchmarking for Efficient Global Optimization Algorithms on Mixed-Integer Problems - CONFIDENTIAL | |
| Rook, Jeroen | Caching in Model Counters: A Journey through Space and Time | |
| Santamaria Hernandez, Pedro | Automated Regression Pipeline for Time-Series problems with Real-World applications | |
| Schillemans, Jan | Multi-aspect monitoring of machine learning models in operation | |
| Schröder, Dominik | Dynamic Algorithm Selection for Continuous Black-box Optimization | |
| Skevofylax, Pavlos | Hindsight Policy Gradient Interpolation | |
| Staalduinen van, Jan | Classifying Breast Cancer Tissue using Imaging Mass Cytometry and Graph Neural Networks | |
| Sun, Jiakun | Automatic Named Entity Recognition for ASR output in the Political Domain | |
| Suryadikara, Rayan | False News Classification and Dissemination Analysis: The 2019 Indonesian Presidential Election | |
| Swenne, Martijn | New Decision Diagram-based Techniques for the Simulation of Quantum Computations | |
| Tang, Shangyi | Identification of Scratch projects’ Similarity Using Clustering Algorithms | |
| Trajanoska, Marija | Design and analysis of high-throughput defect inspection algorithms for the semiconductor industry - CONFIDENTIAL | |
| Vlasakker, Rintse van de | Operational Semantics of GHOPFL | |
| Voetter, Robin | Parallel Lexing, Parsing and Semantic Analysis on the GPU | |
| Vries, Joery de | Hierarchical Multistep and Q(λ) | |
| Walen, Ruben | Intersegmental RNA-RNA interactions in influenza A virus genomes: a bioinformatics perspective | |
| Wang, Chen | Using ensemble models with structural information in social media to aid rumour stance classification | |
| Wang, Jianing | Count-Based Exploration for Multi-Agent Learning | |
| Xie, Shixuan | Exploring the presence and effect of treatment selection bias for localized prostate cancer data from Netherlands Cancer Registry | |
| Xiong, Yuxin | Adversarial Detection and Defense in Deep learning | |
| Yu, Hainan | Multi-Agent Cooperation and Information Exchange in Partially Observable Games | |
| Zandbelt, Rik | Tracking long track ice skaters in the bend | |
| Zeng, Shutong | Locating multiple local minima in the “optical lens deign problem” - CONFIDENTIAL | |
| Zhao, Xueyu | The effect of robot role and reading comprehension on children's learning outcomes | |
| Zhao, Yuxuan | Would Rather be More than Less: On-Demand Container Resizing | |
| Zwanenburg, Ewout | Diagnosis and Prognosis of Induction Motors and Bearing Using Fast Fourier Transform and Machine Learning Techniques | |
| Student |
Thesis |
Content |
| Adrichem, Adam van | Binary classification and t-SNE for cancer datasets | |
| Aktau, Aliya | Designing a FAIR Data point for Digital Health in Kazakhstan | |
| Bastiaan, Alban | An Exploration of Multiple Unsupervised Algorithms in a Financial Auditing Context | |
| Beljaards, Laurens | Multi-Task Learning for Joint Image Registration and Segmentation in Adaptive Radiotherapy - CONFIDENTIAL | |
| Bernatavičius, Andrius | RLIF: Reinforcement learning-based RNA design tool | |
| Bijl, Yannick | Estimating Cell Type Abundance of Heterogeneous Gene Expression Data using DOGS (Deconvolution of Gene Signatures) - CONFIDENTIAL | |
| Boekhout, Hanjo | Exploring scientific mobility in co-authorship networks using multilayer temporal motifs - CONFIDENTIAL | |
| Buwalda, Niek | A network-driven understanding of user interaction in topical online communities | |
| Cames van Batenburg, Diederik | VNTR prediction on sequence characteristics using long-read annotation and validation by short-read pileup | |
| Chios, Ioannis | Investigating the Explainability Potentials of the Deep Relevance Matching Model | |
| Etoeharnowo, Teddy | A Random Forest Approach for Dealing with Missingness: a Case Study in Primary Care Data | |
| Fokkinga, Daniël | Programming a Stochastic Constraint Optimisation Algorithm, by Optimisation | |
| Hu, Yuting | Named Entity Recognition on Chinese Biomedical Patents Using Pre-trained Language Models | |
| Jonkman, Jacob | The effects of music listening on program comprehension | |
| Khairullah, Mohamed Zehni | On the Potential of Feature-based Algorithm Selection for Pseudo-Boolean Problems | |
| Kyziridis, Georgios | Deep Reinforcement Learning Algorithms for the Train Unit Shunting Problem | |
| Leeftink, Wouter | Classifying sequences of football play using boosted LSTMs | |
| Lou, Yitan | A GE Benchmark and an automated GE comparison system | |
| Louwe, Anneloes | Utilizing unstructured information from Electronic Medical Records for the prediction of stroke | |
| Martens, Joost | Detecting Fragmentation in the Secured Money Market using Fairness-Aware Machine Learning - CONFIDENTIAL | |
| Mazhar, Heba | Detecting Critical Driving Events using Messy Smartphone Sensor Data | |
| Müller-Brockhausen, Matthias | Comparing AI approaches for Tetris Link | |
| Nobel, Jacob de | Investigating the Behaviour of the CMA-ES through Time Series Analysis | |
| Papathanasiou, Nik | Sequence Prediction Under Multiple Constraints | |
| Perk, Mats | From whole-tissue measurements to cell composition and functionality identification in mouse leg muscle - CONFIDENTIAL | |
| Roos, Dennis | Protocol Link Nets: A Flexible Method for Composing Petri Nets | |
| Santiago Rojo, Juan de | Exhaust Gas Temperature modeling, a symbolic regression approach | |
| Schmidt, Zachary | Esports Match Result Prediction for a Decision Support System in Counter-Strike: Global Offensive | |
| Spaink, Hermes | Identifying a Novel Class of Cancer Dependencies: Paralog Genes Interacting with Common Essentials | |
| Suryadikara, Rayan | False News Classification and Dissemination Analysis: The 2019 Indonesian Presidential Election | |
| Tan, Mingkang | Streamlining Computational Workflow of Dual CRISPR Screen Library Design and Screen Analysis | |
| Tsiaousis, Michail | Learning Context for Weakly-Supervised Action Detection Using Graph Convolutional Networks | |
| Vermetten, Diederick | Integrating Algorithm Selection and Configuration: A Proof of Concept for the Modular CMA-ES | |
| Verweij, Geerten | Faster Community Detection Without Loss of Quality: Parallelizing the Leiden Algorithm | |
| Veth, Olga | Using machine learning to identify brain patterns related to autistic traits | |
| Wageningen, Simon van | Quantifying Network Complexity: An Evaluation of Measures | |
| Wang, Dapeng | First Steps towards Hybrid Quantum-Classical Optimization | |
| Wang, Mingkang | Evaluating and Optimizing Electric Bicycle Designs by Coupling Machine Learning and Evolutionary Strategy | |
| Wijnbergen, Daniël | Comparison of expression deconvolution methods | |
| Wu, Jichen | Evolutionary Isolation Forest for Interactive Anomaly Detection | |
| Xu, Hanyun | Bioinformatics analysis of whole genome and whole exome sequences in sternocostoclavicular hyperostosis - CONFIDENTIAL | |
| Yang, Zhao | Historical Information for Enhancing Q-learning in Maze Navigation Tasks | |
| Zandvliet, Jos | Adapting IC3 for Combinatorial Two-Player Games | |
| Zhu, Min | Developing a computational framework to identify muscle-specific gene expression modules in RNA-seq data | |
| Student |
Thesis |
Content |
| Berg, Jelle van den | Using Al to predict ICU patient mortality | |
| Boom, Bernard van den | Supervised Outlier Detection in Financial Regulatory Data | |
| Bortolussi, Francesco | Improving Automatic Document Classification by Studying the Effects of Transfer Learning and Reinforcement Learning on Deep Learning Models | |
| Bosch, Nick van den | Social Network Analysis of Criminal Contact Networks | |
| Brand, Sebastiaan | Waiting Time in Quantum Repeater Chains | |
| Chakravadhanula, Lalithasushma | A statistical approach to classification of mechanistic computational models of Parkinson’s Disease | |
| Dijk, Stef van | Solving Othello using BDDs | |
| Dimitriadis, Petros | Predicting Graft Survival in Kidney Transplantation using Neural Networks and Semantic Modelling | |
| Edixhoven, Luc | Checkerboard Patterns and Binary Decision Diagrams for the Game 2048 | |
| Engelen, Jesper van | Semi-supervised Ensemble Learning | |
| Guo, Xin | A New Approach Towards the Combined Algorithm Selection and Hyper-parameter Optimization Problem | |
| Hader, Mounir | Bayesian Optimization for Automatic Configuration of Convolutional Neural Networks for Text Classification | |
| Hal, Roy van | Embedding geographical locations using triplet loss networks | |
| Hijmans, Bart | Constructing Monitors for Reo Circuits | |
| Hopman, Lars | Ensemble community detection in real-world networks | |
| Huibers, Jarno | Strategies for Restricted Nim | |
| Huybers, Richard | A Parallel Relation-Based Algorithm for Symbolic Bisimulation Minimization | |
| Kanhai, Soeradj | Reach and content of Dutch junk news on Facebook | |
| Lamers, Christiaan | Skippy: Automated configuration of CNNs with skip connections | |
| Lan, Jacob | Critical Water Infrastructure Sensor Placement Optimization | |
| Latenko, Alexander | Encoding Fair Representations | |
| Liu, Jihui | Analysis and Improvement of Document Classification based on Word2vec and TF-IDF | |
| Mardirosian, Sevak | Quantum-enhanced Supervised Learning with Variational Quantum Circuits | |
| Meeuwsen, Juliëtte | Stimulating the Adoption of A/B Testing in a Large‐Scale Agile Environment | |
| Nibbeling, Joost | Multiple Node Immunization of Complex Networks | |
| Okai, Jeremiah | Building robust prediction models for Activity Recognition and Energy Expenditure from raw accelerometer data using Gated Recurrent Units and Long Short Term Memory Neural Networks | |
| Özer, Muhammet | Prediction of overtopping volume of waves approaching a crest using a sequence of frames | |
| Papagiannis, Andreas | Sonification for RNA Secondary Structure | |
| Parsania, Mina | Performance Evaluation of Transcript-level RNA-Seq Aligners ‘HISAT vs STAR’ | |
| Peters, Bert | Deep Mammography. Applying deep learning to whole mammogram classification | |
| Post, Martijn | Tax data and reinforcement learning - CONFIDENTIAL | |
| Ramesar, Prashand | Risk score propagation algorithms for domain-domain networks | |
| Ramgolam, Renuka | Data Visualization Without Privacy Violation | |
| Spek, Thierry van der | Pavement Distress Classification in 3D Pavement Measurements using Convolutional Neural Networks | |
| Verhoef, Wilco | Convolutional Neural Networks for Automatic Classification of Radar Signals in Time Domain: Learning the Micro-Doppler Signature of Human Gait - CONFIDENTIAL | |
| Vreumingen, Dyon van | Quantum-assisted machine learning and optimisation in an industrial context | |
| Werff, Chivany van der | Pattern Recognition in Fungal Metagenomics Repositories | |
| Xu, Yuanmin | Formal Analysis and Improvement of the PKMv3 and 5G AKA Protocols | |
| Zhang, Rui | Modelling Fish Occurrence in the Dutch Wadden Sea by using Bayesian Network Structure Learning Algorithm | |
| Zhang, Xiaoling | Process extraction from biorefinery texts | |
| Zhang, Yuqi | Combining spectral and texture features for aquatic plant species classification. A comparison of remote sensing data | |
| Zwaan, Dennis van der | A Data Structure Optimizing Compiler for tUPL | |
