765 entries found.
| Student |
Thesis |
Content |
| Akshat, A. | Mining Physical Activity Behaviours in Older Adults | |
| Ansari, A. | Analyzing the stress produced in Computer Science students during exams and the effects of gender stereotypes | |
| Apostolou, V. | Effects of symmetry breaking in the performance and the design of Quantum Approximate Optimisation Algorithm (QAOA). | |
| Bergman, P. | Data mining paper meta-data: a novel model for large scale paper meta-data research | |
| Bhat, A. | Feature Extraction using Deep Learning for Breast Cancer Histopathology - CONFIDENTIAL | |
| Blom, M. | AMOOSE: A Domain Specific Language for the Astrophysical Multipurpose Software Environment | |
| Bors, P. | Topology-aware Network Feature Selection in Link Prediction | |
| Bozik, M. | Aspect-Based Sentiment Analysis on Dutch Patient Experience Survey Data | |
| Casara, M. | Simulation study of Uncertainty Quantification on classification tasks using Empirical Bayesian Deep Neural Network | |
| Congleton, C. | [Tracing Political Positioning] | |
| Dijkstra, E. | Adaptive Reinforcement Learning for Human-AI collaboration | |
| Dimitrov, T. | Parkinson’s Disease Pull Test Proxy Model Development using Daily Life Activities | |
| Dincu, Andreea | Machine Learning on diagnostic imaging data of systemic sclerosis patients based on lower-dimensional image representations | |
| Domela Nieuwenhuis Nyegaard, D. | A Genetic Algorithm Parameter Control Method using Deep Reinforcement Learning for Offshore Wind Farm Maintenance Planning | |
| Fang, Z. | A GNN-Based Method for Group Detection from Spatio-Temporal Data | |
| Gavandi, T. | Image Segmentation on the Skin Diseases | |
| Groot, M. de | Modelling Startup Growth and Spending by using Markov Decision Processes | |
| Gunn, J. | Brain Age Prediction using Machine learning Techniques applied to Resting State EEG data, with Clinical Validation Results - CONFIDENTIAL | |
| Haitink, M. | Bayesian Online Change Point Detection: an application to sports and e-sports data | |
| Hasenoot, J. | The Performance of Distributed Applications: A Traffic Shaping Perspective | |
| Heath, C. | Natural Language Processing for lifestyle recognition in discharge summaries | |
| Hertogh, M. | Hypervisor Isolation - CONFIDENTIAL | |
| Hou, Y. | Stance Detection on Twitter for COVID-19 Misinformation | |
| Huang, Q. | Multi-surrogate Assisted Efficient Global Optimization: A Positional Study on Discrete Problems | |
| IJpelaar, M. | Investigating End-to-End Arrow-based operations in Apache Spark | |
| Jonckheere, L. de | Real-time monophonic pitch estimation for guitar driven sound synthesis | |
| Kalmes, Marcel | Alignment of Facial Images from Infrared and RGB video data | |
| Kleijn, K. | Automation of Crack Assessment in Masonry Facades using Deep Learning | |
| Kleingeld, D. | [GovFS, a scalable control plane using groups of metadata nodes] | |
| Kok, R. | A Cell-Based Model of Angiogenesis Suggests That Vascular Stabilisation Can Result From Flow-Based Inhibition of Chemotaxis | |
| Kolettis, M. | Multi-modal Emotion Recognition | |
| Koole, M. | The automatic labelling of medical entities in Dutch endoscopy reports | |
| Koschny, J. | Synchronous Hackenbush | |
| Li, H. | Standardizing Nature-inspired Algorithms — a unified framework UNIOA for seven swarm-based algorithms | |
| Likhi, T. | Effects of the power distance index on multicultural software engineering teams | |
| Liu, C. | Pattern Mining Enabled Scanner Event-based Quantitative Analysis of Lithography Scanner Productivity Performance | |
| Luo, Y. | Application of deep learning in lead optimization for improving activity of drug molecules | |
| Mirzoyan, R. | Quantification of Parkinson’s disease symptoms during activities of daily living using accelerometrybased wearable sensors | |
| Mkrtchyan, W. | A Pilot Study on the Effects of Oblique Strategies on Creativity and Divergent Thinking using an Intervaled Alternative Uses Task | |
| Moradi, A. | Federated Learning: literature review and hyperparameter importance. | |
| Narendra, S. | SNet : An Attention Mechanism Based Deep Neural Network For URL Classification | |
| Neuteboom, V. | AutoML for creating hybrid Earth science models | |
| Nolden, L. | Scanning Latin poetry with machine learning | |
| Oudshoorn, S. | Exploring the Predictability of Bacterial Vaginosis in Reproductive Age Women using Longitudinal Vaginal Microbe Abundance and pH Data | |
| Õunmaa, M. | Analyzing AI players on different Ticket to Ride variants | |
| Palma, A. | Learning perturbation responses in high-throughput morphological assays through deep generative models - CONFIDENTIAL | |
| Perdomo Quinteiro, P. | DMD Drug Repurposing using Knowledge Graphs and eXplainable AI | |
| Plug, R. | Methods for Federated Data Analysis | |
| Pophare, N. | Building a Portfolio of Optimization Algorithms for Good Anytime Performance via Automated Algorithm Configuration | |
| Poslavsky, V. | Classifying skills in high-profile skill taxonomies, using Sentence-BERT embeddings - CONFIDENTIAL | |
| Prehn, E. | Investigating Deep Learning of DFT Functionals for the 1D Hubbard Model in the NISQ Era | |
| Remmerswaal, M. | Deep Reinforcement Learning for Profiled Side Channel Attacks – Applying Proximal Policy Optimization for Point of Interest Selection | |
| Rohit Nekkanti, V. | Applying Rainbow DQN to FlappyBirds and exploring its transfer sensitivty to PCG parameter changes | |
| Rooij, L. van | Explainable AI for ship design analysis with AIS and static ship data | |
| Schlender, T. | The Bigger Fish A comparison of state-of-the-art QSAR models on low resourced Aquatic Toxicity Regression Tasks - CONFIDENTIAL | |
| Snelleman, T. | Coronary Artery Extraction using Geometrical Deep Learning on Medical Imaging Data - CONFIDENTIAL | |
| Tetteroo, J. | Automated machine learning for COVID-19 forecasting | |
| Vasanth, N. | VocalFlows: A co-creative AI to suggest vocal flows | |
| Vink, J. | Fusing spaceborne radar, lidar and spectrometry data using semi-supervised deep learning to create a high resolution canopy structure dataset | |
| Vink, T. | Classification of bank transactions into multi-class, nonuniformly distributed ledger accounts | |
| Visser, L. | Near-term quantum algorithms for regression, overfitting analysis and regularization | |
| Vos, L. | Automatically testing libraries symbolically | |
| Voskuil, K. | Pre-training World Models to efficiently learn related tasks | |
| Waal, R. van der | Evaluating and Quantifying Biped Locomotion Naturalness in neural nets trained with Kinect motion data | |
| Wasala, J. | AutoSR-RS: an AutoML Approach to Super-Resolution for Remote Sensing | |
| Wijngaarden, E. van | Whisper to Speech Conversion Conditioned on Predicted Pitch Contours - CONFIDENTIAL | |
| Yadav, P. | Action Recognition of Livestock with multi object tracking using Computer Vision and Deep learning - CONFIDENTIAL | |
| Yiu, W. | Cell Trajectory studies - Exploring new cell trajectory tracking algorithms with neutrophil cells | |
| Zande, E. van der | dynSLAM: Robust 2D Lidar SLAM in Dynamic Environments | |
| Zhang, X. | Deep learning for stance detection in the news domain | |
| Zhao, M. | [Integrating transcriptomic sequencing data at single-cell/nucleus level reveals cellular heterogeneity in FSHD] | |
| Zoete, B. de | Measuring Community Social Capital through the Structure of a Population-scale Social Network | |
| 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 | |
| Bovo, Francesco | Clinical Temporal Relation Extraction: Towards a Patient’s Timeline Creation | |
| 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 | Efficiently solving Expensive Multi-Objective Black-Box Optimization Problems using 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 | |
| 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 | |
| Bouland, Gerard | Linking genetic variants to proteomics in Gyrus Temporalis Medialis shows disrupted correlation and expression patterns between individuals with Alzheimer’s Disease and non-demented controls | |
| 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 | |
| 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 | |
