| 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 | |
| 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. (Julius) | 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 | |
| Snelleman, T. | Coronary Artery Extraction using Geometrical Deep Learning on Medical Imaging Data | |
| 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 | |
