"How Much Data is Enough?" Learning Curves for Machine Learning
Supervisors: Tom Viering, Marco Loog
A Survey of Commonsense Knowledge Collection, Organization, and Utility
Supervisors: Ujwal Gadiraju, Jie Yang, Gaole He
A study of bugs found in configuration management systems
Supervisors: Diomidis Spinellis, Thodoris Sotiropoulos
Acceptance of a virtual coach for quitting smoking and becoming more physically active: A thematic analysis
Supervisors: Nele Albers, Willem-Paul Brinkman
Algorithms for smart monitoring, control and redistribution in a community energy project
Supervisors: Valentin Robu, Peter Zhang, Sho Cremers
Algorithms for smart scheduling of a DSM enzyme production line
Supervisors: Mathijs de Weerdt, Kim van den Houten
Analysis of Android Spam Call Blocking Applications
Supervisors: Apostolis Zarras, Yury Zhauniarovich
Automatic Categorization of Software Entities
Supervisors: Maliheh Izadi, Arie van Deursen
Automatic Code Completion
Supervisors: Maliheh Izadi, Arie van Deursen
Automatic Detection of Mind-Wandering from Audiovisual Data
Supervisors: Bernd Dudzik, Hayley Hung, Xucong Zhang
Automatic feature discovery for machine learning
Supervisors: R. Hai, A. Ionescu
Efficient and effective feature discovery for CART decision tree model
By Benedict Bien
Automatic feature augmentation ranking: XGBoost
By Oliver Neut
Can your smarthpone talk to a window? Yes, with GlassFi!
Supervisors: Koen Langendoen, Marco Zúñiga
Causal machine learning for causal effect estimation
Supervisors: Stephan Bongers, Jesse Krijthe
Challenges and Algorithms for Recommender Systems
Supervisors: prof. Frans A. Oliehoek, Aleksander Czechowski, Davide Mambelli, Oussama Azizi
Characterizing Wearable SmartID Badges and Multimodal Data for the Analysis of Social Interactions
Supervisors: Hayley Hung, Stephanie Tan, Jose Vargas-Quiros
Chromostereoscopy - From Color to Depth Perception
Supervisors: Elmar Eisemann, Petr Kellnhofer
Code Extraction From a Dependently Typed Language
Supervisors: Jesper Cockx, Lucas Escot
Combinatorial Optimisation for Scheduling (NP-Hard Algorithms)
Supervisors: Emir Demirović
Comment or not to Comment? Assessing their impact on ML-based software engineering techniques
Supervisors: Annibale Panichella, Leonhard Applis
Commonsense knowledge collection, organization, and utilization with FindItOut Game
Supervisors: Gaole He, Ujwal Gadiraju
Cooperative AI for Overcooked!
Supervisors: Robert Loftin, Frans Oliehoek
Developing an unbiased automatic speech recogniser for regionally accented spoken Dutch
Supervisors: Tanvina Patel, Odette Scharenborg
Edge of glory Finding feasibility bounds in schedules
Supervisors: Eghonghon Eigbe, Neil-Yorke Smith
Efficient Spectral Rendering
Supervisors: Mark van de Ruit, Elmar Eisemann
Efficient Area Light Sampling with Light Portals
By Jorge Romeu Huidobro
Ambient Light Caching via Approximate Photon Mapping
By Pavlos Makridis
Efficient Emitter Sampling for Spectral Path Tracing
By Piyush Deshmukh
Spectral Progressive Path Tracing
By Tan Dao
Endogenous model shifts in algorithmic recourse
Supervisors: Cynthia C. S. Liem, Patrick Altmeyer
Evaluating Superoptimizers
Supervisors: Dennis Sprokholt, Soham Chakraborty
Evolving a program synthesiser
Supervisors: Sebastijan Dumancic
Exploring Trust and Privacy Preserving Solutions in Hyperledger Fabric
Supervisors: Kaitai Liang, Roland Kromes
Eye tracking-based Sedentary Activity Recognition with Machine Learning
Supervisors: Guohao Lan, Lingyu Do
From point clouds to faking physics
Supervisors: Kees Kroep, RangaRao Venkatesha Prasad
Generalization by Visual Attention?
Supervisors: J.W. Bohmer, C.B. Poulsen
Gesture Recognition Empowered by Ambient Light and Embedded AI
Supervisors: Qing Wang, Mingkun Yang, Ran Zhu
Hand Gesture Recognition on Arduino Using Recurrent Neural Networks and Ambient Light
By Matthew Lipski
Graph Recommender Systems
Supervisors: Elvin Isufi, Maosheng Yang
HoloNav: HoloLens as a surgical navigation system
Supervisors: Pierre Ambrosini, Ricardo Guerra Marroquim, Abdullah Thabit, Mohamed Benmahdjoub
Holograms for hybrid education and learning
Supervisors: Marcus Specht, Bibeg Limbu
How Private is Low Frequency Speech Data in Networking Events?
Supervisors: Hayley Hung, Jose Vargas Quiros
How can human rating data help improve GAN/Transformer output? (with datasets of Satellite images or Google Street View images)
Supervisors: Derek Lomas, Ujwal Gadiraju, Willem van der Maden, Garrett Allen
How to train your dragon: stochastic search techniques for program synthesis
Supervisors: Sebastijan Dumančić
Improving Fairness in Automated Negotiation
Supervisors: Sietze Kuilman, Luciano Cavalcante Siebert
Investigating Alternative Input Modalities for Micro-Task Crowdsourcing
Supervisors: Garrett Allen, Ujwal Gadiraju
Learning Algorithms for Caching and Recommender Systems
Supervisors: Georgios Iosifidis, Tareq Si Salem, Naram Mhaisen
Literature Survey on Homotopy Type Theory
Supervisors: Benedikt Ahrens, Kobe Wullaert
Evaluating Scopes of Different Implementations of Finite Sets in Homotopy Type Theory
By Giovanni Fincato de Loureiro
Machine learning for negotiating agents
Supervisors: Bram Renting, P.K. Murukannaiah
Maven Central API analysis
Supervisors: Mehdi Keshani, Sebastian Proksch
Semantic versioning on Maven Central
By Simcha Vos
Media of the Future
Supervisors: Elmar Eisemann, Michael Weinmann, Baran Usta
Multi-Level Bin Packing Problem
Supervisors: Matthias Horn, Neil Yorke-Smith
Object detection in event-based videos
Supervisors: Nergis Tömen, Ombretta Strafforello, Xin Liu
Pixel Perfect Paintings
Supervisors: Ruben Wiersma, Ricardo Marroquim, Elmar Eisemann
Practical Verification of Functional Programs
Supervisors: Jesper Cockx, Lucas Escot
Predicting Earthquakes with Deep Neural Networks
Supervisors: Elvin Isufi, Mohammad Sabbaqi
Predicting Outcomes of Dota 2 games using Causal Inference
Supervisors: Rickard Karlsson, Jesse Krijthe
Validating the win-rate of heroes in Dota 2 using instrumental variable estimation
By David van der Maas
Programmable Data Plane Security
Supervisors: Chenxing Ji, Fernando Kuipers
Programming With Effects
Supervisors: Casper Bach Poulsen, Cas van der Rest, Jaro Reinders
Protecting Federated Learning GAN from attacks
Supervisors: Kaitai Liang, Rui Wang
Reliable Communications Despite Malicious Nodes in Incomplete Graphs
Supervisors: Jérémie Decouchant, Bart Cox
Research on Explainable Artificial Intelligence Methods: Recent Advances, Challenges, and Perspectives
Supervisors: Chhagan Lal, Mauro Conti
Robust distributed swarming of wheeled mobile robots
Supervisors: Ranga Rao Venkatesha Prasad, Suryansh Sharma
Sailing++
Supervisors: Elmar Eisemann, Mark Winter
Software That Matters
Supervisors: G. Gousios, D. Spinellis
Analyzing the Criticality of NPM PackagesThrough a Time-Dependent Dependency Graph
By Anna Brands