Students supervised by Bäck, prof.dr. T.H.W. (Thomas)



Note: the overview per supervisor is likely partially incomplete.

115 entries found.



ProgramYearRole Student Thesis Content
PhD Computer Science2024first supervisorKocaman, V. (Veysel)Learning From Small Samples
PhD Computer Science2023second supervisorMoussa, C. (Charles)Algorithm Selection and Configuration for Noisy Intermediate Scale Qua...
PhD Computer Science2023second supervisorSkolik, A. (Andrea)Quantum Machine Learning: On the Design, Trainability and Noise-Robust...
PhD Computer Science2023promotorKefalas, M. (Marios)Data-Driven Predictive Maintenance and Time-Series Applications
PhD Computer Science2023promotorMeijer, D.W.J. (Dirk)Machine Learning and Computer Vision for Urban Drainage Inspection
PhD Computer Science2023promotorUllah, S. (Sibghat)Model-Assisted Robust Optimization for Continuous Black-Box Problems
PhD Computer Science2023first supervisorKong, J. (Jiawen)Learning Class-Imbalanced Problems from the Perspective of Data Intrin...
Master ICT in Business a...2023second supervisorKolenbrander, Marcel Resource Allocation Optimization Through Process Mining Within a Busin...
Master Computer Science2023third supervisorHu, WenqianA Hybrid Multi-Objective Evolutionary Algorithm for the Vehicle Routin...
Master Computer Science2023third supervisorLin, YuanA Reinforment Learning-based Hierarchical Method for Route Planning
Master Computer Science2023third supervisorMone, AntonioWeight Agnostic Neural Networks on Atari Games
Master Computer Science2023second supervisorChen, WeiA Dual-Technique Approach: Shapelet and TimeGAN for Counterfactual Epl...
Master Computer Science2023second supervisorLaskaris, GeorgiosComparison between tensor networks and quantum machine learning on bin...
Master Computer Science2023second supervisorVanmosuinck, ErnestSubpopulations with adaptive population size and search space partitio...
PhD Computer Science2022promotorJesus de Araujo Rios, T. (Thiago) deLearning-based Representations of High-dimensional CAE Models for Auto...
PhD Computer Science2022promotorThill, M. (Markus)Machine Learning and Deep Learning Approaches for Multivariate Time Se...
PhD Computer Science2022promotorWang, Y. (Yali)Multi-Objective Evolutionary Algorithms for Optimal Scheduling
PhD Computer Science2022promotorYarkoni, S. (Sheir)Applications of Quantum Annealing in Combinatorial Optimization
PhD Computer Science2022promotorYe, F. (Furong)Benchmarking Discrete Optimization Heuristics: From Building a Sound E...
Master Computer Science2022second supervisorHuang, Q.Multi-surrogate Assisted Efficient Global Optimization: A Positional S...
PhD Computer Science2021promotorGeorgiou, T. (Theodoros)Multi-Dimensional Feature and Data Mining
PhD Computer Science2021promotorProenca, H.M. (Hugo)Robust Rules for Prediction and Description
Master Computer Science2021second supervisorKönig, OliverFew-shot transformers
Master Computer Science2021second supervisorMeij, YangjieEmpirical Study of Dimensionality Reduction and Feature Selection Meth...
Master Computer Science2021second supervisorZeng, ShutongLocating multiple local minima in the “optical lens deign problem”...
Master Computer Science2021first supervisorHanse, GideonEfficiently solving Expensive Multi-Objective Black-Box Optimization P...
Master Computer Science2021first supervisorSantamaria Hernandez, PedroAutomated Regression Pipeline for Time-Series problems with Real-World...
Master Computer Science2021first supervisorSchröder, DominikDynamic Algorithm Selection for Continuous Black-box Optimization
Master Computer Science2021first supervisorZwanenburg, EwoutDiagnosis and Prognosis of Induction Motors and Bearing using Fast Fou...
PhD Computer Science2020promotorBagheri, S. (Samineh)Self-Adjusting Surrogate-Assisted Optimization Techniques for Expensiv...
PhD Computer Science2020promotorEchtenbruck, M.M. (Martina)Optimally Weighted Ensembles of Surrogate Models for Sequential Parame...
PhD Computer Science2020promotorKoch, M. (Milan)Data-Driven Machine Learning and Optimization Pipelines for Real-World...
PhD Computer Science2020promotorSoltani, M. (Mozhan)Exploring Means to Facilitate Software Debugging
Master Computer Science2020second supervisorKhairullah, Mohamed ZehniOn the Potential of Feature-based Algorithm Selection for Pseudo-Boole...
Master Computer Science2020second supervisorLou, YitanA GE Benchmark and an automated GE comparison system
Master Computer Science2020second supervisorPapathanasiou, NikSequence Prediction Under Multiple Constraints
Master Computer Science2020second supervisorWang, MingkangEvaluating and Optimizing Electric Bicycle Designs by Coupling Machine...
Master Computer Science2020first supervisorMazhar, HebaDetecting Critical Driving Events using Messy Smartphone Sensor Data
Master Computer Science2020first supervisorSantiago Rojo, Juan deExhaust Gas Temperature modeling, a symbolic regression approach
Master Computer Science2020first supervisorSchmidt, ZacharyEsports Match Result Prediction for a Decision Support System in Count...
Master Computer Science2020first supervisorVermetten, DiederickIntegrating Algorithm Selection and Configuration: A Proof of Concept ...
Master Computer Science2020first supervisorWang, DapengFirst Steps towards Hybrid Quantum-Classical Optimization
Master Computer Science2020first supervisorZhu, MinDeveloping a computational framework to identify muscle-specific gene ...
Bachelor Informatica2020first supervisorWassenaar, G. (Guido)Empirical Performance Evaluation of the Linkage Tree Genetic Algorithm
PhD Computer Science2019promotorBlom, K. (Koen) van derMulti-objective Mixed-integer Evolutionary Algorithms for Building Spa...
Master ICT in Business a...2019second supervisorVergara Manrique, DavidApplicability of diffusion models to forecast sales of Health Tech pro...
Master Computer Science2019second supervisorGuo, XinA New Approach Towards the Combined Algorithm Selection and Hyper-para...
Master Computer Science2019second supervisorLamers, ChristiaanSkippy: Automated configuration of CNNs with skip connections
Master Computer Science2019second supervisorSpek, Thierry van derPavement Distress Classification in 3D Pavement Measurements using Con...
Master Computer Science2019second supervisorVreumingen, Dyon vanQuantum-assisted machine learning and optimisation in an industrial co...
Bachelor Informatica2019first supervisorBlok, J. H. (Jaap)Multi-valued Decision Variables and Redundant Coding in Evolutionary A...
Bachelor Informatica2019first supervisorBoks, R.M. (Rick)Performance Comparison of Configurable Particle Swarm and Differential...
PhD Computer Science2018promotorMaulana, A. (Asep)Many Objective Optimization and Complex Network Analysis
PhD Computer Science2018promotorStein, B. (Bas) vanData Driven Modeling & Optimization of Industrial Processes
PhD Computer Science2018promotorWang, H. (Hao)Stochastic and Deterministic Algorithms for Continuous Black-Box Optim...
Master Computer Science2018first supervisorShi, QinchenBenchmarking SMAC and MIES on Mixed-Integer Problems
Master Computer Science2018first supervisorWinter, Roy. deDesigning Ships using Constrained Multi-Objective Efficient Global Opt...
Bachelor Informatica2018first supervisorLubben, J. (Jelle)Applying a Mixed-integer Evoutionary Strategy for the Configuration an...
PhD Computer Science2017promotorYang, K. (Kaifeng)Multi-Objective Bayesian Global Optimization for Continuous Problems a...
Master Computer Science2017first supervisorBismpikos, N. (Nikolaos)Estimating Tool Damage and Remaining Useful Life of a CNC Milling Cutt...
PhD Computer Science2016promotorTleis, M. (Mohamed)Image Analysis for Gene Expression Based Phenotype Characterization in...
PhD Computer Science2016promotorYang, Z. (Zhiwei)Meta-Heuristics for Vehicle Routing and Inventory Routing Problems
Master Computer Science2016second supervisorKleyn, F. (Floris)Mining and Visualizing Sequential Healthcare Data
Master Computer Science2016first supervisorRijn, S.J. (Sander) vanEvolving the Structure of Evolution Strategies using a Genetic Algorit...
Bachelor Informatica2016first supervisorLatenko, A. (Alexander)Explorative Study on Hierarchical Temporal Memory
Master Computer Science2015second supervisorPilios, E. (Emmanouil)Contracting Practices in Traditional and Agile Software Development
Master Computer Science2015first supervisorBlom, K. (Koen) van derInsect Division of Labour Applied to Online Scheduling
Master Computer Science2015first supervisorLeuven, J.T. (Joost)Introducing User-Derived Information in the Optimization of Highly Con...
PhD Computer Science2014promotorEtemadi Idgahi, R. (Ramin)Quality-Driven Multi-Objective Optimization of Software Architecture D...
PhD Computer Science2014promotorGaida, D. (Daniel)Dynamic Real-Time Substrate Feed Optimization of Anaerobic Co-Digestio...
PhD Computer Science2014promotorKieft, N. (Nataša)Evaluation of Different Design Space Description Methods for Analysing...
Master Computer Science2014first supervisorMu, X. (Xiaolong)Combinatorial Optimization for 3D Container Loading Problem
Master Computer Science2014first supervisorVermeulen, T. (Thijs)Evolving Technical Trading Strategies using Genetic Programming
Bachelor Informatica2014second supervisorSamwel, N. (Niels)Mining Bitcoins with Natural Computing Algorithms
PhD Computer Science2013promotorKoch, P. (Patrick)Efficient Tuning in Supervised Machine Learning
PhD Computer Science2013promotorReehuis, E.J.J. (Edgar)Guiding Evolutionary Search towards Innovative Solutions
Master Computer Science2013second supervisorGaiu, A.F. (Alexandru)Sequential Parameter Tuning of Algorithms for the Vehicle Routing Prob...
Master Computer Science2013second supervisorVeen, B. (Barry) vanSolving the Dynamic Vehicle Routing Problem with Time Windows using An...
Master Computer Science2013first supervisorWang, H. (Hao)On Derandomization in Evolution Strategy
PhD Computer Science2012promotorHeinle, I.M. (Ingo)Application of Evolutionary Strategies to Industrial Forming Simulatio...
PhD Computer Science2012promotorKruisselbrink, J.W. (Johannes)Evolution Strategies for Robust Optimization
Master Computer Science2012second supervisorGheorghe, M. (Marius)Physiological Ageing Described by Genome-Wide Trends
Master Computer Science2012first supervisorBigarella, F. (Francesco)Enhancing Medicine with Nanotechnology: A Simulation Study
Master Computer Science2012first supervisorEgmond, S. (Sjoerd) vanDynamic Ant Colony Optimization for the Traveling Salesman Problem
Master Computer Science2012first supervisorHoed, A. (Anton) denTechnology Based Methods to Reduce The Risks of Cloud Computing
Master Computer Science2012first supervisorSwenne, M. (Marijn)Optimizing Pedestrian Environments with Evolutionary Strategies
Master Computer Science2012first supervisorWolff, S. (Sjaak)Genetic Algorithms and Cellular Automata Unraveling the Bitmap Problem
Bachelor Informatica2012first supervisorHekke, P. (Piet) vanOn the Scalability of Evolution Strategies on High-Dimensional Problem...
Bachelor Informatica2012first supervisorRozemod, D. (Duncan)Multiple Objective Portfolio Optimization using Evolution Strategies
Master Computer Science2011first supervisorWink, S. (Stefan)A Meta-Genetic Algorithm for Solving the Capacitated Vehicle Routing P...
PhD Computer Science2010promotorBreukelaar, R. (Ron)Interaction and Evolutionary Algorithms
Master Computer Science2010supervisorLier, J. (Jori) vanUsing Genetic Programming and Evolution Strategies to Evolve Profitabl...
Master Computer Science2010first supervisorAleman, A. (Alexander)Self-adaptive Mutation in Molecular Evolution
PhD Computer Science2009promotorLi, R. (Rui)Mixed-Integer Evolution Strategies for Parameter Optimization and Thei...
Master Computer Science2009first supervisorWurdinger, K. (Kerstin)Investigating an Evolutionary Strategy to Forecast Time Series
PhD Computer Science2008promotorShir, O.M. (Ofer)Niching in Derandomized Evolution Strategies and its Applications in Q...
Master Computer Science2008second supervisorLee, B.V.Y. (Yuanling)Analyzing Molecular Landscapes using Random Walks and Information Theo...
Master Computer Science2008first supervisorGoes, V. (Vincent) van derAsymmetric Sharing
Master Computer Science2008first supervisorKruisselbrink, J. (Johannes)Evolutionary Algorithms for Automated Drug Design
Master Computer Science2008first supervisorZon, B. (Bas) vanDesigning and Simulating Brain Structures using a Specially Built GUI
Master Computer Science2007first supervisorGroenendijk, B. (Bas)Uncovering the Classification Characteristics of Olfactory G Protein-C...
Master ICT in Business a...2006first supervisorLei TaoUsing genetic programming to find optimal purchase-ordering rules
Master Computer Science2006first supervisorChen, J. (Juan)On Recombination in (mu, lambda) Evolution Strategies
PhD Computer Science2005promotorHenkel, C.V. (Christiaan).Experimental DNA computing
Master Computer Science2005first supervisorLiu, G. (Guoxiang)A New Algorithm for Ring Checking in Molecules
Master Computer Science2004first supervisorBreukelaar, R. (Ron)Evolving Transition rules for Multi Dimensional Cellular Automata
Master Computer Science2004first supervisorCui, K. (Kejia)Prediction of Aqueous Solubility through a Neural Network
Master Computer Science2004first supervisorNabuurs, R. (Remco)Energy-bound Genetic Programming
Master Computer Science2004first supervisorShir, O.M. (Ofer)Niching in Evolution Strategies
Master Computer Science2003first supervisorChen, H.Q.Equity Premium Prediction and Investment Strategy Searching with Genet...
Master Computer Science2003first supervisorGrutter, G.H. (Gert Hans)Evolution Strategies and the Spacing of Airplanes in Final Approach Ai...
PhD Computer Science2002copromotorHemert, J.I. (Jano) vanApplication of Evolutionary Computation to Constraint Satisfaction and...
Master Computer Science2002first supervisorSamsonova, E. (Elena)Helix: An Artificial Life System Modelling DNA
Master Computer Science2000first supervisorBominaar, P.P.J. (Peter Paul)Niching Methods for Evolution Strategies in Multimodal Dynamic Landsca...
Master Computer Science1998first supervisorMoolenaar, H.J. (Henk)Evolutionary Algorithms and the Set Partitioning Problem