| 2026 | ICCS | Automated Machine Learning Framework for Generating Pseudorandom Antenna Designs Conditioned on Operational Frequency Range. | Bartosz Czaplewski, Tom Dhaene |
| 2026 | ICCS | Reversible Data Hiding in Encrypted Images Using Kernel-Based Prediction and Delta-Huffman Coding. | Remigiusz Martyniak, Mariusz Dzwonkowski, Tom Dhaene |
| 2024 | GECCO | Lower Confidence Bound for Preference Selection in Interactive Multi-Objective Optimization. | Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt |
| 2024 | ICCS | Miniaturization-Oriented Design of Spline-Parameterized UWB Antenna for In-Door Positioning Applications. | Adrian Bekasiewicz, Tom Dhaene, Ivo Couckuyt, Jacek Andrzej Litka |
| 2024 | ICCS | Specification-Oriented Automatic Design of Topologically Agnostic Antenna Structure. | Adrian Bekasiewicz, Mariusz Dzwonkowski, Tom Dhaene, Ivo Couckuyt |
| 2024 | ICCS | TR-Based Antenna Design with Forward FD: The Effects of Step Size on the Optimization Performance. | Adrian Bekasiewicz, Slawomir Koziel, Tom Dhaene, Marcin Narloch |
| 2024 | ICCS | Accurate Post-processing of Spatially-Separated Antenna Measurements Realized in Non-Anechoic Environments. | Adrian Bekasiewicz, Vorya Waladi, Tom Dhaene, Bartosz Czaplewski |
| 2024 | ICMLA | Improving Features for Multiple Sclerosis Disability Progression Prediction Through Temporal Alignment of Hospital Visits. | Karel Fonteyn, Tom Dhaene, Dirk Deschrijver |
| 2023 | AISTATS | PF | Jixiang Qing, Henry B. Moss, Tom Dhaene, Ivo Couckuyt |
| 2023 | GECCO | Cost-Aware Active Learning for Feasible Region Identification. | Ioana Nikova, Tom Dhaene, Ivo Couckuyt |
| 2023 | IPIN | The Performance of RSS Based Visible Light Positioning Techniques under Different Uniformity Conditions. | Jorik De Bruycker, Tom Dhaene, Nobby Stevens |
| 2022 | ICML | Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty. | Jixiang Qing, Tom Dhaene, Ivo Couckuyt |
| 2022 | IECON | Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives. | Nasrulloh Ratu Bagus Satrio Loka, Sriram Karthik Gurumurthy, Bernard S. Amevor, Antonello Monti, Tom Dhaene, Ivo Couckuyt |
| 2022 | PPSN | Finding Knees in Bayesian Multi-objective Optimization. | Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jrgen Branke, Tom Dhaene, Ivo Couckuyt |
| 2020 | WSC | Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization. | Jixiang Qing, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene, Kohei Shintani |
| 2019 | CBMS | Interpretable ECG Beat Embedding using Disentangled Variational Auto-Encoders. | Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene |
| 2019 | ICMLA | Active Learning for Feasible Region Discovery. | Nicolas Knudde, Ivo Couckuyt, Kohei Shintani, Tom Dhaene |
| 2019 | WSC | Learning To Forget: Design of Experiments for Line-Based Bayesian Optimization in Dynamic Environments. | Jens Jocqu, Tom Van Steenkiste, Pieter Stroobant, Rmi Delanghe, Dirk Deschrijver, Tom Dhaene |
| 2018 | EANN | Structured Inference Networks Using High-Dimensional Sensors for Surveillance Purposes. | Vincent Polfliet, Nicolas Knudde, Baptist Vandersmissen, Ivo Couckuyt, Tom Dhaene |
| 2018 | SmartComp | VI-Based Appliance Classification Using Aggregated Power Consumption Data. | Leen De Baets, Tom Dhaene, Dirk Deschrijver, Mario Berges, Chris Develder |
| 2017 | WSC | Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces. | Vincent Dutordoir, Nicolas Knudde, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene |
| 2016 | CEC | Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design. | Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene |
| 2016 | CEC | A hybrid sequential sampling based metamodelling approach for high dimensional problems. | Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Eric Laermans, Joris Degroote |
| 2016 | WSC | Sensitivity analysis of expensive black-box systems using metamodeling. | Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene |
| 2015 | ICCS | A Matlab Toolbox for Kriging Metamodelling. | Selvakumar Ulaganathan, Ivo Couckuyt, Dirk Deschrijver, Eric Laermans, Tom Dhaene |
| 2015 | WCNC | Throughput optimization of wireless LANs by surrogate model based cognitive decision making. | Mostafa Pakparvar, Krishnan Chemmangat, Dirk Deschrijver, Michael T. Mehari, David Plets, Tom Dhaene, Jeroen Hoebeke, Ingrid Moerman, Luc Martens, Wout Joseph |
| 2015 | WSC | Constructing classifiers of expensive simulation-based data by sequential experimental design. | Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene |
| 2014 | CEC | A constrained multi-objective surrogate-based optimization algorithm. | Prashant Singh, Ivo Couckuyt, Francesco Ferranti, Tom Dhaene |
| 2014 | CNSM | Efficient multi-objective optimization of wireless network problems on wireless testbeds. | Michael T. Mehari, Eli De Poorter, Ivo Couckuyt, Dirk Deschrijver, Jono Vanhie-Van Gerwen, Tom Dhaene, Ingrid Moerman |
| 2014 | ICINCO | Passivity Preserving Multipoint Model Order Reduction using Reflective Exploration. | Elizabeth Rita Samuel, Luc Knockaert, Tom Dhaene |
| 2014 | ILP | Complex Aggregates over Clusters of Elements. | Celine Vens, Sofie Van Gassen, Tom Dhaene, Yvan Saeys |
| 2014 | WSC | Classification aided domain reduction for high dimensional optimization. | Prashant Singh, Francesco Ferranti, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene |
| 2014 | WSC | On the use of gradients in kriging surrogate models. | Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Eric Laermans, Joris Degroote |
| 2013 | DATE | Extracting analytical nonlinear models from analog circuits by recursive vector fitting of transfer function trajectories. | Dimitri de Jonghe, Dirk Deschrijver, Tom Dhaene, Georges G. E. Gielen |
| 2013 | ICINCO | Parametric Macromodeling using Interpolation of Sylvester based State-space Realizations. | Elizabeth Rita Samuel, Luc Knockaert, Tom Dhaene |
| 2013 | WSC | A balanced sequential design strategy for global surrogate modeling. | Prashant Singh, Dirk Deschrijver, Tom Dhaene |
| 2012 | CEC | Towards Efficient Multiobjective Optimization: Multiobjective statistical criterions. | Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene |
| 2011 | WSC | Automatic surrogate model type selection during the optimization of expensive black-box problems. | Ivo Couckuyt, Filip De Turck, Tom Dhaene, Dirk Gorissen |
| 2011 | WSC | An alternative approach to avoid overfitting for surrogate models. | Huu Minh Nguyen, Ivo Couckuyt, Luc Knockaert, Tom Dhaene, Dirk Gorissen, Yvan Saeys |
| 2010 | CBMS | Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: A sepsis case study. | Femke Ongenae, Tom Dhaene, Filip De Turck, Dominique Benoit, Johan Decruyenaere |
| 2010 | DATE | On the construction of guaranteed passive macromodels for high-speed channels. | Alessandro Chinea, Stefano Grivet-Talocia, Dirk Deschrijver, Tom Dhaene, Luc Knockaert |
| 2010 | ICCCN | Link State Protocol Data Mining for Shared Risk Link Group Detection. | Goutam Das, Dimitri Papadimitriou, Wouter Tavernier, Didier Colle, Tom Dhaene, Mario Pickavet, Piet Demeester |
| 2009 | EANN | Pareto-Based Multi-output Metamodeling with Active Learning. | Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene |
| 2009 | HAIS | Pareto-Based Multi-output Model Type Selection. | Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom Dhaene |
| 2009 | WSC | A Novel Sequential Design Strategy for Global Surrogate Modeling. | Karel Crombecq, Dirk Gorissen, Luciano De Tommasi, Tom Dhaene |
| 2008 | CEC | Automatic model type selection with heterogeneous evolution: An application to RF circuit block modeling. | Dirk Gorissen, Luciano De Tommasi, Jeroen Croon, Tom Dhaene |
| 2008 | CISIS | Ontology Based and Context-Aware Hospital Nurse Call Optimization. | Femke Ongenae, Matthias Strobbe, Jan Hollez, Gregory De Jans, Filip De Turck, Tom Dhaene, Piet Demeester, Piet Verhoeve |
| 2008 | COMPSAC | OTAGen: A Tunable Ontology Generator for Benchmarking Ontology-Based Agent Collaboration. | Femke Ongenae, Stijn Verstichel, Filip De Turck, Tom Dhaene, Bart Dhoedt, Piet Demeester |
| 2008 | WSC | A comparison of sequential design methods for RF circuit block modeling. | Karel Crombecq, Luciano De Tommasi, Dirk Gorissen, Tom Dhaene |
| 2007 | ESANN | Adaptive Global Metamodeling with Neural Networks. | Dirk Gorissen, Wouter Hendrickx, Tom Dhaene |
| 2006 | CCGRID | Integrating Gridcomputing and Metamodeling. | Dirk Gorissen, Wouter Hendrickx, Karel Crombecq, Tom Dhaene |
| 2006 | WSC | Grid enabled sequential design and adaptive metamodeling. | Wouter Hendrickx, Dirk Gorissen, Tom Dhaene |
| 2005 | WSC | Sequential design and rational metamodelling. | Wouter Hendrickx, Tom Dhaene |
| 2004 | ICCS | Adaptive Model Based Parameter Estimation, Based on Sparse Data and Frequency Derivatives. | Dirk Deschrijver, Tom Dhaene, Jan Broeckhove |
| 2004 | MASCOTS | Performance Characterisation and Verification of JavaSpaces Based on Design of Experiments. | Frederic Hancke, Tom Dhaene, Jan Broeckhove |
| 2003 | ICCS | Self-Organizing Compact Modeling Methodology for High-Speed Passive Electrical Interconnection Structures. | Tom Dhaene |