| 2024 | ICMLA | Improving Features for Multiple Sclerosis Disability Progression Prediction Through Temporal Alignment of Hospital Visits. | Karel Fonteyn, Tom Dhaene, Dirk Deschrijver |
| 2019 | CBMS | Interpretable ECG Beat Embedding using Disentangled Variational Auto-Encoders. | Tom Van Steenkiste, Dirk Deschrijver, 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 | SmartComp | VI-Based Appliance Classification Using Aggregated Power Consumption Data. | Leen De Baets, Tom Dhaene, Dirk Deschrijver, Mario Berges, Chris Develder |
| 2016 | CEC | Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design. | Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, 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 | 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 | WSC | Classification aided domain reduction for high dimensional optimization. | Prashant Singh, Francesco Ferranti, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene |
| 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 | 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 |
| 2010 | DATE | On the construction of guaranteed passive macromodels for high-speed channels. | Alessandro Chinea, Stefano Grivet-Talocia, Dirk Deschrijver, Tom Dhaene, Luc Knockaert |
| 2004 | ICCS | Adaptive Model Based Parameter Estimation, Based on Sparse Data and Frequency Derivatives. | Dirk Deschrijver, Tom Dhaene, Jan Broeckhove |