Tom Dhaene

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 76

Top Venues

Publications

Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
Data-Efficient Interactive Multi-Objective Optimization Using ParEGO. CoRR (2024)
Jixiang Qing, Ivo Couckuyt, Tom Dhaene
A robust multi-objective Bayesian optimization framework considering input uncertainty. J. Glob. Optim. 86 (3) (2023)
Thomas T. Kok, Willemijn Groenendaal, Dolores Blanco-Almazán, Lien Lijnen, Christophe Smeets, David Ruttens, John F. Morales, Tom Dhaene, Femke Ongenae, Sofie Van Hoecke, Dirk Deschrijver
Comparator Model for Detecting Changes in the Ease of Breathing of COPD Patients. KDH@IJCAI (2023)
Jixiang Qing, Henry B. Moss, Tom Dhaene, Ivo Couckuyt
ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization. AISTATS (2023)
Jorik De Bruycker, Tom Dhaene, Nobby Stevens
The Performance of RSS Based Visible Light Positioning Techniques under Different Uniformity Conditions. IPIN (2023)
Ioana Nikova, Tom Dhaene, Ivo Couckuyt
Cost-Aware Active Learning for Feasible Region Identification. GECCO Companion (2023)
Nasrulloh R. B. S. Loka, Ivo Couckuyt, Federico Garbuglia, Domenico Spina, Inneke Van Nieuwenhuyse, Tom Dhaene
Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions. Eng. Comput. 39 (3) (2023)
Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jürgen Branke, Tom Dhaene, Ivo Couckuyt
Finding Knees in Bayesian Multi-objective Optimization. PPSN (1) (2022)
Jixiang Qing, Tom Dhaene, Ivo Couckuyt
Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty. ICML (2022)
Jixiang Qing, Henry B. Moss, Tom Dhaene, Ivo Couckuyt
ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization Under Unknown Constraints. CoRR (2022)
Geethika Bhavanasi, Lorin Werthen-Brabants, Tom Dhaene, Ivo Couckuyt
Patient activity recognition using radar sensors and machine learning. Neural Comput. Appl. 34 (18) (2022)
Jixiang Qing, Ivo Couckuyt, Tom Dhaene
A Robust Multi-Objective Bayesian Optimization Framework Considering Input Uncertainty. CoRR (2022)
Nasrulloh Ratu Bagus Satrio Loka, Sriram Karthik Gurumurthy, Bernard S. Amevor, Antonello Monti, Tom Dhaene, Ivo Couckuyt
Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives. IECON (2022)
Willem Raes, Tom Dhaene, Nobby Stevens
On The Usage of Gaussian Processes for Visible Light Positioning With Real Radiation Patterns. ISWCS (2021)
Quan Lin, Jiexiang Hu, Qi Zhou, Yuansheng Cheng, Zhen Hu, Ivo Couckuyt, Tom Dhaene
Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity. Knowl. Based Syst. 227 (2021)
Roberto Medico, Joeri Ruyssinck, Dirk Deschrijver, Tom Dhaene
Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification. Adv. Data Anal. Classif. 15 (4) (2021)
Nicolas Knudde, Willem Raes, Jorik De Bruycker, Tom Dhaene, Nobby Stevens
Data-Efficient Gaussian Process Regression for Accurate Visible Light Positioning. IEEE Commun. Lett. 24 (8) (2020)
Willem Raes, Nicolas Knudde, Jorik De Bruycker, Tom Dhaene, Nobby Stevens
Experimental Evaluation of Machine Learning Methods for Robust Received Signal Strength-Based Visible Light Positioning. Sensors 20 (21) (2020)
Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, Tom Dhaene, Wesley De Neve
Indoor human activity recognition using high-dimensional sensors and deep neural networks. Neural Comput. Appl. 32 (16) (2020)
Nicolas Knudde, Vincent Dutordoir, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
Hierarchical Gaussian Process Models for Improved Metamodeling. ACM Trans. Model. Comput. Simul. 30 (4) (2020)
Thomas Uyttenhove, Aren Maes, Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
Interpretable Epilepsy Detection in Routine, Interictal EEG Data using Deep Learning. ML4H@NeurIPS (2020)
Tom Van Steenkiste, Willemijn Groenendaal, Pauline Dreesen, Seulki Lee, Susie Klerkx, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Piero Belforte, Domenico Spina, Luigi Lombardi, Giulio Antonini, Tom Dhaene
Automated Framework for Time-Domain Piecewise-Linear Fitting Method Based on Digital Wave Processing of S-Parameters. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2020)
Jixiang Qing, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene, Kohei Shintani
Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization. WSC (2020)
Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
Interpretable ECG Beat Embedding using Disentangled Variational Auto-Encoders. CBMS (2019)
Jens Jocqué, Tom Van Steenkiste, Pieter Stroobant, Rémi Delanghe, Dirk Deschrijver, Tom Dhaene
Learning To Forget: Design of Experiments for Line-Based Bayesian Optimization in Dynamic Environments. WSC (2019)
Tom Van Steenkiste, Joachim van der Herten, Dirk Deschrijver, Tom Dhaene
ALBATROS: adaptive line-based sampling trajectories for sequential measurements. Eng. Comput. 35 (2) (2019)
Tom Van Steenkiste, Joeri Ruyssinck, Leen De Baets, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene
Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks. Artif. Intell. Medicine 97 (2019)
Nicolas Knudde, Ivo Couckuyt, Kohei Shintani, Tom Dhaene
Active Learning for Feasible Region Discovery. ICMLA (2019)
Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data. CoRR (2019)
Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
Generating an Explainable ECG Beat Space With Variational Auto-Encoders. CoRR (2019)
Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data. ML4H@NeurIPS (2019)
Aren Maes, Tom Van Steenkiste, Tom Dhaene, Dirk Deschrijver
A Study of Early Sepsis Detection Models Based on Multivariate Medical Time Series. BNAIC/BENELEARN (2019)
Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
Disentangled Variational Auto-Encoders for Explaining ECG Beat Embeddings. BNAIC/BENELEARN (2019)
Tom Van Steenkiste, Willemijn Groenendaal, Dirk Deschrijver, Tom Dhaene
Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks. IEEE J. Biomed. Health Informatics 23 (6) (2019)
Rémi Delanghe, Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
Continuous Exploitative Measurement Trajectories Using Bayesian Optimisation. BNAIC/BENELEARN (2019)
Tom Van Steenkiste, Willemijn Groenendaal, Joeri Ruyssinck, Pauline Dreesen, Susie Klerkx, Christophe Smeets, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea. EMBC (2018)
Vincent Polfliet, Nicolas Knudde, Baptist Vandersmissen, Ivo Couckuyt, Tom Dhaene
Structured Inference Networks Using High-Dimensional Sensors for Surveillance Purposes. EANN (2018)
Leen De Baets, Tom Dhaene, Dirk Deschrijver, Mario Berges, Chris Develder
VI-Based Appliance Classification Using Aggregated Power Consumption Data. SMARTCOMP (2018)
Tom Van Steenkiste, Joeri Ruyssinck, Olivier Janssens, Baptist Vandersmissen, Florian Vandecasteele, Pieter Devolder, Eric Achten, Sofie Van Hoecke, Dirk Deschrijver, Tom Dhaene
Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression. EMBC (2018)
Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, André Bourdoux, Wesley De Neve, Tom Dhaene
Indoor Person Identification Using a Low-Power FMCW Radar. IEEE Trans. Geosci. Remote. Sens. 56 (7) (2018)
Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
Sensitivity Analysis of Expensive Black-Box Systems Using Metamodeling. CoRR (2017)
Leen De Baets, Chris Develder, Tom Dhaene, Dirk Deschrijver
Automated classification of appliances using elliptical fourier descriptors. SmartGridComm (2017)
Leen De Baets, Chris Develder, Tom Dhaene, Dirk Deschrijver, Jingkun Gao, Mario Berges
Handling imbalance in an extended PLAID. SustainIT (2017)
A. Kaintura, Domenico Spina, Ivo Couckuyt, Luc Knockaert, Wim Bogaerts, Tom Dhaene
A Kriging and Stochastic Collocation ensemble for uncertainty quantification in engineering applications. Eng. Comput. 33 (4) (2017)
Prashant Singh, Ivo Couckuyt, Khairy Elsayed, Dirk Deschrijver, Tom Dhaene
Multi-objective Geometry Optimization of a Gas Cyclone Using Triple-Fidelity Co-Kriging Surrogate Models. J. Optim. Theory Appl. 175 (1) (2017)
David Plets, Krishnan Chemmangat, Dirk Deschrijver, Michael T. Mehari, Selvakumar Ulaganathan, Mostafa Pakparvar, Tom Dhaene, Jeroen Hoebeke, Ingrid Moerman, Emmeric Tanghe
Surrogate modeling based cognitive decision engine for optimization of WLAN performance. Wirel. Networks 23 (8) (2017)
Vincent Dutordoir, Nicolas Knudde, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces. WSC (2017)
Joeri Ruyssinck, Piet Demeester, Tom Dhaene, Yvan Saeys
Netter: re-ranking gene network inference predictions using structural network properties. BMC Bioinform. 17 (2016)
Michael Tetemke Mehari, Eli De Poorter, Ivo Couckuyt, Dirk Deschrijver, Günter Vermeeren, David Plets, Wout Joseph, Luc Martens, Tom Dhaene, Ingrid Moerman
Efficient Identification of a Multi-Objective Pareto Front on a Wireless Experimentation Facility. IEEE Trans. Wirel. Commun. 15 (10) (2016)
Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft, Femke Ongenae, Ivo Couckuyt, Bram Gadeyne, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck, Tom Dhaene
Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit. Comput. Math. Methods Medicine 2016 (2016)
Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Joris Degroote, Eric Laermans
Performance study of gradient-enhanced Kriging. Eng. Comput. 32 (1) (2016)
Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes. CoRR (2016)
Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
Sensitivity analysis of expensive black-box systems using metamodeling. WSC (2016)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Adaptive classification under computational budget constraints using sequential data gathering. Adv. Eng. Softw. 99 (2016)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design. CEC (2016)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty. CoRR (2016)
Sayed Ahmed Imran Bellary, Abdus Samad, Ivo Couckuyt, Tom Dhaene
A comparative study of kriging variants for the optimization of a turbomachinery system. Eng. Comput. 32 (1) (2016)
Leen De Baets, Joeri Ruyssinck, Thomas Peiffer, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene
Positive blood culture detection in time series data using a BiLSTM network. CoRR (2016)
Selvakumar Ulaganathan, Dirk Deschrijver, Mostafa Pakparvar, Ivo Couckuyt, Wei Liu, David Plets, Wout Joseph, Tom Dhaene, Luc Martens, Ingrid Moerman
Building accurate radio environment maps from multi-fidelity spectrum sensing data. Wirel. Networks 22 (8) (2016)
Keiichi Ito, Ivo Couckuyt, Silvia Poles, Tom Dhaene
Variance-based interaction index measuring heteroscedasticity. Comput. Phys. Commun. 203 (2016)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations. CoRR (2016)
Keiichi Ito, Ivo Couckuyt, Roberto D'Ippolito, Tom Dhaene
Design space exploration using Self-Organizing Map based adaptive sampling. Appl. Soft Comput. 43 (2016)
Fábio Passos, Elisenda Roca, Rafael Castro-López, Francisco V. Fernández, Y. Ye, Domenico Spina, Tom Dhaene
Frequency-dependent parameterized macromodeling of integrated inductors. SMACD (2016)
Sofie Van Gassen, Tom Dhaene, Yvan Saeys
Machine Learning Challenges for Single Cell Data. ECML/PKDD (3) (2016)
Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Eric Laermans, Joris Degroote
A hybrid sequential sampling based metamodelling approach for high dimensional problems. CEC (2016)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
A Fuzzy Hybrid Sequential Design Strategy for Global Surrogate Modeling of High-Dimensional Computer Experiments. SIAM J. Sci. Comput. 37 (2) (2015)
Mostafa Pakparvar, Krishnan Chemmangat, Dirk Deschrijver, Michael T. Mehari, David Plets, Tom Dhaene, Jeroen Hoebeke, Ingrid Moerman, Luc Martens, Wout Joseph
Throughput optimization of wireless LANs by surrogate model based cognitive decision making. WCNC Workshops (2015)
Alexander Decruyenaere, Philippe Decruyenaere, Patrick Peeters, Frank Vermassen, Tom Dhaene, Ivo Couckuyt
Prediction of delayed graft function after kidney transplantation: comparison between logistic regression and machine learning methods. BMC Medical Informatics Decis. Mak. 15 (2015)
Selvakumar Ulaganathan, Ivo Couckuyt, Dirk Deschrijver, Eric Laermans, Tom Dhaene
A Matlab Toolbox for Kriging Metamodelling. ICCS (2015)
Michael T. Mehari, Eli De Poorter, Ivo Couckuyt, Dirk Deschrijver, Jono Vanhie-Van Gerwen, Daan Pareit, Tom Dhaene, Ingrid Moerman
Efficient global optimization of multi-parameter network problems on wireless testbeds. Ad Hoc Networks 29 (2015)
Mostafa Pakparvar, David Plets, Jeroen Hoebeke, Dirk Deschrijver, Michael T. Mehari, Tom Dhaene, Ingrid Moerman, Luc Martens, Wout Joseph
Throughput optimization strategies for large-scale wireless LANs. BMSB (2015)
Rein Houthooft, Joeri Ruyssinck, Joachim van der Herten, Sean Stijven, Ivo Couckuyt, Bram Gadeyne, Femke Ongenae, Kirsten Colpaert, Johan Decruyenaere, Tom Dhaene, Filip De Turck
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores. Artif. Intell. Medicine 63 (3) (2015)
Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Constructing classifiers of expensive simulation-based data by sequential experimental design. WSC (2015)
Elizabeth Rita Samuel, Luc Knockaert, Tom Dhaene
Matrix-Interpolation-Based Parametric Model Order Reduction for Multiconductor Transmission Lines With Delays. IEEE Trans. Circuits Syst. II Express Briefs (3) (2015)
Leen De Baets, Sofie Van Gassen, Tom Dhaene, Yvan Saeys
Unsupervised Trajectory Inference Using Graph Mining. CIBB (2015)
Mostafa Pakparvar, David Plets, Emmeric Tanghe, Dirk Deschrijver, Wei Liu, Krishnan Chemmangat, Ingrid Moerman, Tom Dhaene, Luc Martens, Wout Joseph
A cognitive QoS management framework for WLANs. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Eric Laermans, Joris Degroote
On the use of gradients in kriging surrogate models. WSC (2014)
Ivo Couckuyt, Tom Dhaene, Piet Demeester
ooDACE toolbox: a flexible object-oriented Kriging implementation. J. Mach. Learn. Res. 15 (1) (2014)
Prashant Singh, Francesco Ferranti, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene
Classification aided domain reduction for high dimensional optimization. WSC (2014)
Elizabeth Rita Samuel, Luc Knockaert, Tom Dhaene
Passivity Preserving Multipoint Model Order Reduction using Reflective Exploration. ICINCO (1) (2014)
Elizabeth Rita Samuel, Luc Knockaert, Tom Dhaene
Model Order Reduction of Time-Delay Systems Using a Laguerre Expansion Technique. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2014)
Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization. J. Glob. Optim. 60 (3) (2014)
Celine Vens, Sofie Van Gassen, Tom Dhaene, Yvan Saeys
Complex Aggregates over Clusters of Elements. ILP (2014)
Joachim van der Herten, Dirk Deschrijver, Tom Dhaene
Fuzzy local linear approximation-based sequential design. CIES (2014)
Michael T. Mehari, Eli De Poorter, Ivo Couckuyt, Dirk Deschrijver, Jono Vanhie-Van Gerwen, Tom Dhaene, Ingrid Moerman
Efficient multi-objective optimization of wireless network problems on wireless testbeds. CNSM (2014)
Prashant Singh, Ivo Couckuyt, Francesco Ferranti, Tom Dhaene
A constrained multi-objective surrogate-based optimization algorithm. IEEE Congress on Evolutionary Computation (2014)
Ivo Couckuyt, Jef Aernouts, Dirk Deschrijver, Filip De Turck, Tom Dhaene
Identification of quasi-optimal regions in the design space using surrogate modeling. Eng. Comput. 29 (2) (2013)
Steven Latré, Wim Van de Meerssche, Dirk Deschrijver, Dimitri Papadimitriou, Tom Dhaene, Filip De Turck
A cognitive accountability mechanism for penalizing misbehaving ECN-based TCP stacks. Int. J. Netw. Manag. 23 (1) (2013)
Femke Ongenae, Maxim Claeys, Thomas Dupont, Wannes Kerckhove, Piet Verhoeve, Tom Dhaene, Filip De Turck
A probabilistic ontology-based platform for self-learning context-aware healthcare applications. Expert Syst. Appl. 40 (18) (2013)
Femke Ongenae, Stijn Van Looy, David Verstraeten, Thierry Verplancke, Dominique Benoit, Filip De Turck, Tom Dhaene, Benjamin Schrauwen, Johan Decruyenaere
Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks. Eng. Appl. Artif. Intell. 26 (3) (2013)
Elizabeth Rita Samuel, Luc Knockaert, Tom Dhaene
Parametric Macromodeling using Interpolation of Sylvester based State-space Realizations. ICINCO (1) (2013)
Ivo Couckuyt, Dirk Gorissen, Karel Crombecq, Dirk Deschrijver, Tom Dhaene
The SUMO toolbox: A tool for automatic regression modeling and active learning. AFRICON (2013)
Prashant Singh, Dirk Deschrijver, Tom Dhaene
A balanced sequential design strategy for global surrogate modeling. WSC (2013)
Nicolas Staelens, Dirk Deschrijver, Ekaterina Vladislavleva, Brecht Vermeulen, Tom Dhaene, Piet Demeester
Constructing a No-Reference H.264/AVC Bitstream-Based Video Quality Metric Using Genetic Programming-Based Symbolic Regression. IEEE Trans. Circuits Syst. Video Technol. 23 (8) (2013)
Dimitri de Jonghe, Dirk Deschrijver, Tom Dhaene, Georges G. E. Gielen
Extracting analytical nonlinear models from analog circuits by recursive vector fitting of transfer function trajectories. DATE (2013)
Guillaume Crevecoeur, Ahmed Abou-Elyazied Abdallh, Ivo Couckuyt, Luc Dupré, Tom Dhaene
Two-level refined direct optimization scheme using intermediate surrogate models for electromagnetic optimization of a switched reluctance motor. Eng. Comput. 28 (2) (2012)
Ivo Couckuyt, A. Forrester, Dirk Gorissen, Filip De Turck, Tom Dhaene
Blind Kriging: Implementation and performance analysis. Adv. Eng. Softw. 49 (2012)
Nicolas Staelens, Glenn Van Wallendael, Karel Crombecq, Nick Vercammen, Jan De Cock, Brecht Vermeulen, Rik Van de Walle, Tom Dhaene, Piet Demeester
No-Reference Bitstream-Based Visual Quality Impairment Detection for High Definition H.264/AVC Encoded Video Sequences. IEEE Trans. Broadcast. 58 (2) (2012)
Elizabeth Rita Samuel, Francesco Ferranti, Luc Knockaert, Tom Dhaene
Robust Passivity Preserving Parametric Model Order Reduction Using Matrix Interpolation. ROCOND (2012)

Tom Dhaene.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Tom Dhaene