Tom Dhaene - RankMe

170 papers A* 1A 3B 15C 6Misc 19Journal 84Unranked 39

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bayesian Preference Elicitation: Human-In-The-Loop Optimization of An Active Prosthesis. CoRR Sophia Taddei, Wouter Koppen, Eligia Alfio, Stefano Nuzzo, Louis L. Flynn, María Alejandra Díaz, Sebastian Rojas-Gonzalez, Tom Dhaene, Kevin De Pauw, Ivo Couckuyt, Tom Verstraten
2026	J	`jnl`	Trade-offs in Bayesian active learning for feasible region identification. J. Intell. Manuf. Ioana Nikova, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2025	J	`jnl`	Augmentation-Free Longitudinal Modeling Through Structuring Whitened Embeddings. IEEE Access Karel Fonteyn, Lennert Bontinck, Tom Dhaene, Dirk Deschrijver
2025	J	`jnl`	Deep Learning-Based Event Counting for Apnea-Hypopnea Index Estimation Using Recursive Spiking Neural Networks. IEEE Trans. Biomed. Eng. Lorin Werthen-Brabants, Yolanda Castillo-Escario, Willemijn Groenendaal, Raimon Jané, Tom Dhaene, Dirk Deschrijver
2025	J	`jnl`	Knee Detection in Bayesian Multiobjective Optimization Using Thompson Sampling. IEEE Trans. Evol. Comput. Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Juergen Branke, Tom Dhaene, Ivo Couckuyt
2025	J	`jnl`	Miniaturization-Oriented Design of Spline-Parameterized UWB Antenna for In-Door Positioning Applications. CoRR Adrian Bekasiewicz, Tom Dhaene, Ivo Couckuyt, Jacek Andrzej Litka
2025	J	`jnl`	Specification-Oriented Automatic Design of Topologically Agnostic Antenna Structure. CoRR Adrian Bekasiewicz, Mariusz Dzwonkowski, Tom Dhaene, Ivo Couckuyt
2025	J	`jnl`	Strategies for Feature-Assisted Development of Topology Agnostic Planar Antennas Using Variable-Fidelity Models. CoRR Adrian Bekasiewicz, Khadijeh Askaripour, Mariusz Dzwonkowski, Tom Dhaene, Ivo Couckuyt
2025	J	`jnl`	Strategies for feature-assisted development of topology agnostic planar antennas using variable-fidelity models. J. Comput. Sci. Adrian Bekasiewicz, Khadijeh Askaripour, Mariusz Dzwonkowski, Tom Dhaene, Ivo Couckuyt
2025	J	`jnl`	TR-Based Antenna Design with Forward FD: the Effects of Step Size on the Optimization Performance. CoRR Adrian Bekasiewicz, Slawomir Koziel, Tom Dhaene, Marcin Narloch
2025	J	`jnl`	The role of trustworthy and reliable AI for multiple sclerosis. Frontiers Digit. Health Lorin Werthen-Brabants, Tom Dhaene, Dirk Deschrijver
2024	—	`conf`	Accurate Post-processing of Spatially-Separated Antenna Measurements Realized in Non-Anechoic Environments. ICCS (3) Adrian Bekasiewicz, Vorya Waladi, Tom Dhaene, Bartosz Czaplewski
2024	J	`jnl`	Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design. Eng. Comput. Nasrulloh R. B. S. Loka, Mohamed Ibrahim, Ivo Couckuyt, Inneke Van Nieuwenhuyse, Tom Dhaene
2024	J	`jnl`	Data-Efficient Interactive Multi-Objective Optimization Using ParEGO. CoRR Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2024	J	`jnl`	ECGencode: Compact and computationally efficient deep learning feature encoder for ECG signals. Expert Syst. Appl. Lennert Bontinck, Karel Fonteyn, Tom Dhaene, Dirk Deschrijver
2024	—	`conf`	Evaluation of Machine Learning Models for Received Signal Strength Based Visible Light Positioning with Obstacles. CSNDSP Jorik De Bruycker, Michiel De Wilde, Federico Garbuglia, Ioana Nikova, Ivo Couckuyt, Tom Dhaene, Nobby Stevens
2024	C	`conf`	Improving Features for Multiple Sclerosis Disability Progression Prediction Through Temporal Alignment of Hospital Visits. ICMLA Karel Fonteyn, Tom Dhaene, Dirk Deschrijver
2024	—	`conf`	Lower Confidence Bound for Preference Selection in Interactive Multi-Objective Optimization. GECCO Companion Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2024	—	`conf`	Miniaturization-Oriented Design of Spline-Parameterized UWB Antenna for In-Door Positioning Applications. ICCS (3) Adrian Bekasiewicz, Tom Dhaene, Ivo Couckuyt, Jacek Andrzej Litka
2024	—	`conf`	Specification-Oriented Automatic Design of Topologically Agnostic Antenna Structure. ICCS (3) Adrian Bekasiewicz, Mariusz Dzwonkowski, Tom Dhaene, Ivo Couckuyt
2024	—	`conf`	TR-Based Antenna Design with Forward FD: The Effects of Step Size on the Optimization Performance. ICCS (3) Adrian Bekasiewicz, Slawomir Koziel, Tom Dhaene, Marcin Narloch
2023	J	`jnl`	A robust multi-objective Bayesian optimization framework considering input uncertainty. J. Glob. Optim. Jixiang Qing, Ivo Couckuyt, Tom Dhaene
2023	J	`jnl`	Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions. Eng. Comput. Nasrulloh R. B. S. Loka, Ivo Couckuyt, Federico Garbuglia, Domenico Spina, Inneke Van Nieuwenhuyse, Tom Dhaene
2023	—	`conf`	Comparator Model for Detecting Changes in the Ease of Breathing of COPD Patients. KDH@IJCAI 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
2023	—	`conf`	Cost-Aware Active Learning for Feasible Region Identification. GECCO Companion Ioana Nikova, Tom Dhaene, Ivo Couckuyt
2023	—	`conf`	Data-Efficient Interactive Multi-objective Optimization Using ParEGO. PKDD/ECML Workshops (3) Arash Heidari, Sebastian Rojas-Gonzalez, Tom Dhaene, Ivo Couckuyt
2023	J	`jnl`	Open-Set Patient Activity Recognition With Radar Sensors and Deep Learning. IEEE Geosci. Remote. Sens. Lett. Geethika Bhavanasi, Lorin Werthen-Brabants, Tom Dhaene, Ivo Couckuyt
2023	A	`conf`	PF AISTATS Jixiang Qing, Henry B. Moss, Tom Dhaene, Ivo Couckuyt
2023	C	`conf`	The Performance of RSS Based Visible Light Positioning Techniques under Different Uniformity Conditions. IPIN Jorik De Bruycker, Tom Dhaene, Nobby Stevens
2022	J	`jnl`	A Robust Multi-Objective Bayesian Optimization Framework Considering Input Uncertainty. CoRR Jixiang Qing, Ivo Couckuyt, Tom Dhaene
2022	—	`conf`	Finding Knees in Bayesian Multi-objective Optimization. PPSN (1) Arash Heidari, Jixiang Qing, Sebastian Rojas-Gonzalez, Jürgen Branke, Tom Dhaene, Ivo Couckuyt
2022	J	`jnl`	PF CoRR Jixiang Qing, Henry B. Moss, Tom Dhaene, Ivo Couckuyt
2022	J	`jnl`	Patient activity recognition using radar sensors and machine learning. Neural Comput. Appl. Geethika Bhavanasi, Lorin Werthen-Brabants, Tom Dhaene, Ivo Couckuyt
2022	A*	`conf`	Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty. ICML Jixiang Qing, Tom Dhaene, Ivo Couckuyt
2022	C	`conf`	Surrogate Modelling of Dynamic Phasor Simulations of Electrical Drives. IECON Nasrulloh Ratu Bagus Satrio Loka, Sriram Karthik Gurumurthy, Bernard S. Amevor, Antonello Monti, Tom Dhaene, Ivo Couckuyt
2021	J	`jnl`	Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification. Adv. Data Anal. Classif. Roberto Medico, Joeri Ruyssinck, Dirk Deschrijver, Tom Dhaene
2021	J	`jnl`	Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity. Knowl. Based Syst. Quan Lin, Jiexiang Hu, Qi Zhou, Yuansheng Cheng, Zhen Hu, Ivo Couckuyt, Tom Dhaene
2021	—	`conf`	On The Usage of Gaussian Processes for Visible Light Positioning With Real Radiation Patterns. ISWCS Willem Raes, Tom Dhaene, Nobby Stevens
2020	J	`jnl`	Automated Framework for Time-Domain Piecewise-Linear Fitting Method Based on Digital Wave Processing of S-Parameters. IEEE Trans. Circuits Syst. I Regul. Pap. Piero Belforte, Domenico Spina, Luigi Lombardi, Giulio Antonini, Tom Dhaene
2020	Misc	`conf`	Batch Bayesian Active Learning For Feasible Region Identification by Local Penalization. WSC Jixiang Qing, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene, Kohei Shintani
2020	J	`jnl`	Data-Efficient Gaussian Process Regression for Accurate Visible Light Positioning. IEEE Commun. Lett. Nicolas Knudde, Willem Raes, Jorik De Bruycker, Tom Dhaene, Nobby Stevens
2020	J	`jnl`	Experimental Evaluation of Machine Learning Methods for Robust Received Signal Strength-Based Visible Light Positioning. Sensors Willem Raes, Nicolas Knudde, Jorik De Bruycker, Tom Dhaene, Nobby Stevens
2020	J	`jnl`	Hierarchical Gaussian Process Models for Improved Metamodeling. ACM Trans. Model. Comput. Simul. Nicolas Knudde, Vincent Dutordoir, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2020	J	`jnl`	Indoor human activity recognition using high-dimensional sensors and deep neural networks. Neural Comput. Appl. Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, Tom Dhaene, Wesley De Neve
2020	—	`conf`	Interpretable Epilepsy Detection in Routine, Interictal EEG Data using Deep Learning. ML4H@NeurIPS Thomas Uyttenhove, Aren Maes, Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2020	—	`ch.`	Multi-objective Bayesian Optimization for Engineering Simulation. High-Performance Simulation-Based Optimization Joachim van der Herten, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene
2020	J	`jnl`	Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning. IEEE J. Biomed. Health Informatics Tom Van Steenkiste, Willemijn Groenendaal, Pauline Dreesen, Seulki Lee, Susie Klerkx, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
2019	—	`conf`	A Study of Early Sepsis Detection Models Based on Multivariate Medical Time Series. BNAIC/BENELEARN Aren Maes, Tom Van Steenkiste, Tom Dhaene, Dirk Deschrijver
2019	J	`jnl`	ALBATROS: adaptive line-based sampling trajectories for sequential measurements. Eng. Comput. Tom Van Steenkiste, Joachim van der Herten, Dirk Deschrijver, Tom Dhaene
2019	J	`jnl`	Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks. Artif. Intell. Medicine Tom Van Steenkiste, Joeri Ruyssinck, Leen De Baets, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene
2019	C	`conf`	Active Learning for Feasible Region Discovery. ICMLA Nicolas Knudde, Ivo Couckuyt, Kohei Shintani, Tom Dhaene
2019	J	`jnl`	Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks. IEEE J. Biomed. Health Informatics Tom Van Steenkiste, Willemijn Groenendaal, Dirk Deschrijver, Tom Dhaene
2019	—	`conf`	Continuous Exploitative Measurement Trajectories Using Bayesian Optimisation. BNAIC/BENELEARN Rémi Delanghe, Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2019	—	`conf`	Disentangled Variational Auto-Encoders for Explaining ECG Beat Embeddings. BNAIC/BENELEARN Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2019	J	`jnl`	Generating an Explainable ECG Beat Space With Variational Auto-Encoders. CoRR Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2019	B	`conf`	Interpretable ECG Beat Embedding using Disentangled Variational Auto-Encoders. CBMS Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2019	Misc	`conf`	Learning To Forget: Design of Experiments for Line-Based Bayesian Optimization in Dynamic Environments. WSC Jens Jocqué, Tom Van Steenkiste, Pieter Stroobant, Rémi Delanghe, Dirk Deschrijver, Tom Dhaene
2019	—	`conf`	Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data. ML4H@NeurIPS Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2019	J	`jnl`	Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data. CoRR Tom Van Steenkiste, Dirk Deschrijver, Tom Dhaene
2018	—	`conf`	Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression. EMBC Tom Van Steenkiste, Joeri Ruyssinck, Olivier Janssens, Baptist Vandersmissen, Florian Vandecasteele, Pieter Devolder, Eric Achten, Sofie Van Hoecke, Dirk Deschrijver, Tom Dhaene
2018	J	`jnl`	Indoor Person Identification Using a Low-Power FMCW Radar. IEEE Trans. Geosci. Remote. Sens. Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, André Bourdoux, Wesley De Neve, Tom Dhaene
2018	C	`conf`	Structured Inference Networks Using High-Dimensional Sensors for Surveillance Purposes. EANN Vincent Polfliet, Nicolas Knudde, Baptist Vandersmissen, Ivo Couckuyt, Tom Dhaene
2018	—	`conf`	Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea. EMBC Tom Van Steenkiste, Willemijn Groenendaal, Joeri Ruyssinck, Pauline Dreesen, Susie Klerkx, Christophe Smeets, Ruben de Francisco, Dirk Deschrijver, Tom Dhaene
2018	B	`conf`	VI-Based Appliance Classification Using Aggregated Power Consumption Data. SMARTCOMP Leen De Baets, Tom Dhaene, Dirk Deschrijver, Mario Berges, Chris Develder
2017	J	`jnl`	A Kriging and Stochastic Collocation ensemble for uncertainty quantification in engineering applications. Eng. Comput. Arun Kaintura, Domenico Spina, Ivo Couckuyt, Luc Knockaert, Wim Bogaerts, Tom Dhaene
2017	—	`conf`	Automated classification of appliances using elliptical fourier descriptors. SmartGridComm Leen De Baets, Chris Develder, Tom Dhaene, Dirk Deschrijver
2017	Misc	`conf`	Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces. WSC Vincent Dutordoir, Nicolas Knudde, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2017	—	`conf`	Handling imbalance in an extended PLAID. SustainIT Leen De Baets, Chris Develder, Tom Dhaene, Dirk Deschrijver, Jingkun Gao, Mario Berges
2017	J	`jnl`	Multi-objective Geometry Optimization of a Gas Cyclone Using Triple-Fidelity Co-Kriging Surrogate Models. J. Optim. Theory Appl. Prashant Singh, Ivo Couckuyt, Khairy Elsayed, Dirk Deschrijver, Tom Dhaene
2017	J	`jnl`	Sensitivity Analysis of Expensive Black-Box Systems Using Metamodeling. CoRR Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2017	J	`jnl`	Surrogate modeling based cognitive decision engine for optimization of WLAN performance. Wirel. Networks David Plets, Krishnan Chemmangat, Dirk Deschrijver, Michael T. Mehari, Selvakumar Ulaganathan, Mostafa Pakparvar, Tom Dhaene, Jeroen Hoebeke, Ingrid Moerman, Emmeric Tanghe
2016	J	`jnl`	A comparative study of kriging variants for the optimization of a turbomachinery system. Eng. Comput. Sayed Ahmed Imran Bellary, Abdus Samad, Ivo Couckuyt, Tom Dhaene
2016	B	`conf`	A hybrid sequential sampling based metamodelling approach for high dimensional problems. CEC Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Eric Laermans, Joris Degroote
2016	J	`jnl`	Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty. CoRR Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2016	J	`jnl`	Adaptive classification under computational budget constraints using sequential data gathering. Adv. Eng. Softw. Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2016	J	`jnl`	Building accurate radio environment maps from multi-fidelity spectrum sensing data. Wirel. Networks Selvakumar Ulaganathan, Dirk Deschrijver, Mostafa Pakparvar, Ivo Couckuyt, Wei Liu, David Plets, Wout Joseph, Tom Dhaene, Luc Martens, Ingrid Moerman
2016	J	`jnl`	Design space exploration using Self-Organizing Map based adaptive sampling. Appl. Soft Comput. Keiichi Ito, Ivo Couckuyt, Roberto D'Ippolito, Tom Dhaene
2016	J	`jnl`	Efficient Identification of a Multi-Objective Pareto Front on a Wireless Experimentation Facility. IEEE Trans. Wirel. Commun. Michael Tetemke Mehari, Eli De Poorter, Ivo Couckuyt, Dirk Deschrijver, Günter Vermeeren, David Plets, Wout Joseph, Luc Martens, Tom Dhaene, Ingrid Moerman
2016	J	`jnl`	Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations. CoRR Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2016	—	`conf`	Frequency-dependent parameterized macromodeling of integrated inductors. SMACD Fábio Passos, Elisenda Roca, Rafael Castro-López, Francisco V. Fernández, Y. Ye, Domenico Spina, Tom Dhaene
2016	J	`jnl`	Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes. CoRR Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2016	—	`conf`	Machine Learning Challenges for Single Cell Data. ECML/PKDD (3) Sofie Van Gassen, Tom Dhaene, Yvan Saeys
2016	B	`conf`	Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design. CEC Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2016	J	`jnl`	Netter: re-ranking gene network inference predictions using structural network properties. BMC Bioinform. Joeri Ruyssinck, Piet Demeester, Tom Dhaene, Yvan Saeys
2016	J	`jnl`	Performance study of gradient-enhanced Kriging. Eng. Comput. Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Joris Degroote, Eric Laermans
2016	J	`jnl`	Positive blood culture detection in time series data using a BiLSTM network. CoRR Leen De Baets, Joeri Ruyssinck, Thomas Peiffer, Johan Decruyenaere, Filip De Turck, Femke Ongenae, Tom Dhaene
2016	J	`jnl`	Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit. Comput. Math. Methods Medicine Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft, Femke Ongenae, Ivo Couckuyt, Bram Gadeyne, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck, Tom Dhaene
2016	Misc	`conf`	Sensitivity analysis of expensive black-box systems using metamodeling. WSC Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
2016	J	`jnl`	Variance-based interaction index measuring heteroscedasticity. Comput. Phys. Commun. Keiichi Ito, Ivo Couckuyt, Silvia Poles, Tom Dhaene
2015	J	`jnl`	A Fuzzy Hybrid Sequential Design Strategy for Global Surrogate Modeling of High-Dimensional Computer Experiments. SIAM J. Sci. Comput. Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2015	Misc	`conf`	A Matlab Toolbox for Kriging Metamodelling. ICCS Selvakumar Ulaganathan, Ivo Couckuyt, Dirk Deschrijver, Eric Laermans, Tom Dhaene
2015	Misc	`conf`	Constructing classifiers of expensive simulation-based data by sequential experimental design. WSC Joachim van der Herten, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2015	J	`jnl`	Efficient global optimization of multi-parameter network problems on wireless testbeds. Ad Hoc Networks Michael T. Mehari, Eli De Poorter, Ivo Couckuyt, Dirk Deschrijver, Jono Vanhie-Van Gerwen, Daan Pareit, Tom Dhaene, Ingrid Moerman
2015	J	`jnl`	Matrix-Interpolation-Based Parametric Model Order Reduction for Multiconductor Transmission Lines With Delays. IEEE Trans. Circuits Syst. II Express Briefs Elizabeth Rita Samuel, Luc Knockaert, Tom Dhaene
2015	J	`jnl`	Prediction of delayed graft function after kidney transplantation: comparison between logistic regression and machine learning methods. BMC Medical Informatics Decis. Mak. Alexander Decruyenaere, Philippe Decruyenaere, Patrick Peeters, Frank Vermassen, Tom Dhaene, Ivo Couckuyt
2015	J	`jnl`	Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores. Artif. Intell. Medicine 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
2015	—	`conf`	Throughput optimization of wireless LANs by surrogate model based cognitive decision making. WCNC Workshops Mostafa Pakparvar, Krishnan Chemmangat, Dirk Deschrijver, Michael T. Mehari, David Plets, Tom Dhaene, Jeroen Hoebeke, Ingrid Moerman, Luc Martens, Wout Joseph
2015	—	`conf`	Throughput optimization strategies for large-scale wireless LANs. BMSB Mostafa Pakparvar, David Plets, Jeroen Hoebeke, Dirk Deschrijver, Michael T. Mehari, Tom Dhaene, Ingrid Moerman, Luc Martens, Wout Joseph
2015	—	`conf`	Unsupervised Trajectory Inference Using Graph Mining. CIBB Leen De Baets, Sofie Van Gassen, Tom Dhaene, Yvan Saeys
2014	J	`jnl`	A cognitive QoS management framework for WLANs. EURASIP J. Wirel. Commun. Netw. Mostafa Pakparvar, David Plets, Emmeric Tanghe, Dirk Deschrijver, Wei Liu, Krishnan Chemmangat, Ingrid Moerman, Tom Dhaene, Luc Martens, Wout Joseph
2014	B	`conf`	A constrained multi-objective surrogate-based optimization algorithm. IEEE Congress on Evolutionary Computation Prashant Singh, Ivo Couckuyt, Francesco Ferranti, Tom Dhaene
2014	Misc	`conf`	Classification aided domain reduction for high dimensional optimization. WSC Prashant Singh, Francesco Ferranti, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene
2014	B	`conf`	Complex Aggregates over Clusters of Elements. ILP Celine Vens, Sofie Van Gassen, Tom Dhaene, Yvan Saeys
2014	B	`conf`	Efficient multi-objective optimization of wireless network problems on wireless testbeds. CNSM Michael T. Mehari, Eli De Poorter, Ivo Couckuyt, Dirk Deschrijver, Jono Vanhie-Van Gerwen, Tom Dhaene, Ingrid Moerman
2014	J	`jnl`	Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization. J. Glob. Optim. Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2014	—	`conf`	Fuzzy local linear approximation-based sequential design. CIES Joachim van der Herten, Dirk Deschrijver, Tom Dhaene
2014	J	`jnl`	Model Order Reduction of Time-Delay Systems Using a Laguerre Expansion Technique. IEEE Trans. Circuits Syst. I Regul. Pap. Elizabeth Rita Samuel, Luc Knockaert, Tom Dhaene
2014	Misc	`conf`	On the use of gradients in kriging surrogate models. WSC Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Eric Laermans, Joris Degroote
2014	—	`conf`	Passivity Preserving Multipoint Model Order Reduction using Reflective Exploration. ICINCO (1) Elizabeth Rita Samuel, Luc Knockaert, Tom Dhaene
2014	J	`jnl`	ooDACE toolbox: a flexible object-oriented Kriging implementation. J. Mach. Learn. Res. Ivo Couckuyt, Tom Dhaene, Piet Demeester
2013	Misc	`conf`	A balanced sequential design strategy for global surrogate modeling. WSC Prashant Singh, Dirk Deschrijver, Tom Dhaene
2013	J	`jnl`	A cognitive accountability mechanism for penalizing misbehaving ECN-based TCP stacks. Int. J. Netw. Manag. Steven Latré, Wim Van de Meerssche, Dirk Deschrijver, Dimitri Papadimitriou, Tom Dhaene, Filip De Turck
2013	J	`jnl`	A probabilistic ontology-based platform for self-learning context-aware healthcare applications. Expert Syst. Appl. Femke Ongenae, Maxim Claeys, Thomas Dupont, Wannes Kerckhove, Piet Verhoeve, Tom Dhaene, Filip De Turck
2013	J	`jnl`	Constructing a No-Reference H.264/AVC Bitstream-Based Video Quality Metric Using Genetic Programming-Based Symbolic Regression. IEEE Trans. Circuits Syst. Video Technol. Nicolas Staelens, Dirk Deschrijver, Ekaterina Vladislavleva, Brecht Vermeulen, Tom Dhaene, Piet Demeester
2013	A	`conf`	Extracting analytical nonlinear models from analog circuits by recursive vector fitting of transfer function trajectories. DATE Dimitri de Jonghe, Dirk Deschrijver, Tom Dhaene, Georges G. E. Gielen
2013	J	`jnl`	Identification of quasi-optimal regions in the design space using surrogate modeling. Eng. Comput. Ivo Couckuyt, Jef Aernouts, Dirk Deschrijver, Filip De Turck, Tom Dhaene
2013	—	`conf`	Parametric Macromodeling using Interpolation of Sylvester based State-space Realizations. ICINCO (1) Elizabeth Rita Samuel, Luc Knockaert, Tom Dhaene
2013	—	`conf`	The SUMO toolbox: A tool for automatic regression modeling and active learning. AFRICON Ivo Couckuyt, Dirk Gorissen, Karel Crombecq, Dirk Deschrijver, Tom Dhaene
2013	J	`jnl`	Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks. Eng. Appl. Artif. Intell. Femke Ongenae, Stijn Van Looy, David Verstraeten, Thierry Verplancke, Dominique Benoit, Filip De Turck, Tom Dhaene, Benjamin Schrauwen, Johan Decruyenaere
2012	J	`jnl`	Blind Kriging: Implementation and performance analysis. Adv. Eng. Softw. Ivo Couckuyt, A. Forrester, Dirk Gorissen, Filip De Turck, Tom Dhaene
2012	J	`jnl`	No-Reference Bitstream-Based Visual Quality Impairment Detection for High Definition H.264/AVC Encoded Video Sequences. IEEE Trans. Broadcast. Nicolas Staelens, Glenn Van Wallendael, Karel Crombecq, Nick Vercammen, Jan De Cock, Brecht Vermeulen, Rik Van de Walle, Tom Dhaene, Piet Demeester
2012	—	`conf`	Robust Passivity Preserving Parametric Model Order Reduction Using Matrix Interpolation. ROCOND Elizabeth Rita Samuel, Francesco Ferranti, Luc Knockaert, Tom Dhaene
2012	B	`conf`	Towards Efficient Multiobjective Optimization: Multiobjective statistical criterions. IEEE Congress on Evolutionary Computation Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
2012	J	`jnl`	Two-level refined direct optimization scheme using intermediate surrogate models for electromagnetic optimization of a switched reluctance motor. Eng. Comput. Guillaume Crevecoeur, Ahmed Abou-Elyazied Abdallh, Ivo Couckuyt, Luc Dupré, Tom Dhaene
2011	J	`jnl`	A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments. SIAM J. Sci. Comput. Karel Crombecq, Dirk Gorissen, Dirk Deschrijver, Tom Dhaene
2011	Misc	`conf`	An alternative approach to avoid overfitting for surrogate models. WSC Huu Minh Nguyen, Ivo Couckuyt, Luc Knockaert, Tom Dhaene, Dirk Gorissen, Yvan Saeys
2011	J	`jnl`	An autonomous service-platform to support distributed ontology-based context-aware agents. Expert Syst. J. Knowl. Eng. Stijn Verstichel, Femke Ongenae, Bruno Volckaert, Filip De Turck, Bart Dhoedt, Tom Dhaene, Piet Demeester
2011	Misc	`conf`	Automatic surrogate model type selection during the optimization of expensive black-box problems. WSC Ivo Couckuyt, Filip De Turck, Tom Dhaene, Dirk Gorissen
2011	J	`jnl`	Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling. Eur. J. Oper. Res. Karel Crombecq, Eric Laermans, Tom Dhaene
2011	J	`jnl`	Model order reduction with preservation of passivity, non-expansivity and Markov moments. Syst. Control. Lett. Luc Knockaert, Tom Dhaene, Francesco Ferranti, Daniel De Zutter
2010	J	`jnl`	A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design. J. Mach. Learn. Res. Dirk Gorissen, Ivo Couckuyt, Piet Demeester, Tom Dhaene, Karel Crombecq
2010	B	`conf`	Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: A sepsis case study. CBMS Femke Ongenae, Tom Dhaene, Filip De Turck, Dominique Benoit, Johan Decruyenaere
2010	—	`conf`	Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods. SEAL Karel Crombecq, Tom Dhaene
2010	B	`conf`	Link State Protocol Data Mining for Shared Risk Link Group Detection. ICCCN Goutam Das, Dimitri Papadimitriou, Wouter Tavernier, Didier Colle, Tom Dhaene, Mario Pickavet, Piet Demeester
2010	J	`jnl`	Multiobjective global surrogate modeling, dealing with the 5-percent problem. Eng. Comput. Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene
2010	A	`conf`	On the construction of guaranteed passive macromodels for high-speed channels. DATE Alessandro Chinea, Stefano Grivet-Talocia, Dirk Deschrijver, Tom Dhaene, Luc Knockaert
2009	Misc	`conf`	A Novel Sequential Design Strategy for Global Surrogate Modeling. WSC Karel Crombecq, Dirk Gorissen, Luciano De Tommasi, Tom Dhaene
2009	—	`ch.`	Automatic Approximation of Expensive Functions with Active Learning. Foundations of Computational Intelligence (1) Dirk Gorissen, Karel Crombecq, Ivo Couckuyt, Tom Dhaene
2009	J	`jnl`	Evolutionary Model Type Selection for Global Surrogate Modeling. J. Mach. Learn. Res. Dirk Gorissen, Tom Dhaene, Filip De Turck
2009	—	`conf`	Evolutionary Regression Modeling with Active Learning: An Application to Rainfall Runoff Modeling. ICANNGA Ivo Couckuyt, Dirk Gorissen, Hamed Rouhani, Eric Laermans, Tom Dhaene
2009	J	`jnl`	Magnitude Vector Fitting to interval data. Math. Comput. Simul. Wouter Hendrickx, Dirk Deschrijver, Luc Knockaert, Tom Dhaene
2009	C	`conf`	Pareto-Based Multi-output Metamodeling with Active Learning. EANN Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dhaene
2009	Misc	`conf`	Pareto-Based Multi-output Model Type Selection. HAIS Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom Dhaene
2009	J	`jnl`	Sequential modeling of a low noise amplifier with neural networks and active learning. Neural Comput. Appl. Dirk Gorissen, Luciano De Tommasi, Karel Crombecq, Tom Dhaene
2008	Misc	`conf`	A comparison of sequential design methods for RF circuit block modeling. WSC Karel Crombecq, Luciano De Tommasi, Dirk Gorissen, Tom Dhaene
2008	J	`jnl`	Adaptive Interpolation Based on PÓlya Frequency Functions. IEEE Trans. Signal Process. Luc Knockaert, Daniel De Zutter, Tom Dhaene
2008	B	`conf`	Automatic model type selection with heterogeneous evolution: An application to RF circuit block modeling. IEEE Congress on Evolutionary Computation Dirk Gorissen, Luciano De Tommasi, Jeroen Croon, Tom Dhaene
2008	J	`jnl`	Design of a semantic person-oriented nurse call management system. Int. J. Web Grid Serv. Femke Ongenae, Matthias Strobbe, Jan Hollez, Gregory De Jans, Filip De Turck, Tom Dhaene, Piet Demeester, Piet Verhoeve
2008	J	`jnl`	Estimation and Validation of Semiparametric Dynamic Nonlinear Models. IEEE Trans. Instrum. Meas. Yves Rolain, Wendy Van Moer, Johan Schoukens, Tom Dhaene
2008	B	`conf`	OTAGen: A Tunable Ontology Generator for Benchmarking Ontology-Based Agent Collaboration. COMPSAC Femke Ongenae, Stijn Verstichel, Filip De Turck, Tom Dhaene, Bart Dhoedt, Piet Demeester
2008	Misc	`conf`	Ontology Based and Context-Aware Hospital Nurse Call Optimization. CISIS Femke Ongenae, Matthias Strobbe, Jan Hollez, Gregory De Jans, Filip De Turck, Tom Dhaene, Piet Demeester, Piet Verhoeve
2007	B	`conf`	Adaptive Global Metamodeling with Neural Networks. ESANN Dirk Gorissen, Wouter Hendrickx, Tom Dhaene
2007	J	`jnl`	Optimizing data structures at the modeling level in embedded multimedia. J. Syst. Archit. Marijn Temmerman, Edgar G. Daylight, Francky Catthoor, Serge Demeyer, Tom Dhaene
2006	—	`conf`	Adaptive Distributed Metamodeling. VECPAR Dirk Gorissen, Karel Crombecq, Wouter Hendrickx, Tom Dhaene
2006	Misc	`conf`	Grid enabled sequential design and adaptive metamodeling. WSC Wouter Hendrickx, Dirk Gorissen, Tom Dhaene
2006	B	`conf`	Integrating Gridcomputing and Metamodeling. CCGRID Dirk Gorissen, Wouter Hendrickx, Karel Crombecq, Tom Dhaene
2006	J	`jnl`	Orthonormal bandlimited Kautz sequences for global system modeling from piecewise rational models. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Luc Knockaert, Tom Dhaene
2005	—	`conf`	Applicability of Generic Naming Services and Fault-Tolerant Metacomputing with FT-MPI. PVM/MPI David Dewolfs, Dawid Kurzyniec, Vaidy S. Sunderam, Jan Broeckhove, Tom Dhaene, Graham E. Fagg
2005	—	`conf`	Moving Up to the Modeling Level for the Transformation of Data Structures in Embedded Multimedia Applications. SAMOS Marijn Temmerman, Edgar G. Daylight, Francky Catthoor, Serge Demeyer, Tom Dhaene
2005	J	`jnl`	Self-organizing multivariate constrained meta-modeling technique for passive microwave and RF components. Future Gener. Comput. Syst. Tom Dhaene, Jan De Geest
2005	Misc	`conf`	Sequential design and rational metamodelling. WSC Wouter Hendrickx, Tom Dhaene
2004	—	`conf`	A comparison between the java and c++ implementation of RMPP. IASTED Conf. on Software Engineering Wouter Hendrickx, Gunther Stuer, Jan Broeckhove, Tom Dhaene, David Dewolfs
2004	—	`conf`	A performance analysis framework for reso urce scavenging systems. Parallel and Distributed Computing and Networks David Dewolfs, Gunther Stuer, Frederic Hancke, Peter Hellinckx, Jan Broeckhove, Frans Arickx, Tom Dhaene
2004	Misc	`conf`	Adaptive Model Based Parameter Estimation, Based on Sparse Data and Frequency Derivatives. International Conference on Computational Science Dirk Deschrijver, Tom Dhaene, Jan Broeckhove
2004	—	`conf`	Modelling Overhead of Tuple Spaces with Design of Experiments. VECPAR Frederic Hancke, Tom Dhaene, Jan Broeckhove
2004	B	`conf`	Performance Characterisation and Verification of JavaSpaces Based on Design of Experiments. MASCOTS Frederic Hancke, Tom Dhaene, Jan Broeckhove
2003	Misc	`conf`	Self-Organizing Compact Modeling Methodology for High-Speed Passive Electrical Interconnection Structures. International Conference on Computational Science Tom Dhaene
2002	—	`conf`	Automated Fitting and Rational Modeling Algorithm for EM-Based S-Parameter Data. PARA Tom Dhaene
1993	—	`—`	Circuitmodellering, transientsimulatie en tijdsdomein-karakterisatie van hoge-snelheids interconnectiestructuren Tom Dhaene
1992	J	`jnl`	Selection of lumped element models for coupled lossy transmission lines. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Tom Dhaene, Daniel De Zutter