Ivo Couckuyt

91 papers A* 1A 1B 5C 4Misc 10Journal 54Unranked 14
YearRankTypeTitle / 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
Maximizing Reliability with Bayesian Optimization.
CoRR
Jack M. Buckingham, Ivo Couckuyt, Juergen Branke
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 — conf
Bayesian Optimization.
GECCO Companion
Juergen Branke, Sebastian Rojas-Gonzalez, Ivo Couckuyt
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 — conf
Targeting Evaluation, Computation and Interaction Costs in Expensive Black-Box Multi-Objective Optimization.
GECCO Companion
Arash Heidari, Sebastian Rojas-Gonzalez, Ivo Couckuyt
2025 J jnl
Towards Trustworthy Surrogate Models for Augmenting Certification: Fuel Tank Flammability Reduction System.
J. Aerosp. Inf. Syst.
Arash Heidari, Lorin Werthen-Brabants, Sebastian Rojas-Gonzalez, Ivo Couckuyt, Can Onur, Pieter van Gils, Ivana Jojic
2024 J jnl
Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems.
CoRR
Jack M. Buckingham, Ivo Couckuyt, Juergen Branke
2024 — conf
Bayesian Optimization.
GECCO Companion
Juergen Branke, Sebastian Rojas-Gonzalez, Ivo Couckuyt
2024 J jnl
Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application.
Eng. Comput.
Alejandro Morales Hernández, Sebastian Rojas-Gonzalez, Inneke Van Nieuwenhuyse, Ivo Couckuyt, Jeroen Jordens, Maarten Witters, Bart Van Doninck
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 — 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 J jnl
Introducing DAIMYO: a first-time-right dynamic design architecture and its application to tail-sitter UAS development.
CoRR
Jolan Wauters, Tom Lefebvre, Joris Degroote, Ivo Couckuyt, Guillaume Crevecoeur
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 J jnl
Wind Turbine Hybrid Physics-Based Deep Learning Model for a Health Monitoring Approach Considering Provision of Ancillary Services.
IEEE Trans. Instrum. Meas.
Nezmin Kayedpour, Jixiang Qing, Jolan Wauters, Jeroen D. M. De Kooning, Ivo Couckuyt, Guillaume Crevecoeur
2023 J jnl
A robust multi-objective Bayesian optimization framework considering input uncertainty.
J. Glob. Optim.
Jixiang Qing, Ivo Couckuyt, Tom Dhaene
2023 — conf
Bayesian Optimization.
GECCO Companion
Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jürgen Branke, Bernd Bischl
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
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 J jnl
Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow.
CoRR
Victor Picheny, Joel Berkeley, Henry B. Moss, Hrvoje Stojic, Uri Granta, Sebastian W. Ober, Artem Artemev, Khurram Ghani, Alexander Goodall, Andrei Paleyes, Sattar Vakili, Sergio Pascual-Diaz, Stratis Markou, Jixiang Qing, Nasrulloh R. B. S. Loka, Ivo Couckuyt
2022 J jnl
A Robust Multi-Objective Bayesian Optimization Framework Considering Input Uncertainty.
CoRR
Jixiang Qing, Ivo Couckuyt, Tom Dhaene
2022 J jnl
Automated Software Defect Detection and Identification in Vehicular Embedded Systems.
IEEE Trans. Intell. Transp. Syst.
Kyle Foss, Ivo Couckuyt, Adrian Baruta, Corentin Mossoux
2022 — conf
Bayesian optimization: tutorial.
GECCO Companion
Ivo Couckuyt, Sebastian Rojas-Gonzalez, Jürgen Branke
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
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems.
CoRR
Utku Ozbulak, Baptist Vandersmissen, Azarakhsh Jalalvand, Ivo Couckuyt, Arnout Van Messem, Wesley De Neve
2021 J jnl
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems.
Comput. Vis. Image Underst.
Utku Ozbulak, Baptist Vandersmissen, Azarakhsh Jalalvand, Ivo Couckuyt, Arnout Van Messem, Wesley De Neve
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
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
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 — ch.
Multi-objective Bayesian Optimization for Engineering Simulation.
High-Performance Simulation-Based Optimization
Joachim van der Herten, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene
2019 C conf
Active Learning for Feasible Region Discovery.
ICMLA
Nicolas Knudde, Ivo Couckuyt, Kohei Shintani, 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
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 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 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
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 J jnl
Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes.
CoRR
Joachim van der Herten, Ivo Couckuyt, Tom Dhaene
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
Performance study of gradient-enhanced Kriging.
Eng. Comput.
Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Joris Degroote, Eric Laermans
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
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
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
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 Misc conf
On the use of gradients in kriging surrogate models.
WSC
Selvakumar Ulaganathan, Ivo Couckuyt, Tom Dhaene, Eric Laermans, Joris Degroote
2014 J jnl
ooDACE toolbox: a flexible object-oriented Kriging implementation.
J. Mach. Learn. Res.
Ivo Couckuyt, Tom Dhaene, Piet Demeester
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
The SUMO toolbox: A tool for automatic regression modeling and active learning.
AFRICON
Ivo Couckuyt, Dirk Gorissen, Karel Crombecq, Dirk Deschrijver, Tom Dhaene
2012 J jnl
Blind Kriging: Implementation and performance analysis.
Adv. Eng. Softw.
Ivo Couckuyt, A. Forrester, Dirk Gorissen, Filip De Turck, 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 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 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
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 J jnl
Multiobjective global surrogate modeling, dealing with the 5-percent problem.
Eng. Comput.
Dirk Gorissen, Ivo Couckuyt, Eric Laermans, 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 — 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 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