Tom Dhaene

发表

Machine Learning Challenges for Single Cell Data

Yvan Saeys, Sofie Van Gassen, Tom Dhaene, 2016, ECML/PKDD.

A Matlab Toolbox for Kriging Metamodelling

Tom Dhaene, Selvakumar Ulaganathan, Ivo Couckuyt, 2015, ICCS.

Symbolic macromodeling of parameterized S-parameter frequency responses

Tom Dhaene, Dirk Deschrijver, D. Deschrijver, 2010, 19th Topical Meeting on Electrical Performance of Electronic Packaging and Systems.

Cost-efficient electromagnetic-simulation-driven antenna design using co-Kriging

Tom Dhaene, Ivo Couckuyt, Slawomir Koziel, 2012 .

Constrained multi‐objective antenna design optimization using surrogates

Hendrik Rogier, Tom Dhaene, Ivo Couckuyt, 2017 .

Automated file-based quality control: a machine learning approach

Piet Demeester, Tom Dhaene, Dirk Deschrijver, 2011 .

Cepstrum analysis applied on event detection in NILM

Tom Dhaene, Dirk Deschrijver, Leen De Baets, 2016 .

Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea

Tom Dhaene, Dirk Deschrijver, Joeri Ruyssinck, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Fast passivity enforcement technique for common-pole S-parameter multiport systems

Tom Dhaene, Dirk Deschrijver, 2009, 2009 IEEE Workshop on Signal Propagation on Interconnects.

Optimized sequential sampling algorithm for EMI near-field scanning

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2013, 2013 International Symposium on Electromagnetic Compatibility.

Efficient MoM techniques for complex digital high-speed and RF-circuits and for parametrized model building

Daniël De Zutter, Tom Dhaene, J. Sercu, 2002, Intelligent Memory Systems.

ooDACE toolbox: a flexible object-oriented Kriging implementation

Piet Demeester, Tom Dhaene, Ivo Couckuyt, 2014, J. Mach. Learn. Res..

Machine Learning-Based Hybrid Random-Fuzzy Modeling Framework For Antenna Design

Hendrik Rogier, Tom Dhaene, Ivo Couckuyt, 2020, 2020 14th European Conference on Antennas and Propagation (EuCAP).

Complex Aggregates over Clusters of Elements

Yvan Saeys, Sofie Van Gassen, Tom Dhaene, 2014, ILP.

Scalable macromodelling of microwave system responses using sequential sampling with path-simplexes

Tom Dhaene, Krishnan Chemmangat, Luc Knockaert, 2013 .

Modeling of interconnect structure

Tom Dhaene, Geest Jan De, T. Dhaene, 1999 .

Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty pdf

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2016, ICML 2016.

Efficient multi-objective optimization of wireless network problems on wireless testbeds

Ingrid Moerman, Tom Dhaene, Ivo Couckuyt, 2014, 10th International Conference on Network and Service Management (CNSM) and Workshop.

Parameterized surrogate models of broadband passive electronic components

Tom Dhaene, Dirk Deschrijver, D. Deschrijver, 2012 .

A Study of Early Sepsis Detection Models Based on Multivariate Medical Time Series

Tom Dhaene, Dirk Deschrijver, Tom Van Steenkiste, 2019, BNAIC/BENELEARN.

Disentangled Variational Auto-Encoders for Explaining ECG Beat Embeddings

Tom Dhaene, Dirk Deschrijver, Tom Van Steenkiste, 2019, BNAIC/BENELEARN.

Adaptive modeling and sampling methodologies for Internet of Things applications

Piet Demeester, Tom Dhaene, Ivo Couckuyt, 2016, 2016 18th Mediterranean Electrotechnical Conference (MELECON).

Fast design optimization of UWB antenna with WLAN band-notch

Tom Dhaene, Selvakumar Ulaganathan, Slawomir Koziel, 2015, 2015 Loughborough Antennas & Propagation Conference (LAPC).

MFITS : Bayesian active learning with support for continuous fidelity parameters and variable cost

Tom Dhaene, Ivo Couckuyt, Nicolas Knudde, 2019, International Conference on Machine Learning.

Optimization in surrogate model building for RF circuit blocks

Dirk Gorissen, Tom Dhaene, L. De Tommasi, 2008 .

Portable Detection of Apnea and Hypopnea Events Using Bio-Impedance of the Chest and Deep Learning

Tom Dhaene, Dirk Deschrijver, Seulki Lee, 2020, IEEE Journal of Biomedical and Health Informatics.

Efficient power-bus modeling based on an adaptive frequency sampling technique

Tom Dhaene, Dirk Deschrijver, Giulio Antonini, 2009 .

Automatic surrogate model building for computer based design

Piet Demeester, Dirk Gorissen, Tom Dhaene, 2008 .

Modelling overhead in Javaspaces

Tom Dhaene, Jan Broeckhove, Frans Arickx, 2003 .

Sequential measurement method to construct RF-EMF exposure maps

Tom Dhaene, Dirk Deschrijver, Luc Martens, 2013 .

Surrogate modeling of microwave structures using kriging, co‐kriging, and space mapping

Tom Dhaene, Ivo Couckuyt, Slawomir Koziel, 2013 .

Vector Fitting and State Equation Transformations to Extract Spice Models

Tom Dhaene, Petrie Meyer, Marlize Schoeman, 2006 .

Multiobjective global surrogate modeling, dealing with the 5-percent problem

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2010, Engineering with Computers.

Comprehensive feature selection for appliance classification in NILM

Chris Develder, Tom Dhaene, Dirk Deschrijver, 2017 .

Efficient Identification of a Multi-Objective Pareto Front on a Wireless Experimentation Facility

Ingrid Moerman, Tom Dhaene, Ivo Couckuyt, 2016, IEEE Transactions on Wireless Communications.

ALBATROS: adaptive line-based sampling trajectories for sequential measurements

Tom Dhaene, Dirk Deschrijver, Tom Van Steenkiste, 2019, Engineering with Computers.

OTAGen: A Tunable Ontology Generator for Benchmarking Ontology-Based Agent Collaboration

Filip De Turck, Piet Demeester, Tom Dhaene, 2008, 2008 32nd Annual IEEE International Computer Software and Applications Conference.

FloReMi: Flow density survival regression using minimal feature redundancy

Yvan Saeys, Tom Dhaene, Celine Vens, 2016, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

Indoor human activity recognition using high-dimensional sensors and deep neural networks

Tom Dhaene, Ivo Couckuyt, Baptist Vandersmissen, 2019, Neural Computing and Applications.

Parameterized models for crosstalk analysis in high-speed interconnects

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2009, 2009 IEEE International Symposium on Electromagnetic Compatibility.

Data-driven model based design and analysis of antenna structures

Tom Dhaene, Selvakumar Ulaganathan, Ivo Couckuyt, 2016 .

Analysis and modeling of coupled dispersive interconnection lines

Daniël De Zutter, Tom Dhaene, S. Criel, 1992 .

A Novel Hybrid Active Learning Strategy for Nonlinear Regression

Tom Dhaene, Ivo Couckuyt, Eric Laermans, 2009 .

Data-Efficient Sensitivity Analysis with Surrogate Modeling

Tom Dhaene, Ivo Couckuyt, Tom Van Steenkiste, 2018, Uncertainty Modeling for Engineering Applications.

Accurate transient simulation algorithm for high-speed interconnections

Daniël De Zutter, Tom Dhaene, Luc Martens, 1994 .

Time-Domain Characterization of Photonic Integrated Filters Subject to Fabrication Variations

Tom Dhaene, Wim Bogaerts, Domenico Spina, 2019, Journal of Lightwave Technology.

Time-domain compact macromodeling of linear photonic circuits via complex vector fitting

Tom Dhaene, Dirk Deschrijver, Wim Bogaerts, 2019, Photonics Research.

Fuzzy local linear approximation-based sequential design

Tom Dhaene, Dirk Deschrijver, Joachim van der Herten, 2014, 2014 IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES).

Multidimensional model-based parameter estimation method for compact modeling of high-speed interconnects

Tom Dhaene, T. Dhaene, 2003 .

On the use of multivariate regression for performance characterisation of JavaSpaces

Tom Dhaene, Jan Broeckhove, F. Hancke, 2004 .

Review of Polynomial Chaos-Based Methods for Uncertainty Quantification in Modern Integrated Circuits

Tom Dhaene, Domenico Spina, Arun Kaintura, 2018 .

A power-scalable linearized model for RF power amplifiers starting from S-parameter measurements

Yves Rolain, Gerd Vandersteen, Tom Dhaene, 2009, 2009 IEEE MTT-S International Microwave Symposium Digest.

Experimental Evaluation of Machine Learning Methods for Robust Received Signal Strength-Based Visible Light Positioning

Tom Dhaene, Nobby Stevens, Nicolas Knudde, 2020, Sensors.

Parametric Macromodeling using Interpolation of Sylvester based State-space Realizations

Tom Dhaene, Elizabeth Rita Samuel, Luc Knockaert, 2013, ICINCO.

Accurate macromodeling algorithm for time domain identification of transient port responses

Tom Dhaene, Dirk Deschrijver, D. Deschrijver, 2012 .

Handling imbalance in an extended PLAID

Chris Develder, Tom Dhaene, Dirk Deschrijver, 2017, 2017 Sustainable Internet and ICT for Sustainability (SustainIT).

An alternative approach to avoid overfitting for surrogate models

Yvan Saeys, Dirk Gorissen, Tom Dhaene, 2011, Proceedings of the 2011 Winter Simulation Conference (WSC).

Self-Organizing Compact Modeling Methodology for High-Speed Passive Electrical Interconnection Structures

Tom Dhaene, 2003, International Conference on Computational Science.

Gradient‐based optimization using parametric sensitivity macromodels

Tom Dhaene, Francesco Ferranti, Krishnan Chemmangat, 2012 .

Model order reduction with preservation of passivity, non-expansivity and Markov moments

Tom Dhaene, Francesco Ferranti, Luc Knockaert, 2011, Syst. Control. Lett..

Sequential design and rational metamodelling

Tom Dhaene, Wouter Hendrickx, 2005, Proceedings of the Winter Simulation Conference, 2005..

Surrogate-based modeling of electrical systems

Tom Dhaene, Ivo Couckuyt, I. Couckuyt, 2010 .

Sensitivity of night cooling performance to room/system design: Surrogate models based on CFD

Tom Dhaene, Ivo Couckuyt, Arnold Janssens, 2012 .

On the Bayesian optimization and robustness of event detection methods in NILM

Tom Dhaene, Dirk Deschrijver, Leen De Baets, 2017 .

Multi-objective design of antenna structures using variable-fidelity EM simulations and co-kriging

Tom Dhaene, Ivo Couckuyt, Slawomir Koziel, 2014, The 8th European Conference on Antennas and Propagation (EuCAP 2014).

Building accurate radio environment maps from multi-fidelity spectrum sensing data

Ingrid Moerman, Tom Dhaene, Selvakumar Ulaganathan, 2016, Wirel. Networks.

Machine-Learning-Based Hybrid Random-Fuzzy Uncertainty Quantification for EMC and SI Assessment

Tom Dhaene, Domenico Spina, Flavia Grassi, 2020, IEEE Transactions on Electromagnetic Compatibility.

A novel sequential design strategy for global surrogate modeling

Dirk Gorissen, Tom Dhaene, Karel Crombecq, 2009, Proceedings of the 2009 Winter Simulation Conference (WSC).

Harmonic Balance Surrogate-Based Immunity Modeling of a Nonlinear Analog Circuit

Hendrik Rogier, Tom Dhaene, Ivo Couckuyt, 2013, IEEE Transactions on Electromagnetic Compatibility.

A Comprehensive and Modular Stochastic Modeling Framework for the Variability-Aware Assessment of Signal Integrity in High-Speed Links

Tom Dhaene, Dries Vande Ginste, Paolo Manfredi, 2018, IEEE Transactions on Electromagnetic Compatibility.

A novel generative stochastic model for high-speed interconnection links

Daniël De Zutter, Tom Dhaene, Dries Vande Ginste, 2017 .

Baseband Macromodeling of Linear Photonic Circuits for Time-Domain Simulations

Tom Dhaene, Wim Bogaerts, Domenico Spina, 2019, Journal of Lightwave Technology.

Estimation and Validation of Semiparametric Dynamic Nonlinear Models

Yves Rolain, Wendy Van Moer, Tom Dhaene, 2008, IEEE Transactions on Instrumentation and Measurement.

Prediction of delayed graft function after kidney transplantation: comparison between logistic regression and machine learning methods

Tom Dhaene, Ivo Couckuyt, Patrick Peeters, 2015, BMC Medical Informatics and Decision Making.

New approaches to increase the efficiency of the electromagnetic modeling of planar RF and microwave circuits

Daniël De Zutter, Tom Dhaene, J. Sercu, 2001 .

Scalable compact models for efficient design in EMC and SI applications

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2012 .

Hypervolume-based Multi-objective Bayesian Optimization with Student-t Processes pdf

Tom Dhaene, Ivo Couckuyt, Joachim van der Herten, 2016, NIPS 2016.

A cognitive accountability mechanism for penalizing misbehaving ECN‐based TCP stacks

Filip De Turck, Dimitri Papadimitriou, Tom Dhaene, 2012, Int. J. Netw. Manag..

Accurate Hotspot Localization by Sampling the Near-Field Pattern of Electronic Devices

Tom Dhaene, Dirk Deschrijver, Davy Pissoort, 2013, IEEE Transactions on Electromagnetic Compatibility.

Scalable macromodelling methodology for the efficient design of microwave filters

Yves Rolain, Tom Dhaene, Francesco Ferranti, 2016 .

Event detection in NILM using Cepstrum smoothing

Tom Dhaene, Dirk Deschrijver, Leen De Baets, 2016 .

A structure and design of novel compact UWB slot antenna

Tom Dhaene, Slawomir Koziel, Adrian Bekasiewicz, 2016, 2016 10th European Conference on Antennas and Propagation (EuCAP).

Constructing a No-Reference H.264/AVC Bitstream-Based Video Quality Metric Using Genetic Programming-Based Symbolic Regression

Piet Demeester, Tom Dhaene, Dirk Deschrijver, 2013, IEEE Transactions on Circuits and Systems for Video Technology.

Self-organizing multivariate constrained meta-modeling technique for passive microwave and RF components

Tom Dhaene, Jan De Geest, T. Dhaene, 2005, Future Gener. Comput. Syst..

Transient simulation of arbitrary nonuniform interconnection structures characterized by scattering parameters

Daniël De Zutter, Tom Dhaene, Luc Martens, 1992 .

Stable feature selection techniques for microarray data

Yvan Saeys, Sofie Van Gassen, Tom Dhaene, 2013 .

Probabilistic Priority Assessment of Nurse Calls

Tom Dhaene, Femke Ongenae, Piet Verhoeve, 2014, Medical decision making : an international journal of the Society for Medical Decision Making.

Evolutionary Regression Modeling with Active Learning: An Application to Rainfall Runoff Modeling

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2009, International Conference on Adaptive and Natural Computing Algorithms.

Passivity–preserving interpolation‐based parameterized model order reduction of PEEC models based on scattered grids

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2011 .

Verfahren und Vorrichtung zur Handhabung von Anrufen in einem Pflegerufsystem

Tom Dhaene, Femke Ongenae, Piet Verhoeve, 2011 .

Automatic surrogate model type selection during the optimization of expensive black-box problems

Filip De Turck, Dirk Gorissen, Tom Dhaene, 2011, Proceedings of the 2011 Winter Simulation Conference (WSC).

A Machine Learning-Based Epistemic Modeling Framework for EMC and SI Assessment

Hendrik Rogier, Tom Dhaene, Duygu Kan, 2020, 2020 IEEE 24th Workshop on Signal and Power Integrity (SPI).

Fast passivity enforcement of S-parameter based macromodels

Tom Dhaene, Dirk Deschrijver, Annie Cuyt, 2010 .

Constructing classifiers of expensive simulation-based data by sequential experimental design

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2015, 2015 Winter Simulation Conference (WSC).

On the construction of guaranteed passive macromodels for high-speed channels

Tom Dhaene, Dirk Deschrijver, Stefano Grivet-Talocia, 2010, 2010 Design, Automation & Test in Europe Conference & Exhibition (DATE 2010).

Optimization strategies for planar microwave circuits

Daniël De Zutter, Tom Dhaene, J. De Geest, 2003, IMS 2003.

Design of a semantic person-oriented nurse call management system

Filip De Turck, Piet Demeester, Tom Dhaene, 2008, Int. J. Web Grid Serv..

Measurement-based wireless network planning, monitoring, and reconfiguration solution for robust radio communications in indoor factories

Tom Dhaene, Dirk Deschrijver, Wout Joseph, 2016 .

Interpretable ECG Beat Embedding using Disentangled Variational Auto-Encoders

Tom Dhaene, Dirk Deschrijver, Tom Van Steenkiste, 2019, 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS).

A comparison between the java and c++ implementation of RMPP

Tom Dhaene, Jan Broeckhove, Gunther Stuer, 2004, IASTED Conf. on Software Engineering.

Appliance classification using VI trajectories and convolutional neural networks

Chris Develder, Tom Dhaene, Dirk Deschrijver, 2018 .

Data-driven reduced order macromodeling

Tom Dhaene, 2008 .

Active Learning for Feasible Region Discovery

Tom Dhaene, Ivo Couckuyt, Kohei Shintani, 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).

Macromodeling based variability analysis of an inverted embedded microstrip line

Tom Dhaene, Dirk Deschrijver, Flavio Canavero, 2011, 2011 IEEE 20th Conference on Electrical Performance of Electronic Packaging and Systems.

Adaptive Global Metamodeling with Neural Networks

Dirk Gorissen, Tom Dhaene, Wouter Hendrickx, 2007, ESANN.

Grid enabled surrogate modeling

Piet Demeester, Dirk Gorissen, Tom Dhaene, 2009 .

Efficient data integration in the railway domain through an ontology-based methodology

Filip De Turck, Tom Dhaene, Bart Dhoedt, 2011 .

Parameterized models for efficient design in EMC and SI applications

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2012 .

Adaptive Distributed Metamodeling

Dirk Gorissen, Tom Dhaene, Karel Crombecq, 2006, VECPAR.

Analyzing and optimizing expensive computer simulations: the surrogate model approach

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2008 .

Data-Efficient Bayesian Optimization with Constraints for Power Amplifier Design

Tom Dhaene, Ivo Couckuyt, Dominique Schreurs, 2018, 2018 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO).

A novel methodology to create generative statistical models of interconnects

Tom Dhaene, Dries Vande Ginste, Paolo Manfredi, 2016, 2016 IEEE Electrical Design of Advanced Packaging and Systems (EDAPS).

Reduce computational time: surrogate modeling and surrogate-based optimisation

Tom Dhaene, Selvakumar Ulaganathan, 2012 .

Passivity Enforcement of Transfer Functions

Tom Dhaene, Rik Pintelon, R. Pintelon, 2008, IEEE Transactions on Instrumentation and Measurement.

Parameterized Circuit Modeling of Planar Transmission Line Structures on Arbitrary Substrates

Tom Dhaene, Daniel De Zutter, Jan De Geest, 2002, 2002 32nd European Microwave Conference.

Orthonormal bandlimited Kautz sequences for global system modeling from piecewise rational models

Tom Dhaene, Luc Knockaert, T. Dhaene, 2006, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Iterative rational least-squares method for efficient transfer function synthesis

Tom Dhaene, Dirk Deschrijver, 2006 .

Surrogate Modelling with Sequential Design for Expensive Simulation Applications

Tom Dhaene, Ivo Couckuyt, Tom Van Steenkiste, 2017 .

Identification of continuous-time LTI systems in the frequency domain

Tom Dhaene, Dirk Deschrijver, 2006 .

Stochastic collocation for device-level variability analysis in integrated photonics

Tom Dhaene, Wim Bogaerts, Domenico Spina, 2016 .

Optimized statistical test for event detection in non-intrusive load monitoring

Chris Develder, Tom Dhaene, Dirk Deschrijver, 2017, 2017 IEEE International Conference on Environment and Electrical Engineering and 2017 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe).

Positive blood culture detection in time series data using a BiLSTM network pdf

Filip De Turck, Tom Dhaene, Femke Ongenae, 2016, NIPS 2016.

Polynomial Chaos-Based Macromodeling of General Linear Multiport Systems for Time-Domain Analysis

Tom Dhaene, Giulio Antonini, Domenico Spina, 2017, IEEE Transactions on Microwave Theory and Techniques.

Automated circuit modeling tool for arbitrary passive microwave and RF components

Daniël De Zutter, Tom Dhaene, J. De Geest, 2002 .

Automatic scalable macromodel construction for microwave system responses using sequential sampling

Tom Dhaene, Luc Knockaert, Krishnan Chemmangat Manakkal Cheriya, 2013 .

Space-filling sequential design strategies for adaptive surrogate modelling

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2009, SOCO 2009.

Selection of lumped element models for coupled lossy transmission lines

Tom Dhaene, Daniel De Zutter, 1992, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

Parametric Macromodeling of Lossy and Dispersive Multiconductor Transmission Lines

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2010, IEEE Transactions on Advanced Packaging.

The SUMO toolbox: A tool for automatic regression modeling and active learning

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2013, 2013 Africon.

Inverse surrogate modeling: output performance space sampling

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2010 .

Evaluation of Generative Modeling Techniques for Frequency Responses

Tom Dhaene, Dirk Deschrijver, Federico Garbuglia, 2020, Proceedings of 1st International Electronic Conference - Futuristic Applications on Electronics.

Adaptive classification algorithm for EMC-compliance testing of electronic devices

Tom Dhaene, Dirk Deschrijver, Prashant Singh, 2013 .

Optimizing data structures at the modeling level in embedded multimedia

Tom Dhaene, Francky Catthoor, Serge Demeyer, 2007, J. Syst. Archit..

Robust Passivity Preserving Parametric Model Order Reduction Using Matrix Interpolation

Tom Dhaene, Elizabeth Rita Samuel, Francesco Ferranti, 2012, ROCOND.

Influence of feature selection on ensemble diversity

Piet Demeester, Yvan Saeys, Tom Dhaene, 2010 .

Adaptive Model Based Parameter Estimation, Based on Sparse Data and Frequency Derivatives

Tom Dhaene, Dirk Deschrijver, Jan Broeckhove, 2004, International Conference on Computational Science.

Unsupervised Trajectory Inference Using Graph Mining

Yvan Saeys, Sofie Van Gassen, Tom Dhaene, 2015, CIBB.

Automated Assessment of Bone Age Using Deep Learning and Gaussian Process Regression

Eric Achten, Tom Dhaene, Dirk Deschrijver, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Identification of quasi-optimal regions in the design space using surrogate modeling

Filip De Turck, Tom Dhaene, Ivo Couckuyt, 2013, Engineering with Computers.

Design space exploration using Self-Organizing Map based adaptive sampling

Tom Dhaene, Ivo Couckuyt, Keiichi Ito, 2016, Appl. Soft Comput..

Multi-objective optimization of a wing fence on an unmanned aerial vehicle using surrogate-derived gradients

Tom Dhaene, Ivo Couckuyt, Joris Degroote, 2019, Structural and Multidisciplinary Optimization.

A Kriging and Stochastic Collocation ensemble for uncertainty quantification in engineering applications

Tom Dhaene, Ivo Couckuyt, Wim Bogaerts, 2017, Engineering with Computers.

Throughput optimization strategies for large-scale wireless LANs

Ingrid Moerman, Tom Dhaene, Dirk Deschrijver, 2015, 2015 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting.

Adaptive frequency sampling using linear Bayesian vector fitting

Tom Dhaene, Dirk Deschrijver, Domenico Spina, 2019 .

Inverse modelling of an aneurysm’s stiffness using surrogate-based optimization and fluid-structure interaction simulations

Tom Dhaene, Ivo Couckuyt, Jan Vierendeels, 2012 .

Accurate modeling of antennas using variable-fidelity EM simulations and co-kriging

Tom Dhaene, Ivo Couckuyt, Slawomir Koziel, 2012, 2012 6th European Conference on Antennas and Propagation (EUCAP).

Sensitivity analysis of expensive black-box systems using metamodeling

Tom Dhaene, Ivo Couckuyt, Tom Van Steenkiste, 2016, 2016 Winter Simulation Conference (WSC).

Continuous Exploitative Measurement Trajectories Using Bayesian Optimisation

Tom Dhaene, Dirk Deschrijver, Tom Van Steenkiste, 2019, BNAIC/BENELEARN.

Classification aided domain reduction for high dimensional optimization

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2014, Proceedings of the Winter Simulation Conference 2014.

Efficient global optimization of multi-parameter network problems on wireless testbeds

Ingrid Moerman, Tom Dhaene, Ivo Couckuyt, 2015, Ad Hoc Networks.

Computational inference of developmental chronology using flow cytometry data

Yvan Saeys, Tom Dhaene, Leen De Baets, 2015 .

Variable-fidelity surrogate modelling with kriging

Tom Dhaene, Selvakumar Ulaganathan, Ivo Couckuyt, 2015 .

Efficient Time-Domain Modeling and Simulation of Passive Bandpass Systems

Tom Dhaene, Dirk Deschrijver, Wim Bogaerts, 2019, 2019 International Conference on Electromagnetics in Advanced Applications (ICEAA).

Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2014, J. Glob. Optim..

Validation of positive fraction vector fitting algorithm in the identification of passive immittances

Tom Dhaene, Dirk Deschrijver, L. De Tommasi, 2008 .

Parameterized macromodeling of stochastic linear systems for frequency- and time-domain variability analysis

Tom Dhaene, Giulio Antonini, Domenico Spina, 2018, 2018 IEEE 22nd Workshop on Signal and Power Integrity (SPI).

[Genetic algorithm based multi-objective least square support vector machine for simultaneous determination of multiple components by near infrared spectroscopy].

Xing Wang, Tom Dhaene, Ivo Couckuyt, 2014, Guang pu xue yu guang pu fen xi = Guang pu.

Rational modeling of multivariate multi-fidelity data

Tom Dhaene, Dirk Deschrijver, Elizabeth Rita Samuel, 2016 .

Scalable compact models for fast design optimization of complex electromagnetic systems

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2012 .

An Iterative Method to Stabilize a Transfer Function in the$s$- and$z$-Domains

Gerd Vandersteen, Tom Dhaene, Rik Pintelon, 2006, IEEE Transactions on Instrumentation and Measurement.

Performance characterisation and verification of JavaSpaces based on design of experiments

Tom Dhaene, Jan Broeckhove, Frederic Hancke, 2004, The IEEE Computer Society's 12th Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, 2004. (MASCOTS 2004). Proceedings..

Applicability of Generic Naming Services and Fault-Tolerant Metacomputing with FT-MPI

Tom Dhaene, Jan Broeckhove, Vaidy S. Sunderam, 2005, PVM/MPI.

Predicting Yield of Photonic Circuits With Wafer-scale Fabrication Variability: Invited Paper

Tom Dhaene, Umar Khan, Wim Bogaerts, 2019, 2019 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO).

Adaptive time-domain macromodeling algorithm for fast termination of FDTD simulations

Tom Dhaene, Dirk Deschrijver, Davy Pissoort, 2010, 2010 IEEE 14th Workshop on Signal Propagation on Interconnects.

Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data pdf

Tom Dhaene, Dirk Deschrijver, Tom Van Steenkiste, 2019, ML4H@NeurIPS.

Surrogate modelling of base station exposure

Tom Dhaene, Dirk Deschrijver, Luc Martens, 2012 .

Machine Learning Based Error Detection in Transient Susceptibility Tests

Tom Dhaene, Dirk Deschrijver, Dries Vande Ginste, 2019, IEEE Transactions on Electromagnetic Compatibility.

Blind Kriging: Implementation and performance analysis

Filip De Turck, Dirk Gorissen, Tom Dhaene, 2012, Adv. Eng. Softw..

Autoencoding Density-Based Anomaly Detection for Signal Integrity Applications

Tom Dhaene, Dirk Deschrijver, Domenico Spina, 2018, 2018 IEEE 27th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS).

Integrating Gridcomputing and Metamodeling

Dirk Gorissen, Tom Dhaene, Karel Crombecq, 2006, Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGRID'06).

Pareto-Based Multi-output Metamodeling with Active Learning

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2009, EANN.

Effective Electrothermal Analysis of Electronic Devices and Systems with Parameterized Macromodeling

Tom Dhaene, Alessandro Magnani, Salvatore Russo, 2015, IEEE Transactions on Components, Packaging and Manufacturing Technology.

Macromodeling of High-Speed Interconnects by Positive Interpolation of Vertical Segments

Tom Dhaene, Dirk Deschrijver, Dries Vande Ginste, 2013 .

A balanced sequential design strategy for global surrogate modeling

Tom Dhaene, Dirk Deschrijver, Prashant Singh, 2013, 2013 Winter Simulations Conference (WSC).

A comparative study of kriging variants for the optimization of a turbomachinery system

Tom Dhaene, Ivo Couckuyt, Abdus Samad, 2015, Engineering with Computers.

Evolutionary Model Type Selection for Global Surrogate Modeling

Filip De Turck, Dirk Gorissen, Tom Dhaene, 2009, J. Mach. Learn. Res..

Time-Domain Analysis of RF and Microwave Autonomous Circuits by Vector Fitting-Based Approach

Tom Dhaene, Leonardo Pantoli, Giorgio Leuzzi, 2019, 2019 14th European Microwave Integrated Circuits Conference (EuMIC).

Ontology Based and Context-Aware Hospital Nurse Call Optimization

Filip De Turck, Piet Demeester, Tom Dhaene, 2008, 2008 International Conference on Complex, Intelligent and Software Intensive Systems.

Towards Efficient Multiobjective Optimization: Multiobjective statistical criterions

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2012, 2012 IEEE Congress on Evolutionary Computation.

Data-Efficient Gaussian Process Regression for Accurate Visible Light Positioning

Tom Dhaene, Nobby Stevens, Nicolas Knudde, 2020, IEEE Communications Letters.

A cognitive QoS management framework for WLANs

Ingrid Moerman, Tom Dhaene, Dirk Deschrijver, 2014, EURASIP J. Wirel. Commun. Netw..

Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks

Chris Develder, Tom Dhaene, Dirk Deschrijver, 2019, International Journal of Electrical Power & Energy Systems.

Fast Calculation of the Knowledge Gradient for Optimization of Deterministic Engineering Simulations pdf

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2016, ArXiv.

Fast Characterization of Input-Output Behavior of Non-Charge-Based Logic Devices by Machine Learning

Tom Dhaene, Ivo Couckuyt, Odysseas Zografos, 2020, Electronics.

A constrained multi-objective surrogate-based optimization algorithm

Tom Dhaene, Ivo Couckuyt, Prashant Singh, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Adaptive classification under computational budget constraints using sequential data gathering

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2016, Adv. Eng. Softw..

A performance analysis framework for reso urce scavenging systems

Tom Dhaene, Jan Broeckhove, Peter Hellinckx, 2004, Parallel and Distributed Computing and Networks.

Sequential sensitivity analysis of expensive black-box simulators with metamodelling

Tom Dhaene, Ivo Couckuyt, Tom Van Steenkiste, 2018, Applied Mathematical Modelling.

Optimization-driven design of compact UWB MIMO antenna

Tom Dhaene, Slawomir Koziel, Adrian Bekasiewicz, 2016, 2016 10th European Conference on Antennas and Propagation (EuCAP).

Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks

Filip De Turck, Tom Dhaene, Benjamin Schrauwen, 2013, Eng. Appl. Artif. Intell..

High dimensional Kriging metamodelling utilising gradient information

Tom Dhaene, Selvakumar Ulaganathan, Ivo Couckuyt, 2016 .

Cost-efficient modeling of antenna structures using Gradient-Enhanced Kriging

Tom Dhaene, Selvakumar Ulaganathan, Ivo Couckuyt, 2015, 2015 Loughborough Antennas & Propagation Conference (LAPC).

An autonomous service‐platform to support distributed ontology‐based context‐aware agents

Bruno Volckaert, Filip De Turck, Piet Demeester, 2011, Expert Syst. J. Knowl. Eng..

Structured Inference Networks Using High-Dimensional Sensors for Surveillance Purposes

Tom Dhaene, Ivo Couckuyt, Baptist Vandersmissen, 2018, EANN.

Avoiding overfitting in surrogate modeling: an alternative approach

Yvan Saeys, Dirk Gorissen, Tom Dhaene, 2011 .

Forward and Reverse Modeling of Low Noise Amplifiers Based on Circuit Simulations

Tom Dhaene, T. G. J. Beelen, Joost Rommes, 2011 .

A comparison of sequential design methods for RF circuit block modeling

Dirk Gorissen, Tom Dhaene, Karel Crombecq, 2008, 2008 Winter Simulation Conference.

Towards energy-conscious class transformations for data-dominant applications: a case study

Tom Dhaene, Francky Catthoor, Serge Demeyer, 2003 .

Time-domain variability analysis of general linear systems terminated with nonlinear devices

Tom Dhaene, Dries Vande Ginste, Paolo Manfredi, 2017, 2017 IEEE 21st Workshop on Signal and Power Integrity (SPI).

Combining EM accuracy with the speed of analytical models for simulation of arbitrary passive microwave components

Tom Dhaene, 2003, 10th International Conference on Telecommunications, 2003. ICT 2003..

Calibration and normalization of time domain network analyzer measurements

Daniël De Zutter, Tom Dhaene, Luc Martens, 1994 .

Automated classification of appliances using elliptical fourier descriptors

Chris Develder, Tom Dhaene, Dirk Deschrijver, 2017, 2017 IEEE International Conference on Smart Grid Communications (SmartGridComm).

Improving link quality of UWB communication links by means of PSWF-Basis persuit denoising

Hendrik Rogier, Tom Dhaene, Wouter Dullaert, 2011, 2011 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications.

Automated Response Surface Model Generation with Sequential Design

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2009, SOCO 2009.

An immunity modeling technique to predict the influence of continuous wave and amplitude modulated noise on nonlinear analog circuits

Hendrik Rogier, Tom Dhaene, Ivo Couckuyt, 2013, 2013 International Symposium on Electromagnetic Compatibility.

Fast hybrid sequential design for high-dimensional surrogate modeling

Tom Dhaene, Joachim van der Herten, 2015 .

Scalable metamodelling of microwave and RF circuits using methods of moments S-parameter data

Daniël De Zutter, Tom Dhaene, J. Sercu, 2006 .

Reliable reduced cost modeling and design optimization of microwave filters using co‐kriging

Tom Dhaene, Ivo Couckuyt, Slawomir Koziel, 2013 .

A Fuzzy Hybrid Sequential Design Strategy for Global Surrogate Modeling of High-Dimensional Computer Experiments

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2015, SIAM J. Sci. Comput..

Throughput optimization of wireless LANs by surrogate model based cognitive decision making

Ingrid Moerman, Tom Dhaene, Dirk Deschrijver, 2015, 2015 IEEE Wireless Communications and Networking Conference Workshops (WCNCW).

Self-constructing compact parametric macromodels for efficient electronic design

Tom Dhaene, Francesco Ferranti, Krishnan Chemmangat, 2013, 2013 17th IEEE Workshop on Signal and Power Integrity.

Efficient measurement procedure for hotspot detection in near-field pattern of electronic devices

Tom Dhaene, Dirk Deschrijver, Prashant Singh, 2013 .

AN ALTERNATIVE APPROACH TO AVOIDING OVERFIT FOR SURROGATE M ODELS

Yvan Saeys, Dirk Gorissen, Tom Dhaene, 2011 .

A Bayesian Approach to Adaptive Frequency Sampling

Tom Dhaene, Dirk Deschrijver, Dries Vande Ginste, 2019, 2019 IEEE 23rd Workshop on Signal and Power Integrity (SPI).

Frequency-dependent parameterized macromodeling of integrated inductors

Francisco V. Fernández, Tom Dhaene, R. Castro-López, 2016, 2016 13th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD).

Statistical modeling of frequency responses using linear Bayesian vector fitting

Tom Dhaene, Dirk Deschrijver, Dries Vande Ginste, 2020 .

Rational modeling algorithm for passive microwave structures and systems

Tom Dhaene, Dirk Deschrijver, Annie Cuyt, 2012 .

VI-Based Appliance Classification Using Aggregated Power Consumption Data

Chris Develder, Tom Dhaene, Dirk Deschrijver, 2018, SMARTCOMP.

Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit

Filip De Turck, Tom Dhaene, Ivo Couckuyt, 2016, Comput. Math. Methods Medicine.

Some Remarks on the Vector Fitting Iteration

Tom Dhaene, Dirk Deschrijver, W. Hendrickx, 2006 .

A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design

Piet Demeester, Dirk Gorissen, Tom Dhaene, 2010, J. Mach. Learn. Res..

Transfer function identification from phase response data

Tom Dhaene, Luciano De Tommasi, Dirk Deschrijver, 2010 .

Surrogate modeling based cognitive decision engine for optimization of WLAN performance

Ingrid Moerman, Tom Dhaene, Selvakumar Ulaganathan, 2017, Wirel. Networks.

Matrix-Interpolation-Based Parametric Model Order Reduction for Multiconductor Transmission Lines With Delays

Tom Dhaene, Elizabeth Rita Samuel, Luc Knockaert, 2015, IEEE Transactions on Circuits and Systems II: Express Briefs.

GPflowOpt: A Bayesian Optimization Library using TensorFlow

Tom Dhaene, Ivo Couckuyt, Joachim van der Herten, 2017, NIPS 2017.

Fuzzy sequential space-filling design

Tom Dhaene, Joachim van der Herten, 2014 .

Parametric Macromodels for Efficient Design of Carbon Nanotube Interconnects

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2014, IEEE Transactions on Electromagnetic Compatibility.

Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks

Tom Dhaene, Dirk Deschrijver, Willemijn Groenendaal, 2019, IEEE Journal of Biomedical and Health Informatics.

Automatic regression modeling with active learning

Dirk Gorissen, Tom Dhaene, Eric Laermans, 2008 .

Netter: re-ranking gene network inference predictions using structural network properties

Piet Demeester, Yvan Saeys, Tom Dhaene, 2016, BMC Bioinformatics.

Bayesian optimization of MRI k-Space trajectories

Tom Dhaene, Hiep Luong, Tom Van Steenkiste, 2019, ICBHI 2019.

Variance-based interaction index measuring heteroscedasticity

Tom Dhaene, Ivo Couckuyt, Silvia Poles, 2016, Comput. Phys. Commun..

Pareto-Based Multi-output Model Type Selection

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2009, HAIS.

Variability analysis of device-level photonics using stochastic collocation (Conference Presentation)

Tom Dhaene, Wim Bogaerts, Domenico Spina, 2016, Photonics Europe.

Magnitude Vector Fitting to interval data

Tom Dhaene, Dirk Deschrijver, Luc Knockaert, 2009, Math. Comput. Simul..

Indoor tracking of multiple persons with a 77 GHz MIMO FMCW radar

André Bourdoux, Tom Dhaene, Ivo Couckuyt, 2017, 2017 European Radar Conference (EURAD).

Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling

Tom Dhaene, Eric Laermans, Karel Crombecq, 2011, Eur. J. Oper. Res..

Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores

Filip De Turck, Tom Dhaene, Ivo Couckuyt, 2015, Artif. Intell. Medicine.

Grid-enabled adaptive surrogate modeling for computer based design (abstract)

Piet Demeester, Dirk Gorissen, Tom Dhaene, 2007 .

Utilisation of surrogate modelling in self-optimisation methods of gas metal arc welding processes

Dirk Gorissen, Tom Dhaene, Uwe Reisgen, 2011 .

Generating an Explainable ECG Beat Space With Variational Auto-Encoders pdf

Tom Dhaene, Dirk Deschrijver, Tom Van Steenkiste, 2019, ArXiv.

Machine-Learning-Based Error Detection and Design Optimization in Signal Integrity Applications

Tom Dhaene, Dirk Deschrijver, Dries Vande Ginste, 2019, IEEE Transactions on Components, Packaging and Manufacturing Technology.

Machine Learning for Fast Characterization of Magnetic Logic Devices

Tom Dhaene, Ivo Couckuyt, Odysseas Zografos, 2018, 2018 IEEE Electrical Design of Advanced Packaging and Systems Symposium (EDAPS).

Hybrid algorithm for compact and stable macromodelling of parameterised frequency responses

Tom Dhaene, Dirk Deschrijver, Francesco Ferranti, 2009 .

No-Reference Bitstream-Based Visual Quality Impairment Detection for High Definition H.264/AVC Encoded Video Sequences

Rik Van de Walle, Glenn Van Wallendael, Piet Demeester, 2012, IEEE Transactions on Broadcasting.

Polynomial chaos-based macromodeling of multiport systems using an input-output approach

Tom Dhaene, Francesco Ferranti, Domenico Spina, 2015 .

Automatic model type selection with heterogeneous evolution: An application to RF circuit block modeling

Dirk Gorissen, Tom Dhaene, Jeroen Croon, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Performance study of gradient-enhanced Kriging

Tom Dhaene, Selvakumar Ulaganathan, Ivo Couckuyt, 2015, Engineering with Computers.

Univariate rational macromodeling of high speed passive components

Tom Dhaene, Dirk Deschrijver, 2005 .

Longitudinal stability augmentation of seaplanes in planing

Tom Dhaene, Yoshiaki Hirakawa, Tsugukiyo Hirayama, 2015 .

Two-level refined direct method for electromagnetic optimization and inverse problems

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2009 .

Combining Krylov subspace methods and identification-based methods for model order reduction

Tom Dhaene, Dirk Deschrijver, Wha Wil Schilders, 2006 .

Hierarchical Gaussian Process Models for Improved Metamodeling

Tom Dhaene, Ivo Couckuyt, Joachim van der Herten, 2020, ACM Trans. Model. Comput. Simul..

Link State Protocol Data Mining for Shared Risk Link Group Detection

Didier Colle, Piet Demeester, Dimitri Papadimitriou, 2010, 2010 Proceedings of 19th International Conference on Computer Communications and Networks.

Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification

Tom Dhaene, Dirk Deschrijver, Joeri Ruyssinck, 2021, Advances in Data Analysis and Classification.

Numerical validation of a procedure for direct identification of passive linear multiport with convex programming

Tom Dhaene, Dirk Deschrijver, Andrea G. Chiariello, 2010, 2010 IEEE 14th Workshop on Signal Propagation on Interconnects.

A Generative Modeling Framework for Statistical Link Analysis Based on Sparse Data

Tom Dhaene, Dirk Deschrijver, Dries Vande Ginste, 2018, IEEE Transactions on Components, Packaging and Manufacturing Technology.

Sequential sampling strategy for the modeling of parameterized microwave and RF components

Tom Dhaene, Dirk Deschrijver, Karel Crombecq, 2011, 2011 IEEE 20th Conference on Electrical Performance of Electronic Packaging and Systems.

Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks

Filip De Turck, Tom Dhaene, Femke Ongenae, 2019, Artif. Intell. Medicine.

Generation of Stochastic Interconnect Responses via Gaussian Process Latent Variable Models

Tom Dhaene, Dirk Deschrijver, Dries Vande Ginste, 2019, IEEE Transactions on Electromagnetic Compatibility.

Surrogate-based infill optimization applied to electromagnetic problems

Hendrik Rogier, Tom Dhaene, Ivo Couckuyt, 2010 .

Effective time‐domain approach for the assessment of the stability characteristics and other non‐linear effects of RF and microwave circuits

Tom Dhaene, Leonardo Pantoli, Giorgio Leuzzi, 2019 .

Multi-objective Bayesian Optimization for Engineering Simulation

Tom Dhaene, Ivo Couckuyt, Joachim van der Herten, 2019, High-Performance Simulation-Based Optimization.

Moving Up to the Modeling Level for the Transformation of Data Structures in Embedded Multimedia Applications

Tom Dhaene, Francky Catthoor, Serge Demeyer, 2005, SAMOS.

Comparison of embedded feature selection algorithms for splice site detection

Yvan Saeys, Tom Dhaene, Luc Knockaert, 2009 .

Multipoint model order reduction using reflective exploration

Tom Dhaene, Elizabeth Rita Samuel, Francesco Ferranti, 2014, CSC 2014.

Reliable low-cost co-kriging modeling of microwave devices

Tom Dhaene, Ivo Couckuyt, Slawomir Koziel, 2012, 2012 IEEE/MTT-S International Microwave Symposium Digest.

Surrogate Modeling of RF Circuit Blocks

Dirk Gorissen, Tom Dhaene, Jeroen A. Croon, 2010 .

Model Order Reduction of Time-Delay Systems Using a Laguerre Expansion Technique

Tom Dhaene, Elizabeth Rita Samuel, Luc Knockaert, 2014, IEEE Transactions on Circuits and Systems I: Regular Papers.

A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments

Dirk Gorissen, Tom Dhaene, Dirk Deschrijver, 2011, SIAM J. Sci. Comput..

A sequential sampling strategy for adaptive classification of computationally expensive data

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2017 .

On the use of gradients in Kriging surrogate models

Tom Dhaene, Selvakumar Ulaganathan, Ivo Couckuyt, 2014, Proceedings of the Winter Simulation Conference 2014.

Extracting analytical nonlinear models from analog circuits by recursive vector fitting of Transfer Function Trajectories

Tom Dhaene, Dirk Deschrijver, Georges G. E. Gielen, 2013, 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE).

A Set Based Design Method Using Bayesian Active Learning

Tom Dhaene, Ivo Couckuyt, Keisuke Ishizaki, 2020, DAC 2020.

Efficient Multi-Objective Simulation-Driven Antenna Design Using Co-Kriging

Tom Dhaene, Ivo Couckuyt, Slawomir Koziel, 2014, IEEE Transactions on Antennas and Propagation.

Adaptive Interpolation Based on PÓlya Frequency Functions

Tom Dhaene, Luc Knockaert, Daniel De Zutter, 2008, IEEE Transactions on Signal Processing.

Method for operating computer for providing support in designing and modeling of integrated circuit

Tom Dhaene, J. De Geest, 2000 .

Bayesian active learning for electromagnetic structure design

Tom Dhaene, Ivo Couckuyt, Domenico Spina, 2020, 2020 14th European Conference on Antennas and Propagation (EuCAP).

Numerical modeling of a linear photonic system for accurate and efficient time-domain simulations

Tom Dhaene, Wim Bogaerts, Domenico Spina, 2018 .

Reduced order modeling of delayed PEEC circuits

Tom Dhaene, Giulio Antonini, Michel Nakhla, 2011, 2011 IEEE MTT-S International Microwave Symposium.

Frequency domain evaluation of the accuracy of lumped element models for RLC transmission lines

Daniël De Zutter, Tom Dhaene, William Delbare, 1991 .

Adaptive CAD-model building algorithm for general planar microwave structures

Tom Dhaene, Daniël De Zutter, J. De Geest, 1999 .

Surrogate Modeling of Low Noise Amplifiers Based on Transistor Level Simulations

Dirk Gorissen, Tom Dhaene, Luciano De Tommasi, 2010, CSC 2010.

Grid-enabled adaptive surrogate modeling for computer aided engineering

Dirk Gorissen, Tom Dhaene, 2010 .

Technical Program Co-Chairs

Amir Galehdar, Bumman Kim, Tom Dhaene, 2014 .

Deep Gaussian Process metamodeling of sequentially sampled non-stationary response surfaces

Tom Dhaene, Ivo Couckuyt, Joachim van der Herten, 2017, 2017 Winter Simulation Conference (WSC).

Reliable design closure of sonnet-simulated structures using co-kriging

Tom Dhaene, Ivo Couckuyt, Slawomir Koziel, 2013 .

A re-ranking algorithm for gene regulatory network predictions using graphlets and graph-invariant properties

Yvan Saeys, Tom Dhaene, Joeri Ruyssinck, 2013, ISMB 2013.

Grid enabled metamodeling

Dirk Gorissen, Tom Dhaene, W. Hendrickx, 2006 .

Scalable models of microwave system responses using sequential sampling on unstructured grids

Tom Dhaene, Francesco Ferranti, Krishnan Chemmangat, 2014 .

Feature and model type selection using multi-objective optimization for AutoML

Tom Dhaene, Joachim van der Herten, 2016 .

A hybrid sequential sampling based metamodelling approach for high dimensional problems

Tom Dhaene, Selvakumar Ulaganathan, Ivo Couckuyt, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Sequential modeling of a low noise amplifier with neural networks and active learning

Dirk Gorissen, Tom Dhaene, Karel Crombecq, 2009, Neural Computing and Applications.

A voltage and current measurement dataset for plug load appliance identification in households

Tom Dhaene, Mario Bergés, Roberto Medico, 2020, Scientific Data.

Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: A sepsis case study

Filip De Turck, Tom Dhaene, Femke Ongenae, 2010, 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS).

Passivity preserving multipoint model order reduction using reflective exploration

Tom Dhaene, Elizabeth Rita Samuel, Luc Knockaert, 2014, 2014 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO).

Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Two-level refined direct optimization scheme using intermediate surrogate models for electromagnetic optimization of a switched reluctance motor

Tom Dhaene, Ivo Couckuyt, Luc Dupré, 2012, Engineering with Computers.

Parametric model order reduction: obtaining concise mathematical models that work

Tom Dhaene, Elizabeth Rita Samuel, Luc Knockaert, 2012 .

DC-Preserving Passivity Enforcement for $S$-Parameter Based Macromodels

Tom Dhaene, Dirk Deschrijver, 2010, IEEE Transactions on Microwave Theory and Techniques.

Auto-generation of passive scalable macromodels for microwave components using scattered sequential sampling

Tom Dhaene, Krishnan Chemmangat, Luc Knockaert, 2014, International Journal of Microwave and Wireless Technologies.

Scalable compact models for complex high-speed systems

Tom Dhaene, Francesco Ferranti, 2012, IMS 2012.

Fast and Accurate Time-Domain Simulation of Passive Photonic Systems

Tom Dhaene, Wim Bogaerts, Domenico Spina, 2018, 2018 International Conference on Electromagnetics in Advanced Applications (ICEAA).

Adaptive Sampling Algorithm for Accurate Modeling of General Interconnection Structures

Tom Dhaene, Daniel De Zutter, Jan De Geest, 1999, 1999 29th European Microwave Conference.

Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods

Tom Dhaene, Karel Crombecq, T. Dhaene, 2010, SEAL.

A probabilistic ontology-based platform for self-learning context-aware healthcare applications

Filip De Turck, Tom Dhaene, Femke Ongenae, 2013, Expert Syst. Appl..

FlowSOM: Using self‐organizing maps for visualization and interpretation of cytometry data

Piet Demeester, Yvan Saeys, Tom Dhaene, 2015, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

Automated Framework for Time-Domain Piecewise-Linear Fitting Method Based on Digital Wave Processing of $S$ -Parameters

Tom Dhaene, Domenico Spina, Piero Belforte, 2020, IEEE Transactions on Circuits and Systems I: Regular Papers.

Exposure assessment of mobile phone base station radiation in an outdoor environment using sequential surrogate modeling

Tom Dhaene, Dirk Deschrijver, Luc Martens, 2013, Bioelectromagnetics.

Investigating the integration of gridcomputing and metamodeling

Dirk Gorissen, Tom Dhaene, Bart Dhoedt, 2006 .

Learning To Forget: Design of Experiments for Line-Based Bayesian Optimization in Dynamic Environments

Tom Dhaene, Dirk Deschrijver, Tom Van Steenkiste, 2019, 2019 Winter Simulation Conference (WSC).

Kriging, co-kriging and space mapping for microwave circuit modeling

Tom Dhaene, Ivo Couckuyt, Slawomir Koziel, 2011, 2011 41st European Microwave Conference.

Variance analysis of frequency response function measurements using periodic excitations

Tom Dhaene, Rik Pintelon, Johan Schoukens, 2004, IEEE Transactions on Instrumentation and Measurement.

Automatic Approximation of Expensive Functions with Active Learning

Dirk Gorissen, Tom Dhaene, Ivo Couckuyt, 2009, Foundations of Computational Intelligence.

Sequential sampling algorithm for simultaneous near-field scanning of amplitude and phase

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2014, 2014 International Symposium on Electromagnetic Compatibility.

Grid Enabled Sequential Design and Adaptive Metamodeling

Dirk Gorissen, Tom Dhaene, Wouter Hendrickx, 2006, Proceedings of the 2006 Winter Simulation Conference.

Indoor Person Identification Using a Low-Power FMCW Radar

André Bourdoux, Tom Dhaene, Ivo Couckuyt, 2018, IEEE Transactions on Geoscience and Remote Sensing.

EXTENDED THEVENIN MODELS FOR TRANSIENT ANALYSIS TRANSMISSION LINES OF NON-UNIFORM DISPERSIVE LOSSY MULTICONDUCTOR

Daniël De Zutter, Tom Dhaene, 1992 .

Accurate passivity enforcement algorithm for broadband S-parameter macromodels

Tom Dhaene, Dirk Deschrijver, 2009, AFRICON 2009.

Gaining Insight in Wind Turbine Drivetrain Dynamics by Means of Automatic Operational Modal Analysis Combined With Machine Learning Algorithms

Tom Dhaene, Jan Helsen, Cédric Peeters, 2019 .

Automated Fitting and Rational Modeling Algorithm for EM-Based S-Parameter Data

Tom Dhaene, T. Dhaene, 2002, PARA.

Automated response surface model generation and adaptive sampling

Tom Dhaene, 2009 .

Modelling Overhead of Tuple Spaces with Design of Experiments

Tom Dhaene, Jan Broeckhove, Frederic Hancke, 2004, VECPAR.

Multi-objective Geometry Optimization of a Gas Cyclone Using Triple-Fidelity Co-Kriging Surrogate Models

Tom Dhaene, Ivo Couckuyt, Dirk Deschrijver, 2017, J. Optim. Theory Appl..

Longitudinal stability augmentation of seaplanes in planing

Tom Dhaene, Tsugukiyo Hirayama, Yoshiaki Hirakawa, 2016 .

Shape optimization of a cyclone separator using multi-objective surrogate-based optimization

Tom Dhaene, Ivo Couckuyt, Prashant Singh, 2016 .

Inverse modelling of an aneurysm's stiffness using surrogate-based optimization of a three-dimensional ﬂuid-structure interaction simulation

Jan Vierendeels, Tom Dhaene, Ivo Couckuyt, 2011 .

Surrogate based sensitivity analysis of process equipment

Dirk Gorissen, Tom Dhaene, Karel Crombecq, 2011 .

On The Usage of Gaussian Processes for Visible Light Positioning With Real Radiation Patterns

Tom Dhaene, Nobby Stevens, Willem Raes, 2021, 2021 17th International Symposium on Wireless Communication Systems (ISWCS).

Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity

Tom Dhaene, Ivo Couckuyt, Zhen Hu, 2021, Knowl. Based Syst..

Complex vector fitting toolbox: a software package for the modelling and simulation of general linear and passive baseband systems

Tom Dhaene, Dirk Deschrijver, Wim Bogaerts, 2021, Electronics Letters.

Adaptive sampling with automatic stopping for feasible region identification in engineering design

Tom Dhaene, Ivo Couckuyt, Federico Garbuglia, 2021, Engineering with Computers.

Electric vehicle use in public fleets: The case of the Genoa University

Stefano Bracco, Federico Delfino, Tom Dhaene, 2017, 2017 International Conference on ENERGY and ENVIRONMENT (CIEM).

CAD-oriented general circuit description of uniform coupled lossy dispersive waveguide structures

Daniël De Zutter, Tom Dhaene, 1992 .

Vector Fitting vs. Levenberg-Marquardt : Some experiments

Tom Dhaene, Francesco Ferranti, Luc Knockaert, 2009, 2009 IEEE Workshop on Signal Propagation on Interconnects.

Parametric macromodeling based on amplitude and frequency scaled systems with guaranteed passivity

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2012 .

Multi-objective optimization of reflector antennas using kriging and probability of improvement

Tom Dhaene, Ivo Couckuyt, Dirk I.L. de Villiers, 2017, 2017 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting.

Broadband macromodelling of passive components using orthonormal vector fitting

Tom Dhaene, Dirk Deschrijver, 2005 .

Low-Cost Surrogate Models for Microwave Filters

Tom Dhaene, Ivo Couckuyt, Natalia Leszczynska, 2016, IEEE Microwave and Wireless Components Letters.

Measurement Uncertainty Propagation in Transistor Model Parameters via Polynomial Chaos Expansion

Tom Dhaene, Antonio Raffo, Gustavo Avolio, 2017, IEEE Microwave and Wireless Components Letters.

Data-Driven Parameterized Model Order Reduction Using z-Domain Multivariate Orthonormal Vector Fitting Technique

Tom Dhaene, Dirk Deschrijver, Francesco Ferranti, 2011 .

Adaptive knot placement for rational spline interpolation of sparse EM-based data

Tom Dhaene, Dirk Deschrijver, 2003, 17th International Conference on Applied Electromagnetics and Communications, 2003. ICECom 2003..

Microwave small-signal modelling of FinFETs using multi-parameter rational fitting method

Tom Dhaene, Dirk Deschrijver, Dominique Schreurs, 2011 .

An algorithm for direct identification of passive transfer matrices with positive real fractions via convex programming

Tom Dhaene, Dirk Deschrijver, L. De Tommasi, 2011 .

Generalised vector fitting algorithm for macromodelling of passive electronic components

Tom Dhaene, Dirk Deschrijver, D. Deschrijver, 2005 .

Robust transfer function identification via an enhanced magnitude vector fitting algorithm

Tom Dhaene, L. De Tommasi, B. Gustavsen, 2010 .

Improving robustness of vector fitting to outliers in data

Tom Dhaene, Dirk Deschrijver, Luc Knockaert, 2010 .

Spectral models for 1D blood flow simulations

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Efficient Variability Analysis of Electromagnetic Systems Via Polynomial Chaos and Model Order Reduction

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2014, IEEE Transactions on Components, Packaging and Manufacturing Technology.

Assessment of outdoor radiofrequency electromagnetic field exposure through hotspot localization using kriging-based sequential sampling.

Tom Dhaene, Dirk Deschrijver, Luc Martens, 2013, Environmental research.

Fast broadband modeling of frequency-domain responses by piecewise interpolation

Tom Dhaene, Dirk Deschrijver, D. Deschrijver, 2009 .

Extended Bennia-Riad criterion for iterative frequency-domain deconvolution

Daniël De Zutter, Tom Dhaene, Z. Martens, 1994 .

Extended Scattering Matrix Approach for Transient Analysis of Coupled Dispersive Lossy Transmission Lines with Arbitrary Loads

Daniël De Zutter, Tom Dhaene, 1993 .

Parametric macromodelling of linear high-frequency systems using multiple frequency scaling and sequential sampling

Tom Dhaene, Francesco Ferranti, Krishnan Chemmangat, 2014 .

NIMEFI: Gene Regulatory Network Inference using Multiple Ensemble Feature Importance Algorithms

Piet Demeester, Yvan Saeys, Tom Dhaene, 2014, PloS one.

Stochastic Macromodeling of Nonlinear Systems Via Polynomial Chaos Expansion and Transfer Function Trajectories

Tom Dhaene, Dirk Deschrijver, Georges Gielen, 2014, IEEE Transactions on Microwave Theory and Techniques.

Guaranteed Passive Parameterized Macromodeling by Using Sylvester State-Space Realizations

Tom Dhaene, Elizabeth Rita Samuel, Francesco Ferranti, 2013, IEEE Transactions on Microwave Theory and Techniques.

Parametric Macromodeling for Tabulated Data Based on Internal Passivity

Tom Dhaene, Giulio Antonini, Francesco Ferranti, 2010, IEEE Microwave and Wireless Components Letters.

Environmental High Frequency Characterization of Fabrics Based on a Novel Surrogate Modelling Antenna Technique

Hendrik Rogier, Tom Dhaene, Ivo Couckuyt, 2013, IEEE Transactions on Antennas and Propagation.

Self-organizing map based adaptive sampling

Joost Van de Peer, Tom Dhaene, Keiichi Ito, 2013 .

ooDACE toolbox A Matlab Kriging toolbox: Getting started

Piet Demeester, Tom Dhaene, Ivo Couckuyt, 2013 .

Performance study of multi-fidelity gradient enhanced kriging

Tom Dhaene, Selvakumar Ulaganathan, Ivo Couckuyt, 2015 .