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Onderzoeker
Tom Dhaene
Profiel
Projecten
Publicaties & datasets
Activiteiten
Prijzen & Erkenningen
Octrooien
561
Resultaten
2026
3D activity reconstruction from angular gamma scanning via variational bayes : a proof of concept
Victor Jose Casas Molina
Eric Laloy
Bart Rogiers
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
APPLIED RADIATION AND ISOTOPES
2026
Combining magnetic resonance imaging and evoked potentials enhances machine learning prediction of multiple sclerosis disability worsening
Sofie Aerts
Lorin Werthen-Brabants
Hamza Khan
Diana L. Giraldo
Edward De Brouwer
Lotte Geys
Veronica Popescu
Jan Sijbers
Henry C. Woodruff
Tom Dhaene
et al.
A1
Artikel in een tijdschrift
in
FRONTIERS IN IMMUNOLOGY
2026
Composite delay-informed rational kernel for modeling of electrically long interconnects
Tekalegn Mezemr Yihune
Thijs Ullrick
Tom Dhaene
Dries Peumans
Domenico Spina
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS TECHNOLOGY LETTERS
2026
Context-aware deep learning for biomedical time series analysis
Karel Fonteyn
Dirk Deschrijver
Tom Dhaene
Proefschrift
2026
Data-driven hypothesis discovery from disease trajectories in multiple sclerosis
Niels Jodts
Lorin Werthen-Brabants
Sofie Aerts
Liesbet M. Peeters
Bart Van Wijmeersch
Charlotte Herzeel
Christel Meertens
Roel Wuyts
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
FRONTIERS IN IMMUNOLOGY
2026
Design of a fabrication-tolerant directional coupler via robust Bayesian optimization
Thijs Ullrick
Yichen Liu
Jixiang Qingy
Wim Bogaerts
Tom Dhaene
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2026
Gaussian process kernels for efficient sequential sampling of electromagnetic radiation on spherical surfaces
Yens Lindemans
Tim Claeys
Davy Pissoort
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION
2026
KARMA : kernel-aided rational macromodeling of noisy electrical frequency response data
Thijs Ullrick
Dirk Deschrijver
Wim Bogaerts
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2026
Trade-offs in Bayesian active learning for feasible region identification
Ioana Nikova
Sebastian Rojas Gonzalez
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
JOURNAL OF INTELLIGENT MANUFACTURING
2026
2025
A novel Kriging-assisted multi-objective optimisation method considering infeasibility ratio under input uncertainty
Hua Wei
Qi Zhou
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
JOURNAL OF ENGINEERING DESIGN
2025
Augmentation-free longitudinal modeling through structuring whitened embeddings
Karel Fonteyn
Lennert Bontinck
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
IEEE ACCESS
2025
Bayesian optimization of microwave filters : a physics-informed approach using the Szegö kernel
Yens Lindemans
Thijs Ullrick
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2025
CSD-AFNet : computationally efficient atrial fibrillation classification from ECGs using 2D causal strided dilated convolutions
Lennert Bontinck
Aranka Steyaert
Hongbing Chen
Tom Dhaene
Dirk Deschrijver
P1
Conferentie
2025
Data-efficient interactive multi-objective optimization using ParEGO
Arash Heidari
Sebastian Rojas Gonzalez
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2025
Dataset of observables for small modular lead-cooled fast reactor MOX spent nuclear fuel
Victor Jose Casas Molina
Pablo Romojaro
Gwennaelle Nourry
Gert van den Eynde
Luca Fiorito
Ivan Merino-Rodriguez
Tom Dhaene
Ivo Couckuyt
A2
Artikel in een tijdschrift
in
DATA IN BRIEF
2025
Deep learning-based event counting for apnea-hypopnea index estimation using recursive spiking neural networks
Lorin Werthen-Brabants
Yolanda Castillo-Escario
Willemijn Groenendaal
Raimon Jane
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
2025
Guided by uncertainty : adaptive frequency sampling using Gaussian processes
Thijs Ullrick
Yens Lindemans
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2025
Knee detection in Bayesian multiobjective optimization using Thompson sampling
Arash Heidari
Jixiang Qing
Sebastian Rojas Gonzalez
Juergen Branke
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
2025
Multi-objective optimization and active learning of multi-fidelity simulations
Hua Wei
Tom Dhaene
Ivo Couckuyt
Qi Zhou
Proefschrift
2025
Spectral bayesian optimization using a physics-informed rational Szego kernel for microwave design
Yens Lindemans
Thijs Ullrick
Ivo Couckuyt
Tim Pattyn
Dirk Deschrijver
Dries Vande Ginste
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2025
Strategies for feature-assisted development of topology agnostic planar antennas using variable-fidelity models
Adrian Bekasiewicz
Khadijeh Askaripour
Mariusz Dzwonkowski
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
JOURNAL OF COMPUTATIONAL SCIENCE
2025
The role of trustworthy and reliable AI for multiple sclerosis
Lorin Werthen-Brabants
Tom Dhaene
Dirk Deschrijver
A2
Artikel in een tijdschrift
in
FRONTIERS IN DIGITAL HEALTH
2025
Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems
Nicolas Ablanque
Nasrulloh Ratu Bagus Satrio Loka
Santiago Torras
Sriram Gurumurthy
Joaquim Rigola
Carles Oliet
Ivo Couckuyt
Tom Dhaene
Antonello Monti
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF REFRIGERATION
2025
Wavelength-tunable equivalent circuit models for SPICE-based photonic-electronic co-simulation
Thijs Ullrick
Dirk Deschrijver
Domenico Spina
Wim Bogaerts
Tom Dhaene
A1
Artikel in een tijdschrift
in
JOURNAL OF COMPUTATIONAL ELECTRONICS
2025
2024
Accurate post-processing of spatially-separated antenna measurements realized in non-anechoic environments
Adrian Bekasiewicz
Vorya Waladi
Tom Dhaene
Bartosz Czaplewski
P1
Conferentie
2024
Bayesian optimization of a collimated HPGe detector model for Segmented Gamma Scanning
Victor Jose Casas Molina
Eric Laloy
Bart Rogiers
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT
2024
Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design
Nasrulloh Ratu Bagus Satrio Loka
Mohamed Ibrahim
Ivo Couckuyt
Inneke Van Nieuwenhuyse
Tom Dhaene
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2024
Data-driven surrogate modeling for the flammability reduction system
Arash Heidari
Lorin Werthen-Brabants
Tom Dhaene
Ivo Couckuyt
C. Onur
P. Van Gils
I. Jojic
P1
Conferentie
2024
ECGencode : compact and computationally efficient deep learning feature encoder for ECG signals
Lennert Bontinck
Karel Fonteyn
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
EXPERT SYSTEMS WITH APPLICATIONS
2024
Evaluation of machine learning models for received signal strength based visible light positioning with obstacles
Jorik De Bruycker
Michiel De Wilde
Federico Garbuglia
Ioana Nikova
Ivo Couckuyt
Tom Dhaene
Nobby Stevens
P1
Conferentie
2024
Globalized trust-region optimization : an unassuming approach
Yens Lindemans
A. Bekasiewicz
Ivo Couckuyt
Tom Dhaene
C1
Conferentie
2024
Improving features for multiple sclerosis disability progression prediction through temporal alignment of hospital visits
Karel Fonteyn
Tom Dhaene
Dirk Deschrijver
P1
Conferentie
2024
Lower confidence bound for preference selection in interactive multi-objective optimization
Arash Heidari
Sebastian Rojas Gonzalez
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2024
Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study
Edward De Brouwer
Thijs Becker
Lorin Werthen-Brabants
Pieter Dewulf
Dimitrios Iliadis
Cathérine Dekeyser
Guy Laureys
Bart Van Wijmeersch
Veronica Popescu
Tom Dhaene
et al.
A2
Artikel in een tijdschrift
in
PLOS DIGITAL HEALTH
2024
Miniaturization-oriented design of spline-parameterized UWB antenna for in-door positioning applications
Adrian Bekasiewicz
Tom Dhaene
Ivo Couckuyt
Jacek Litka
P1
Conferentie
2024
Modeling microwave S-parameters using frequency-scaled rational Gaussian process kernels
Thijs Ullrick
Dirk Deschrijver
Wim Bogaerts
Tom Dhaene
P1
Conferentie
2024
Multi-objective constrained robust design of a metamaterial vibration isolator with a limited budget
Hua Wei
Qi Zhou
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
JOURNAL OF ENGINEERING DESIGN
2024
Optimized data transmission for radar-based edge-cloud human activity recognition via quantization
Victor Tuytte
Arash Heidari
Lorin Werthen-Brabants
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2024
Optimizing memory footprint for radar-based human activity recognition on resource-constrained devices
Arash Heidari
Lorin Werthen-Brabants
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2024
Specification-oriented automatic design of topologically agnostic antenna structure
Adrian Bekasiewicz
Mariusz Dzwonkowski
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2024
Surrogate-assisted evolutionary algorithm for the calibration of distributed hydrological models based on two-dimensional shallow water equations
Juan Fernando Farfán Durán
Arash Heidari
Tom Dhaene
Ivo Couckuyt
Luis Cea
A1
Artikel in een tijdschrift
in
WATER
2024
TR-based antenna design with forward FD : the effects of step size on the optimization performance
Adrian Bekasiewicz
Slawomir Koziel
Tom Dhaene
Marcin Narloch
P1
Conferentie
2024
2023
A robust multi-objective Bayesian optimization framework considering input uncertainty
Jixiang Qing
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
JOURNAL OF GLOBAL OPTIMIZATION
2023
Bayesian active learning for engineering design and optimization under uncertainty
Jixiang Qing
Tom Dhaene
Ivo Couckuyt
Proefschrift
2023
Bayesian active learning for modeling and optimization of microwave devices
Federico Garbuglia
Tom Dhaene
Dirk Deschrijver
Proefschrift
2023
Bayesian optimization for engineering design and process optimization
Nasrulloh Ratu Bagus Satrio Loka
Tom Dhaene
Ivo Couckuyt
Inneke Van Nieuwenhuyse
Sebastian Rojas Gonzales
Proefschrift
2023
Bayesian optimization for microwave devices using deep GP spectral surrogate models
Federico Garbuglia
Domenico Spina
Dirk Deschrijver
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2023
Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions
Nasrulloh Ratu Bagus Satrio Loka
Ivo Couckuyt
Federico Garbuglia
Domenico Spina
Inneke Van Nieuwenhuyse
Tom Dhaene
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2023
Comparator model for detecting changes in the ease of breathing of COPD patients
Thomas Kok
W. Groenendaal
S. Blanco-Almazan
L. Lijnen
C. Smeets
D. Ruttens
J. Morales
Tom Dhaene
Femke Ongenae
Sofie Van Hoecke
et al.
C1
Conferentie
2023
Cost-aware active learning for feasible region identification
Ioana Nikova
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2023
Machine learning with radar sensors for smart healthcare
Geethika Bhavanasi
Tom Dhaene
Ivo Couckuyt
Proefschrift
2023
Modeling and co-simulation framework for multi-wavelength photonic integrated circuits : a wideband complex vector fitting approach
Thijs Ullrick
Dirk Deschrijver
Wim Bogaerts
Tom Dhaene
C1
Conferentie
2023
Modeling electrically long interconnects using physics-informed delayed gaussian processes
Federico Garbuglia
Torsten Reuschel
Christian Schuster
Dirk Deschrijver
Tom Dhaene
Domenico Spina
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2023
Modeling S-parameters of interconnects using periodic Gaussian process kernels
Federico Garbuglia
Domenico Spina
Torsten Reuschel
Christian Schuster
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2023
On the role of Bayesian learning for electronic design automation : a survey
Federico Garbuglia
Dirk Deschrijver
Tom Dhaene
A2
Artikel in een tijdschrift
in
IEEE ELECTROMAGNETIC COMPATIBILITY MAGAZINE
2023
Open-set patient activity recognition with radar sensors and deep learning
Geethika Bhavanasi
Lorin Werthen-Brabants
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS
2023
Quantifying uncertainty and improving reliability of time-series based deep learning models
Lorin Werthen-Brabants
Dirk Deschrijver
Tom Dhaene
Proefschrift
2023
Reliable assessment of uncertainty for appliance recognition in NILM using conformal prediction
Lorin Werthen-Brabants
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2023
Wideband complex vector fitting for modeling time delay variations in passive photonic filters
Thijs Ullrick
Dirk Deschrijver
Wim Bogaerts
Tom Dhaene
P1
Conferentie
2023
Wideband parametric baseband macromodeling of linear and passive photonic circuits via complex vector fitting
Thijs Ullrick
Domenico Spina
Wim Bogaerts
Tom Dhaene
A1
Artikel in een tijdschrift
in
SCIENTIFIC REPORTS
2023
{PF}²ES : parallel feasible pareto frontier entropy search for multi-objective Bayesian optimization
Jixiang Qing
Henry B. Moss
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2023
2022
A robust Bayesian optimization framework for microwave circuit design under uncertainty
Duygu De Witte
Jixiang Qing
Ivo Couckuyt
Tom Dhaene
Dries Vande Ginste
Domenico Spina
A1
Artikel in een tijdschrift
in
ELECTRONICS
2022
Adaptive sampling with automatic stopping for feasible region identification in engineering design
Jixiang Qing
Nicolas Knudde
Federico Garbuglia
Domenico Spina
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2022
Bayesian active learning for radiation pattern sampling over cylindrical surfaces
Federico Garbuglia
Tim Claeys
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2022
Bayesian active learning for received signal strength-based visible light positioning
Federico Garbuglia
Willem Raes
Jorik De Bruycker
Nobby Stevens
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE PHOTONICS JOURNAL
2022
Data-efficient feasible region identification for engineering design
Ioana Nikova
Ivo Couckuyt
Tom Dhaene
C3
Conferentie
2022
Deep learning techniques for digital satellite communications
Federico Garbuglia
Tom Dhaene
Domenico Spina
Hoofdstuk in een boek
in
Applications of deep learning in electromagnetics : teaching Maxwell's equations to machines
2022
Finding knees in Bayesian multi-objective optimization
Arash Heidari
Jixiang Qing
Sebastian Rojas Gonzalez
Jürgen Branke
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2022
Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study
Edward De Brouwer
Thijs Becker
Lorin Werthen-Brabants
Pieter Dewulf
Dimitrios Iliadis
Cathérine Dekeyser
Guy Laureys
Bart Van Wijmeersch
Veronica Popescu
Tom Dhaene
et al.
Preprint
2022
Multi-objective optimization : which solution do you prefer?
Arash Heidari
Tom Dhaene
Ivo Couckuyt
C3
Conferentie
2022
Patient activity recognition using radar sensors and machine learning
Geethika Bhavanasi
Lorin Werthen-Brabants
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
NEURAL COMPUTING & APPLICATIONS
2022
Quantifying uncertainty in real time with split BiRNN for radar human activity recognition
Lorin Werthen-Brabants
Geethika Bhavanasi
Ivo Couckuyt
Tom Dhaene
Dirk Deschrijver
P1
Conferentie
2022
S-parameter modeling and optimization using deep Gaussian processes
Federico Garbuglia
Domenico Spina
Dirk Deschrijver
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2022
Spectral representation of robustness measures for optimization under input uncertainty
Jixiang Qing
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2022
SPICE-compatible equivalent circuit models for accurate time-domain simulations of passive photonic integrated circuits
Yinghao Ye
Thijs Ullrick
Wim Bogaerts
Tom Dhaene
Domenico Spina
A1
Artikel in een tijdschrift
in
JOURNAL OF LIGHTWAVE TECHNOLOGY
2022
Split BiRNN for real-time activity recognition using radar and deep learning
Lorin Werthen-Brabants
Geethika Bhavanasi
Ivo Couckuyt
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
SCIENTIFIC REPORTS
2022
Surrogate modelling of dynamic phasor simulations of electrical drives
Nasrulloh Ratu Bagus Satrio Loka
Sriram Karthik Gurumurthy
Bernard Amevor
Antonello Monti
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2022
Tailoring radar-based patient monitoring models to real-life needs using utility maximization
Louis Vincent-De Sloover
Lorin Werthen-Brabants
Geethika Bhavanasi
Tom Dhaene
Ivo Couckuyt
P1
Conferentie
2022
Towards accurate processing-structure-property links using deep learning
Michiel Larmuseau
Koenraad Theuwissen
Kurt Lejaeghere
Lode Duprez
Tom Dhaene
Stefaan Cottenier
A1
Artikel in een tijdschrift
in
SCRIPTA MATERIALIA
2022
Uncertainty quantification for appliance recognition in non-intrusive load monitoring using Bayesian deep learning
Lorin Werthen-Brabants
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
ENERGY AND BUILDINGS
2022
2021
Bayesian active learning for multi-objective feasible region identification in microwave devices
Federico Garbuglia
Jixiang Qing
Nicolas Knudde
Domenico Spina
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2021
Chapter 10 : Mixed epistemic-aleatory uncertainty using a new polynomial chaos formulation combined with machine learning
Domenico Spina
Tom Dhaene
Flavia Grassi
Hoofdstuk in een boek
in
Uncertainty quantification of electromagnetic devices, circuits, and systems
2021
Complex vector fitting toolbox : a software package for the modelling and simulation of general linear and passive baseband systems
Domenico Spina
Yinghao Ye
Dirk Deschrijver
Wim Bogaerts
Tom Dhaene
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2021
Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification
Roberto Medico
Joeri Ruyssinck
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
ADVANCES IN DATA ANALYSIS AND CLASSIFICATION
2021
Machine learning for microstructure analysis of steel
Michiel Larmuseau
Stefaan Cottenier
Tom Dhaene
Lode Duprez
Proefschrift
2021
Machine learning-based characterization of SNR in digital satellite communication links
Brecht Dhuyvetters
Daniel Delaruelle
Hendrik Rogier
Tom Dhaene
Dries Vande Ginste
Domenico Spina
P1
Conferentie
2021
Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity
Quan Lin
Jiexiang Hu
Qi Zhou
Yuansheng Cheng
Zhen Hu
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
KNOWLEDGE-BASED SYSTEMS
2021
Race against the machine : can deep learning recognize microstructures as well as the trained human eye?
Michiel Larmuseau
Michael Sluydts
Koenraad Theuwissen
Lode Duprez
Tom Dhaene
Stefaan Cottenier
A1
Artikel in een tijdschrift
in
SCRIPTA MATERIALIA
2021
2020
A Bayesian optimisation procedure for estimating optimal trajectories in electromagnetic compliance testing
Rémi Delanghe
Tom Van Steenkiste
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2020
A machine learning-based epistemic modeling framework for EMC and SI assessment
Duygu De Witte
Simon De Ridder
Domenico Spina
Tom Dhaene
Hendrik Rogier
Dries Vande Ginste
Flavia Grassi
P1
Conferentie
2020
A set based design method using bayesian active learning
K. Shintani
T. Sugai
J. Ishizaki
Nicolas Knudde
Ivo Couckuyt
Tom Dhaene
C1
Conferentie
2020
A voltage and current measurement dataset for plug load appliance identification in households
Roberto Medico
Leen De Baets
Jingkun Gao
Suman Giri
Emre Kara
Tom Dhaene
Chris Develder
Mario Berges
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
SCIENTIFIC DATA
2020
Automated framework for time-domain piecewise-linear fitting method based on digital wave processing of $S$-parameters
Piero Belforte
Domenico Spina
Luigi Lombardi
Giulio Antonini
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
2020
Batch Bayesian active learning for feasible region identification by local penalization
Jixiang Qing
Nicolas Knudde
Ivo Couckuyt
Tom Dhaene
Kohei Shintani
P1
Conferentie
2020
Bayesian active learning for electromagnetic structure design
Jixiang Qing
Nicolas Knudde
Ivo Couckuyt
Domenico Spina
Tom Dhaene
P1
Conferentie
2020
Compact representations of microstructure images using triplet networks
Michiel Larmuseau
Michael Sluydts
Koenraad Theuwissen
Lode Duprez
Tom Dhaene
Stefaan Cottenier
A1
Artikel in een tijdschrift
in
NPJ COMPUTATIONAL MATERIALS
2020
Data-efficient Gaussian process regression for accurate visible light positioning
Nicolas Knudde
Willem Raes
Jorik De Bruycker
Tom Dhaene
Nobby Stevens
A1
Artikel in een tijdschrift
in
IEEE COMMUNICATIONS LETTERS
2020
Evaluation of generative modeling techniques for frequency responses
Federico Garbuglia
Domenico Spina
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2020
Experimental evaluation of machine learning methods for robust received signal strength-based visible light positioning
Willem Raes
Nicolas Knudde
Jorik De Bruycker
Tom Dhaene
Nobby Stevens
A1
Artikel in een tijdschrift
in
SENSORS
2020
Fast characterization of input-output behavior of non-charge-based logic devices by machine learning
Arun Kaintura
Kyle Powers Foss
Odysseas Zografos
Ivo Couckuyt
Adrien Vaysset
Tom Dhaene
Bart Soree
A1
Artikel in een tijdschrift
in
ELECTRONICS
2020
Gaussian processes for modelling and optimization of engineering systems
Nicolas Knudde
Tom Dhaene
Ivo Couckuyt
Proefschrift
2020
Hierarchical Gaussian process models for improved metamodeling
Nicolas Knudde
Vincent Dutordoir
Joachim van der Herten
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION
2020
Indoor human activity recognition using high-dimensional sensors and deep neural networks
Baptist Vandersmissen
Nicolas Knudde
Azarakhsh Jalalvand
Ivo Couckuyt
Tom Dhaene
Wesley De Neve
A1
Artikel in een tijdschrift
in
NEURAL COMPUTING & APPLICATIONS
2020
Interpretable epilepsy detection in routine, interictal EEG data using deep learning
Thomas Uyttenhove
Aren Maes
Tom Van Steenkiste
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2020
Machine learning for time-series analysis in health care
Tom Van Steenkiste
Tom Dhaene
Dirk Deschrijver
Proefschrift
2020
Machine learning-based detection of anomalous and discriminative patterns in time-series data
Roberto Medico
Tom Dhaene
Dirk Deschrijver
Proefschrift
2020
Machine learning-based hybrid random-fuzzy modeling framework for antenna design
Duygu De Witte
Simon De Ridder
Domenico Spina
Ivo Couckuyt
Flavia Grassi
Tom Dhaene
Hendrik Rogier
Dries Vande Ginste
P1
Conferentie
2020
Machine-learning-based hybrid random-fuzzy uncertainty quantification for EMC and SI assessment
Simon De Ridder
Domenico Spina
Nicola Toscani
Flavia Grassi
Dries Vande Ginste
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2020
Multi-objective Bayesian optimization for engineering simulation
Joachim van der Herten
Nicolas Knudde
Ivo Couckuyt
Tom Dhaene
Hoofdstuk in een boek
in
High-performance simulation-based optimization
2020
Multi-objective optimization of a wing fence on an unmanned aerial vehicle using surrogate-derived gradients
Jolan Wauters
Ivo Couckuyt
Nicolas Knudde
Tom Dhaene
Joris Degroote
A1
Artikel in een tijdschrift
in
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
2020
Portable detection of apnea and hypopnea events using bio-impedance of the chest and deep learning
Tom Van Steenkiste
Willemijn Groenendaal
Pauline Dreesen
Seulki Lee
Susie Klerkx
Ruben de Francisco
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
2020
Sensor fusion using backward shortcut connections for sleep apnea detection in multi-modal data
Tom Van Steenkiste
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2020
Statistical modeling of frequency responses using linear Bayesian vector fitting
Simon De Ridder
Dirk Deschrijver
Domenico Spina
Dries Vande Ginste
Tom Dhaene
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2020
2019
A Bayesian approach to adaptive frequency sampling
Simon De Ridder
Dirk Deschrijver
Domenico Spina
Tom Dhaene
Dries Vande Ginste
P1
Conferentie
2019
A study of early sepsis detection models based on multivariate medical time series
Aren Maes
Tom Van Steenkiste
Tom Dhaene
Dirk Deschrijver
C3
Conferentie
2019
Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks
Tom Van Steenkiste
Joeri Ruyssinck
Leen De Baets
Johan Decruyenaere
Filip De Turck
Femke Ongenae
Tom Dhaene
A1
Artikel in een tijdschrift
in
ARTIFICIAL INTELLIGENCE IN MEDICINE
2019
Active learning for feasible region discovery
Nicolas Knudde
Ivo Couckuyt
Kohei Shintani
Tom Dhaene
C1
Conferentie
2019
Adaptive frequency sampling using linear Bayesian vector fitting
Simon De Ridder
Dirk Deschrijver
Domenico Spina
Tom Dhaene
Dries Vande Ginste
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2019
ALBATROS : adaptive line-based sampling trajectories for sequential measurements
Tom Van Steenkiste
Joachim van der Herten
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2019
Automated sleep apnea detection in raw respiratory signals using long short-term memory neural networks
Tom Van Steenkiste
Willemijn Groenendaal
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
2019
Baseband macromodeling of linear photonic circuits for time-domain simulations
Yinghao Ye
Domenico Spina
Wim Bogaerts
Tom Dhaene
A1
Artikel in een tijdschrift
in
JOURNAL OF LIGHTWAVE TECHNOLOGY
2019
Bayesian optimization of MRI k-Space trajectories
Tom Van Steenkiste
Jan Aelterman
Hiep Luong
Dirk Deschrijver
Tom Dhaene
C3
Conferentie
2019
Behavioural models, parameter extraction and yield prediction for silicon photonic circuits
Yufei Xing
Wim Bogaerts
Tom Dhaene
Proefschrift
2019
Continuous exploitative measurement trajectories using Bayesian optimisation
Rémi Delanghe
Tom Van Steenkiste
Dirk Deschrijver
Tom Dhaene
C3
Conferentie
2019
Data-efficient machine learning for physics-based simulations
Arun Kaintura
Tom Dhaene
Ivo Couckuyt
Proefschrift
2019
Data-efficient sensitivity analysis with surrogate modeling
Tom Van Steenkiste
Joachim van der Herten
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2019
Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks
Leen De Baets
Chris Develder
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
2019
Disentangled variational auto-encoders for explaining ECG beat embeddings
Tom Van Steenkiste
Dirk Deschrijver
Tom Dhaene
C3
Conferentie
2019
Effective time-domain approach for the assessment of the stability characteristics and other non-linear effects of RF and microwave circuits
Leonardo Pantoli
Domenico Spina
Daniele Romano
Giulio Antonini
Giorgio Leuzzi
Tom Dhaene
A1
Artikel in een tijdschrift
in
IET MICROWAVES ANTENNAS & PROPAGATION
2019
Efficient time-domain modeling and simulation of passive bandpass systems
Yinghao Ye
Domenico Spina
Dirk Deschrijver
Wim Bogaerts
Tom Dhaene
P1
Conferentie
2019
Gaining insight in wind turbine drivetrain dynamics by means of automatic operational modal analysis combined with machine learning algorithms
Nicoletta Gioia
P. J. Daems
C. Peeters
P. Guillaume
J. Helsen
Roberto Medico
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2019
Generation of stochastic interconnect responses via gaussian process latent variable models
Simon De Ridder
Dirk Deschrijver
Paolo Manfredi
Tom Dhaene
Dries Vande Ginste
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2019
Interpretable ECG beat embedding using disentangled variational auto-encoders
Tom Van Steenkiste
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2019
Learning to forget : design of experiments for line-based Bayesian optimization in dynamic environments
Jens Jocqué
Tom Van Steenkiste
Pieter Stroobant
Rémi Delanghe
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2019
Machine learning based error detection in transient susceptibility tests
Roberto Medico
Niels Lambrecht
Hugo Pues
Dries Vande Ginste
Dirk Deschrijver
Tom Dhaene
Domenico Spina
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2019
Machine learning based uncertainty quantification of passive microwave structures
Simon De Ridder
Dries Vande Ginste
Tom Dhaene
Proefschrift
2019
Machine-learning-based error detection and design optimization in signal integrity applications
Roberto Medico
Domenico Spina
Dries Vande Ginste
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2019
MFITS : Bayesian active learning with support for continuous fidelity parameters and variable cost
Nicolas Knudde
Ivo Couckuyt
Tom Dhaene
C1
Conferentie
2019
Predicting yield of photonic circuits with wafer-scale fabrication variability
Wim Bogaerts
Yufei Xing
Yinghao Ye
Umar Khan
Jiaxing Dong
Joris Geessels
Martin Fiers
Domenico Spina
Tom Dhaene
P1
Conferentie
2019
SEGOLS : a line-based sequential sampling strategy for efficient design space exploration and optimization
Rémi Delanghe
Tom Van Steenkiste
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2019
Time-domain analysis of RF and microwave autonomous circuits by vector fitting-based approach
Leonardo Pantoli
Domenico Spina
Daniele Romano
Giulio Antonini
Giorgio Leuzzi
Tom Dhaene
P1
Conferentie
2019
Time-domain characterization of photonic integrated filters subject to fabrication variations
Yinghao Ye
Mi Wang
Domenico Spina
Wim Bogaerts
Tom Dhaene
A1
Artikel in een tijdschrift
in
JOURNAL OF LIGHTWAVE TECHNOLOGY
2019
Time-domain compact macromodeling of linear photonic circuits via complex vector fitting
Yinghao Ye
Domenico Spina
Dirk Deschrijver
Wim Bogaerts
Tom Dhaene
A1
Artikel in een tijdschrift
in
PHOTONICS RESEARCH
2019
Time-domain macromodeling and variability analysis of electronic and photonic circuits
Yinghao Ye
Tom Dhaene
Wim Bogaerts
Proefschrift
2019
Transferability of deep learning based sleep apnea detection models
Tom Van Steenkiste
Dirk Deschrijver
Tom Dhaene
C3
Conferentie
2019
2018
A generative modeling framework for statistical link analysis based on sparse data
Simon De Ridder
Paolo Manfredi
Jan De Geest
Dirk Deschrijver
Daniël De Zutter
Tom Dhaene
Dries Vande Ginste
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2018
Appliance classification using VI trajectories and convolutional neural networks
Leen De Baets
Joeri Ruyssinck
Chris Develder
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
ENERGY AND BUILDINGS
2018
Autoencoding density-based anomaly detection for signal integrity applications
Roberto Medico
Domenico Spina
Dries Vande Ginste
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2018
Automated assessment of bone age using deep learning and Gaussian process regression
Tom Van Steenkiste
Joeri Ruyssinck
Olivier Janssens
Baptist Vandersmissen
Florian Vandecasteele
PIETER DEVOLDER
Eric Achten
Sofie Van Hoecke
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2018
Comprehensive and modular stochastic modeling framework for the variability-aware assessment of Signal Integrity in high-speed links
Yinghao Ye
Domenico Spina
Paolo Manfredi
Dries Vande Ginste
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2018
Data-efficient bayesian optimization with constraints for power amplifier design
Nicolas Knudde
Ivo Couckuyt
Domenico Spina
K. Lukasik
P. Barmuta
D. Schreurs
Tom Dhaene
P1
Conferentie
2018
Fast and accurate time-domain simulation of passive photonic systems
Yinghao Ye
Domenico Spina
Yufei Xing
Wim Bogaerts
Tom Dhaene
C1
Conferentie
2018
From parameter extraction, variability models to yield prediction
Yufei Xing
Jiaxing Dong
Umar Khan
Yinghao Ye
Domenico Spina
Tom Dhaene
Wim Bogaerts
C1
Conferentie
2018
Indoor person identification using a low-power FMCW radar
Baptist Vandersmissen
Nicolas Knudde
Azarakhsh Jalalvand
Ivo Couckuyt
Andre Bourdoux
Wesley De Neve
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
2018
Learning Multivariate Shapelets with Multi-Layer Neural Networks
Roberto Medico
Joeri Ruyssinck
Dirk Deschrijver
Tom Dhaene
C3
Conferentie
2018
Machine learning for fast characterization of magnetic logic devices
Arun Kaintura
Kyle Powers Foss
Ivo Couckuyt
Tom Dhaene
Odysseas Zografos
Adrien Vaysset
Bart Soree
P1
Conferentie
2018
Machine learning for non-intrusive load monitoring
Leen De Baets
Tom Dhaene
Chris Develder
Proefschrift
2018
Numerical modeling of a linear photonic system for accurate and efficient time-domain simulations
Yinghao Ye
Domenico Spina
Yufei Xing
Wim Bogaerts
Tom Dhaene
A1
Artikel in een tijdschrift
in
PHOTONICS RESEARCH
2018
Parameterized macromodeling of stochastic linear systems for frequency- and time-domain variability analysis
Yinghao Ye
Domenico Spina
G. Antonini
Tom Dhaene
P1
Conferentie
2018
Review of polynomial chaos-based methods for uncertainty quantification in modern integrated circuits
Arun Kaintura
Tom Dhaene
Domenico Spina
A1
Artikel in een tijdschrift
in
ELECTRONICS
2018
Sequential sensitivity analysis of expensive black-box simulators with metamodelling
Tom Van Steenkiste
Joachim van der Herten
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
APPLIED MATHEMATICAL MODELLING
2018
Structured inference networks using high-dimensional sensors for surveillance purposes
Vincent Polfliet
Nicolas Knudde
Baptist Vandersmissen
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2018
Systematic comparison of respiratory signals for the automated detection of sleep apnea
Tom Van Steenkiste
W. Groenendaal
Joeri Ruyssinck
P. Dreesen
S. Klerkx
C. Smeets
R. de Francisco
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2018
VI-based appliance classification using aggregated power consumption data
Leen De Baets
Tom Dhaene
Dirk Deschrijver
Mario Berges
Chris Develder
P1
Conferentie
2018
2017
A Kriging and stochastic collocation ensemble for uncertainty quantification in engineering applications
Arun Kaintura
Domenico Spina
Ivo Couckuyt
Luc Knockaert
Wim Bogaerts
Tom Dhaene
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2017
A novel generative stochastic model for high-speed interconnection links
Simon De Ridder
Paolo Manfredi
Jan De Geest
Tom Dhaene
Daniël De Zutter
Dries Vande Ginste
C1
Conferentie
2017
A novel parametric macromodeling technique for electromagnetic structures with propagation delays
M. Sgueglia
A. Sorrentino
M. de Magistris
Domenico Spina
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2017
A sequential sampling strategy for adaptive classification of computationally expensive data
Prashant Singh
Joachim van der Herten
Dirk Deschrijver
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
2017
Automated classification of appliances using elliptical fourier descriptors
Leen De Baets
Chris Develder
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2017
Comprehensive feature selection for appliance classification in NILM
Nasrin Sadeghianpourhamami
Joeri Ruyssinck
Dirk Deschrijver
Tom Dhaene
Chris Develder
A1
Artikel in een tijdschrift
in
ENERGY AND BUILDINGS
2017
Constrained multi-objective antenna design optimization using surrogates
Prashant Singh
Marco Rossi
Ivo Couckuyt
Dirk Deschrijver
Hendrik Rogier
Tom Dhaene
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2017
Data-efficient machine learning for design and optimisation of complex systems
Joachim van der Herten
Tom Dhaene
Ivo Couckuyt
Proefschrift
2017
Deep Gaussian process metamodeling of sequentially sampled non-stationary response surfaces
Vincent Dutordoir
Nicolas Knudde
Joachim van der Herten
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2017
Development of machine learning techniques for flow cytometry data
Sofie Van Gassen
Tom Dhaene
Yvan Saeys
Proefschrift
2017
Electric vehicle use in public fleets : the case of the Genoa University
F. Foiadelli
M. Longo
F. Delfino
S. Bracco
Domenico Spina
Tom Dhaene
P1
Conferentie
2017
Gaussian processes for history-matching : application to an unconventional gas reservoir
Hamidreza Hamdi
Ivo Couckuyt
Mario Costa Sousa
Tom Dhaene
A1
Artikel in een tijdschrift
in
COMPUTATIONAL GEOSCIENCES
2017
GPflowOpt : a bayesian optimization library using tensorflow
Nicolas Knudde
Joachim van der Herten
Tom Dhaene
Ivo Couckuyt
C1
Conferentie
2017
Handling imbalance in an extended PLAID
Leen De Baets
G. Jingkun
Chris Develder
Tom Dhaene
M. Berges
Dirk Deschrijver
P1
Conferentie
2017
Indoor tracking of multiple persons with a 77 GHz MIMO FMCW radar
Nicolas Knudde
Baptist Vandersmissen
K. Parashar
Ivo Couckuyt
Azarakhsh Jalalvand
A Bourdoux
Wesley De Neve
Tom Dhaene
P1
Conferentie
2017
Machine learning for biological network inference
Joeri Ruyssinck
Tom Dhaene
Yvan Saeys
Proefschrift
2017
Measurement uncertainty propagation in transistor model parameters via polynomial chaos expansion
Alessandra Petrocchi
Arun Kaintura
Gustavo Avolio
Domenico Spina
Tom Dhaene
Antonio Raffo
Dominique MM-P Schreurs
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2017
Multi-objective geometry optimization of a gas cyclone using triple-fidelity co-kriging surrogate models
Prashant Singh
Ivo Couckuyt
Khairy Elsayed
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
2017
Multi-objective optimization of reflector antennas using kriging and probability of improvement
Dirk I. L. de Villiers
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2017
On the Bayesian optimization and robustness of event detection methods in NILM
Leen De Baets
Joeri Ruyssinck
Chris Develder
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
ENERGY AND BUILDINGS
2017
Optimized statistical test for event detection in non-intrusive load monitoring
Leen De Baets
Joeri Ruyssinck
Chris Develder
Tom Dhaene
Dirk Deschrijver
P1
Conferentie
2017
Parametric macromodeling of integrated inductors for RF circuit design
F Passos
Yinghao Ye
Domenico Spina
E Roca
R Castro-Lopez
Tom Dhaene
FV Fernandez
A1
Artikel in een tijdschrift
in
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS
2017
Polynomial chaos-based macromodeling of general linear multiport systems for time-domain analysis
Domenico Spina
Tom Dhaene
Luc Knockaert
Giulio Antonini
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2017
Surrogate modeling based cognitive decision engine for optimization of WLAN performance
David Plets
Krishnan Chemmangat
Dirk Deschrijver
Michael Mehari
Selvakumar Ulaganathan
Mostafa Pakparvar
Tom Dhaene
Jeroen Hoebeke
Ingrid Moerman
Emmeric Tanghe
A1
Artikel in een tijdschrift
in
WIRELESS NETWORKS
2017
Surrogate modeling with sequential design for design and analysis of electronic systems
Joachim van der Herten
Vincent Dutordoir
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2017
Surrogate modelling with sequential design for expensive simulation applications
Joachim van der Herten
Tom Van Steenkiste
Ivo Couckuyt
Tom Dhaene
Hoofdstuk in een boek
in
Computer simulation
2017
Time-domain variability analysis of general linear systems terminated with nonlinear devices
Yinghao Ye
Domenico Spina
Paolo Manfredi
Dries Vande Ginste
Tom Dhaene
P1
Conferentie
2017
2016
A benchmark for evaluation of algorithms for identification of cellular correlates of clinical outcomes
N Aghaeepour
P Chattopadhyay
M Chikina
Tom Dhaene
Sofie Van Gassen
M Kursa
Bart Lambrecht
M Malek
GJ McLachlan
Y Qian
et al.
A1
Artikel in een tijdschrift
in
CYTOMETRY PART A
2016
A comparative study of kriging variants for the optimization of a turbomachinery system
Sayed Ahmed Imran Bellary
Abdus Samad
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2016
A hybrid adaptive sampling algorithm for obtaining reduced order models for systems with frequency dependent state-space matrices
Elizabeth Rita Samuel
Francesco Ferranti
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2016
A hybrid sequential sampling based metamodelling approach for high dimensional problems
Selvakumar Ulaganathan
Ivo Couckuyt
Tom Dhaene
Eric Laermans
Joris Degroote
P1
Conferentie
2016
A novel methodology to create generative statistical models of interconnects
Simon De Ridder
Paolo Manfredi
Jan De Geest
Tom Dhaene
Daniël De Zutter
Dries Vande Ginste
P1
Conferentie
2016
A structure and design of novel compact UWB slot antenna
A Bekasiewicz
S Koziel
Tom Dhaene
P1
Conferentie
2016
Active learning for approximation of expensive functions with normal distributed output uncertainty
Joachim van der Herten
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2016
Adaptive classification under computational budget constraints using sequential data gathering
Joachim van der Herten
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
ADVANCES IN ENGINEERING SOFTWARE
2016
Adaptive initial step size selection for simultaneous perturbation stochastic approximation
Keiichi Ito
Tom Dhaene
A1
Artikel in een tijdschrift
in
SPRINGERPLUS
2016
Adaptive modeling and sampling methodologies for Internet of Things applications
Joachim van der Herten
Ivo Couckuyt
Dirk Deschrijver
Piet Demeester
Tom Dhaene
P1
Conferentie
2016
Building accurate radio environment maps from multi-fidelity spectrum sensing data
Selvakumar Ulaganathan
Dirk Deschrijver
Mostafa Pakparvar
Ivo Couckuyt
Wei Liu
David Plets
Wout Joseph
Tom Dhaene
Luc Martens
Ingrid Moerman
A1
Artikel in een tijdschrift
in
WIRELESS NETWORKS
2016
Cepstrum analysis applied on event detection in NILM
Leen De Baets
Joeri Ruyssinck
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2016
Comparison study of PC and kriging based surrogate modeling
Arun Kaintura
Domenico Spina
Ivo Couckuyt
Tom Dhaene
C3
Conferentie
2016
Data-driven model based design and analysis of antenna structures
Selvakumar Ulaganathan
Slawomir Koziel
Adrian Bekasiewicz
Ivo Couckuyt
Eric Laermans
Tom Dhaene
A1
Artikel in een tijdschrift
in
IET MICROWAVES ANTENNAS & PROPAGATION
2016
Design of experiments for model-based optimization
Prashant Singh
Tom Dhaene
Dirk Deschrijver
Proefschrift
2016
Design space exploration using self-organizing map based adaptive sampling
Keiichi Ito
Ivo Couckuyt
Roberto d'Ippolito
Tom Dhaene
A1
Artikel in een tijdschrift
in
APPLIED SOFT COMPUTING
2016
Early detection of positive blood cultures using recurrent neural networks on time series data
Thomas Peiffer
Joeri Ruyssinck
Johan Decruyenaere
Filip De Turck
Femke Ongenae
Tom Dhaene
C1
Conferentie
2016
Efficient identification of a multi-objective pareto front on a wireless experimentation facility
Michael Mehari
Eli De Poorter
Ivo Couckuyt
Dirk Deschrijver
Günter Vermeeren
David Plets
Wout Joseph
Luc Martens
Tom Dhaene
Ingrid Moerman
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
2016
Energy flexibility assessment of an industrial coldstore process
Joachim van der Herten
Frederick Depuydt
Leen De Baets
Dirk Deschrijver
Matthias Strobbe
Chris Develder
Tom Dhaene
R Bruneliere
J-W Rombouts
P1
Conferentie
2016
Event detection in NILM using Cepstrum smoothing
Leen De Baets
Joeri Ruyssinck
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2016
Feature and model type selection using multi-objective optimization for AutoML
Joachim van der Herten
Tom Dhaene
C1
Conferentie
2016
FloReMi : flow density survival regression using minimal feature redundancy
Sofie Van Gassen
Celine Vens
Tom Dhaene
Bart Lambrecht
Yvan Saeys
A1
Artikel in een tijdschrift
in
CYTOMETRY PART A
2016
Frequency-dependent parameterized macromodeling of integrated inductors
F Passos
E Roca
R Castro-Lopez
FV Fernandez
Yinghao Ye
Domenico Spina
Tom Dhaene
P1
Conferentie
2016
High dimensional Kriging metamodelling utilising gradient information
Selvakumar Ulaganathan
Ivo Couckuyt
Tom Dhaene
Joris Degroote
Eric Laermans
A1
Artikel in een tijdschrift
in
APPLIED MATHEMATICAL MODELLING
2016
Hypervolume-based multi-objective bayesian optimization with student-t processes
Joachim van der Herten
Ivo Couckuyt
Tom Dhaene
C1
Conferentie
2016
Longitudinal stability augmentation of seaplanes in planing
Keiichi Ito
Tom Dhaene
Y Hirakawa
T Hirayama
T Sakurai
A1
Artikel in een tijdschrift
in
JOURNAL OF AIRCRAFT
2016
Low-cost surrogate models for microwave filters
Natalia Leszczynska
Ivo Couckuyt
Tom Dhaene
Michal Mrozowski
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2016
Machine learning challenges for single cell data
Sofie Van Gassen
Tom Dhaene
Yvan Saeys
P1
Conferentie
2016
Macromodeling of general linear systems under stochastic variations
Yinghao Ye
Domenico Spina
Tom Dhaene
Luc Knockaert
Giulio Antonini
P1
Conferentie
2016
Measurement-based wireless network planning, monitoring, and reconfiguration solution for robust radio communications in indoor factories
Xu Gong
Jens Trogh
Quentin Braet
Emmeric Tanghe
David Plets
Prashant Singh
Jeroen Hoebeke
Dirk Deschrijver
Tom Dhaene
Luc Martens
et al.
A1
Artikel in een tijdschrift
in
IET SCIENCE MEASUREMENT & TECHNOLOGY
2016
Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design
Joachim van der Herten
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2016
Multipoint model order reduction for systems with delays
Elizabeth Rita Samuel
Dirk Deschrijver
Francesco Ferranti
Luc Knockaert
Tom Dhaene
P1
Conferentie
2016
Multipoint model order reduction using reflective exploration
Elizabeth Rita Samuel
Luc Knockaert
Tom Dhaene
P1
Conferentie
2016
Netter: re-ranking gene network inference predictions using structural network properties
Joeri Ruyssinck
Piet Demeester
Tom Dhaene
Yvan Saeys
A1
Artikel in een tijdschrift
in
BMC BIOINFORMATICS
2016
Optimization of silicon photonic components using multi-fidelity simulations and co-kriging
P. Wahl
Ivo Couckuyt
C. Kremers
F. Demming
Tom Dhaene
Wim Bogaerts
C1
Conferentie
2016
Optimization-driven design of compact UWB MIMO antenna
A Bekasiewicz
S Koziel
Tom Dhaene
P1
Conferentie
2016
Parametric modeling of radiation patterns and scattering parameters of antennas
Ngoy Mutonkole
Elizabeth Rita Samuel
Dirk IL de Villiers
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION
2016
Performance study of gradient-enhanced Kriging
Selvakumar Ulaganathan
Ivo Couckuyt
Tom Dhaene
Joris Degroote
Eric Laermans
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2016
Positive blood culture detection in time series data using a BiLSTM network
Leen De Baets
Joeri Ruyssinck
Thomas Peiffer
Filip De Turck
Femke Ongenae
Tom Dhaene
Johan Decruyenaere
C1
Conferentie
2016
Random survival forests for predicting the bed occupancy in the intensive care unit
Joeri Ruyssinck
Joachim van der Herten
Rein Houthooft
Femke Ongenae
Ivo Couckuyt
Bram Gadeyne
Kirsten Colpaert
Johan Decruyenaere
Filip De Turck
Tom Dhaene
A1
Artikel in een tijdschrift
in
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE
2016
Rational modeling of multivariate multi-fidelity data
Elizabeth Rita Samuel
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
A. Cuyt
C1
Conferentie
2016
Sampling high-dimensional design spaces for analysis and optimization
Keiichi Ito
Tom Dhaene
Ivo Couckuyt
Proefschrift
2016
Scalable macromodelling methodology for the efficient design of microwave filters
Matthias Caenepeel
Krishnan Chemmangat Manakkal Cheriya
Francesco Ferranti
Yves Rolain
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
IET MICROWAVES ANTENNAS & PROPAGATION
2016
Sensitivity analysis of expensive black-box systems using metamodeling
Tom Van Steenkiste
Joachim van der Herten
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2016
Shape optimization of a cyclone separator using multi-objective surrogate-based optimization
Prashant Singh
Ivo Couckuyt
Khairy Elsayed
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
APPLIED MATHEMATICAL MODELLING
2016
Stochastic collocation for device-level variability analysis in integrated photonics
Yufei Xing
Domenico Spina
Ang Li
Tom Dhaene
Wim Bogaerts
A1
Artikel in een tijdschrift
in
PHOTONICS RESEARCH
2016
Surrogate modeling for computer aided engineering design and optimization
Selvakumar Ulaganathan
Tom Dhaene
Eric Laermans
Proefschrift
2016
Variability analysis of device-level photonics using stochastic collocation (Conference Presentation)
Yufei Xing
Domenico Spina
Ang Li
Tom Dhaene
Wim Bogaerts
P1
Conferentie
2016
Variance-based interaction index measuring heteroscedasticity
Keiichi Ito
Ivo Couckuyt
S Poles
Tom Dhaene
A1
Artikel in een tijdschrift
in
COMPUTER PHYSICS COMMUNICATIONS
2016
2015
A fuzzy hybrid sequential design strategy for global surrogate modeling of high-dimensional computer experiments
Joachim van der Herten
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
SIAM JOURNAL ON SCIENTIFIC COMPUTING
2015
A matlab toolbox for kriging metamodelling
Selvakumar Ulaganathan
Ivo Couckuyt
Dirk Deschrijver
Eric Laermans
Tom Dhaene
P1
Conferentie
2015
Complex aggregates over clusters of elements
Celine Vens
Sofie Van Gassen
Tom Dhaene
Yvan Saeys
P1
Conferentie
2015
Computational inference of developmental chronology using flow cytometry data
Leen De Baets
Tom Dhaene
Yvan Saeys
C3
Conferentie
2015
Constructing classifiers of expensive simulation-based data by sequential experimental design
Joachim van der Herten
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2015
Cost-efficient modeling of antenna structures using Gradient Enhanced Kriging
Selvakumar Ulaganathan
S Koziel
A Bekasiewicz
Ivo Couckuyt
Eric Laermans
Tom Dhaene
P1
Conferentie
2015
Effective electrothermal analysis of electronic devices and systems with parameterized macromodeling
Francesco Ferranti
Alessandro Magnani
Vincenzo d'Alessandro
Salvatore Russo
Niccolo Rinaldi
Tom Dhaene
Massimiliano de Magistris
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2015
Efficient global optimization of multi-parameter network problems on wireless testbeds
Michael Mehari
Eli De Poorter
Ivo Couckuyt
Dirk Deschrijver
Jono Vanhie-Van Gerwen
Daan Pareit
Tom Dhaene
Ingrid Moerman
A1
Artikel in een tijdschrift
in
AD HOC NETWORKS
2015
Fast design optimization of UWB antenna with WLAN Band-Notch
S Koziel
A Bekasiewicz
Selvakumar Ulaganathan
Tom Dhaene
P1
Conferentie
2015
Fast hybrid sequential design for high-dimensional surrogate modeling
Joachim van der Herten
Tom Dhaene
C3
Conferentie
2015
FlowSOM: using self-organizing maps for visualization and interpretation of cytometry data
Sofie Van Gassen
Britt Callebaut
Mary van Helden
Bart Lambrecht
Piet Demeester
Tom Dhaene
Yvan Saeys
A1
Artikel in een tijdschrift
in
CYTOMETRY PART A
2015
Longitudinal stability augmentation of seaplanes in planing
Keiichi Ito
Tom Dhaene
Y Hirakawa
T Hirayama
T Sakurai
C1
Conferentie
2015
Machine learning methods to predict delayed graft function after kidney transplantation
Alexander Decruyenaere
Philippe Decruyenaere
Frank Vermassen
Patrick Peeters
Tom Dhaene
Ivo Couckuyt
C3
Conferentie
2015
Matrix-interpolation-based parametric model order reduction for multiconductor transmission lines with delays
Elizabeth Rita Samuel
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
2015
Parameterized modeling and model order reduction for large electrical systems
Elizabeth Rita Samuel
Luc Knockaert
Tom Dhaene
Proefschrift
2015
Passive parametric macromodeling by using Sylvester state-space realizations
Elizabeth Rita Samuel
Luc Knockaert
Tom Dhaene
P1
Conferentie
2015
Performance study of multi-fidelity gradient enhanced kriging
Selvakumar Ulaganathan
Ivo Couckuyt
Francesco Ferranti
Eric Laermans
Tom Dhaene
A1
Artikel in een tijdschrift
in
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
2015
Polynomial chaos-based macromodeling of multiport systems using an input-output approach
Domenico Spina
Francesco Ferranti
Tom Dhaene
Luc Knockaert
Giulio Antonini
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2015
Prediction of delayed graft function after kidney transplantation : comparison between logistic regression and machine learning methods
Alexander Decruyenaere
Philippe Decruyenaere
Patrick Peeters
Frank Vermassen
Tom Dhaene
Ivo Couckuyt
A1
Artikel in een tijdschrift
in
BMC MEDICAL INFORMATICS AND DECISION MAKING
2015
Predictive modeling of delayed graft function after kidney transplantation using machine learning methods
Alexander Decruyenaere
Philippe Decruyenaere
Frank Vermassen
Patrick Peeters
Tom Dhaene
Ivo Couckuyt
C3
Conferentie
2015
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores
Rein Houthooft
Joeri Ruyssinck
Joachim van der Herten
Sean Stijven
Ivo Couckuyt
Bram Gadeyne
Femke Ongenae
Kirsten Colpaert
Johan Decruyenaere
Tom Dhaene
et al.
A1
Artikel in een tijdschrift
in
ARTIFICIAL INTELLIGENCE IN MEDICINE
2015
Stochastic macromodeling for hierarchical uncertainty quantification of nonlinear electronic systems
Domenico Spina
D De Jonghe
Francesco Ferranti
G Gielen
Tom Dhaene
Luc Knockaert
G Antonini
P1
Conferentie
2015
Surrogate-based fast peak mass-averaged SAR assessment
Günter Vermeeren
Prashant Singh
Sam Aerts
Dirk Deschrijver
Tom Dhaene
Wout Joseph
Luc Martens
C1
Conferentie
2015
Throughput optimization of wireless LANs by surrogate model based cognitive decision making
Mostafa Pakparvar
Krishnan Chemmangat Manakkal Cheriya
Dirk Deschrijver
Michael Mehari
David Plets
Tom Dhaene
Jeroen Hoebeke
Ingrid Moerman
Luc Martens
Wout Joseph
P1
Conferentie
2015
Throughput optimization strategies for large-scale wireless LANs
Mostafa Pakparvar
David Plets
Jeroen Hoebeke
Dirk Deschrijver
Michael Mehari
Tom Dhaene
Ingrid Moerman
Luc Martens
Wout Joseph
P1
Conferentie
2015
Unsupervised trajectory inference using graph mining
Leen De Baets
Sofie Van Gassen
Tom Dhaene
Yvan Saeys
C1
Conferentie
2015
Variable-fidelity surrogate modelling with kriging
Selvakumar Ulaganathan
Ivo Couckuyt
Francesco Ferranti
Tom Dhaene
Eric Laermans
C1
Conferentie
2015
2014
A cognitive QoS management framework for WLANs
Mostafa Pakparvar
David Plets
Emmeric Tanghe
Dirk Deschrijver
Wei Liu
Krishnan Chemmangat Manakkal Cheriya
Ingrid Moerman
Tom Dhaene
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING
2014
A constrained multi-objective surrogate-based optimization algorithm
Prashant Singh
Ivo Couckuyt
Francesco Ferranti
Tom Dhaene
P1
Conferentie
2014
Auto-generation of passive scalable macromodels for microwave components using scattered sequential sampling
Krishnan Chemmangat Manakkal Cheriya
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF MICROWAVE AND WIRELESS TECHNOLOGIES
2014
Classification aided domain reduction for high dimensional optimization
Prashant Singh
Francesco Ferranti
Dirk Deschrijver
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2014
Efficient multi-objective optimization of wireless network problems on wireless testbeds
Michael Mehari
Eli De Poorter
Ivo Couckuyt
Dirk Deschrijver
Jono Vanhie-Van Gerwen
Tom Dhaene
Ingrid Moerman
P1
Conferentie
2014
Efficient multi-objective simulation-driven antenna design using Co-Kriging
Slawomir Koziel
Adrian Bekasiewicz
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION
2014
Efficient variability analysis of electromagnetic systems via polynomial chaos and model order reduction
Domenico Spina
Francesco Ferranti
Giulio Antonini
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2014
Environmental electromagnetic characterization framework for wearable antenna materials
Frederick Declercq
Sam Agneessens
Hendrik Rogier
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2014
Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
JOURNAL OF GLOBAL OPTIMIZATION
2014
Fuzzy local linear approximation-based sequential design
Joachim van der Herten
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2014
Fuzzy sequential space-filling design
Joachim van der Herten
Tom Dhaene
C3
Conferentie
2014
Genetic algorithm based multi-objective least square support vector machine for simultaneous determination of multiple components by near infrared spectroscopy
B Xu
X Wang
Tom Dhaene
X Shi
Ivo Couckuyt
Y Bai
Y Qiao
A1
Artikel in een tijdschrift
in
SPECTROSCOPY AND SPECTRAL ANALYSIS
2014
Identifying novel neuroblastoma oncogenes using semi-supervised learning
Leen De Baets
Robrecht Cannoodt
Joeri Ruyssinck
Katleen De Preter
Tom Dhaene
Yvan Saeys
C3
Conferentie
2014
Model order reduction of time-delay systems using a laguerre expansion technique
Elizabeth Rita Samuel
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
2014
Multi-objective design of antenna structures using variable-fidelity EM simulations and co-kriging
S Koziel
S Ogurtsov
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2014
Multipoint model order reduction using reflective exploration
Elizabeth Rita Samuel
Francesco Ferranti
Luc Knockaert
Tom Dhaene
C3
Conferentie
2014
NIMEFI: gene regulatory network inference using multiple ensemble feature importance algorithms
Joeri Ruyssinck
Anh Huynh-Thu Van
Pierre Geurts
Tom Dhaene
Piet Demeester
Yvan Saeys
A1
Artikel in een tijdschrift
in
PLOS ONE
2014
Non intrusive polynomial chaos-based stochastic macromodeling of multiport systems
Domenico Spina
Francesco Ferranti
G Antonini
Tom Dhaene
Luc Knockaert
P1
Conferentie
2014
On the use of gradients in kriging surrogate models
Selvakumar Ulaganathan
Ivo Couckuyt
Tom Dhaene
Eric Laermans
Joris Degroote
P1
Conferentie
2014
ooDACE toolbox: a flexible object-oriented Kriging implementation
Ivo Couckuyt
Tom Dhaene
Piet Demeester
A1
Artikel in een tijdschrift
in
JOURNAL OF MACHINE LEARNING RESEARCH
2014
Parameterized thermal macromodeling for fast and effective design of electronic components and systems
Francesco Ferranti
Tom Dhaene
S Russo
A Magnani
M de Magistris
V d'Allesandro
N Rinaldi
P1
Conferentie
2014
Parametric macromodelling of linear high-frequency systems using multiple frequency scaling and sequential sampling
Krishnan Chemmangat Manakkal Cheriya
Francesco Ferranti
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2014
Parametric macromodels for efficient design of carbon nanotube interconnects
Francesco Ferranti
G Antonini
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2014
Passivity preserving multipoint model order reduction using reflective exploration
Elizabeth Rita Samuel
Luc Knockaert
Tom Dhaene
C1
Conferentie
2014
Probabilistic priority assessment of nurse calls
Femke Ongenae
Dries Myny
Tom Dhaene
Tom Defloor
Dirk Van Goubergen
Piet Verhoeve
Johan Decruyenaere
Filip De Turck
A1
Artikel in een tijdschrift
in
MEDICAL DECISION MAKING
2014
Reduced order delayed systems by means of Laguerre functions and Krylov subspaces (Best Student Paper Award Finalist)
Elizabeth Rita Samuel
Francesco Ferranti
Luc Knockaert
Tom Dhaene
P1
Conferentie
2014
Scalable models of microwave system responses using sequential sampling on unstructured grids
Krishnan Chemmangat Manakkal Cheriya
Francesco Ferranti
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2014
Sequential sampling algorithm for simultaneous near-field scanning of amplitude and phase
T Claeys
D Pissoort
Dirk Deschrijver
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2014
Sequential sampling strategies for automated parametric macromodeling of high-frequency electrical systems
Krishnan Chemmangat Manakkal Cheriya
Tom Dhaene
Luc Knockaert
Proefschrift
2014
Stochastic macromodeling for efficient and accurate variability analysis of modern high-speed circuits
Domenico Spina
Tom Dhaene
Luc Knockaert
Giulio Antonini
Proefschrift
2014
Stochastic macromodeling of nonlinear systems via polynomial chaos expansion and transfer function trajectories
Domenico Spina
Dimitri De Jonghe
Dirk Deschrijver
Georges Gielen
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2014
2013
A balanced sequential design strategy for global surrogate modeling
Prashant Singh
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2013
A barycentric vector fitting algorithm for efficient macromodeling of linear multiport systems
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2013
A cognitive accountability mechanism for penalizing misbehaving ECN-based TCP stacks
Steven Latré
Wim Van de Meerssche
Dirk Deschrijver
D. Papadimitriou
Tom Dhaene
Filip De Turck
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT
2013
A probabilistic ontology-based platform for self-learning context-aware healthcare applications
Femke Ongenae
Maxim Claeys
Thomas Dupont
Wannes Kerckhove
P Verhoeve
Tom Dhaene
Filip De Turck
A1
Artikel in een tijdschrift
in
EXPERT SYSTEMS WITH APPLICATIONS
2013
A re-ranking algorithm for gene regulatory network predictions using graphlets and graph-invariant properties
Joeri Ruyssinck
Tom Dhaene
Yvan Saeys
C3
Conferentie
2013
Accurate hotspot localization by sampling the near-field pattern of electronic devices
Prashant Singh
Dirk Deschrijver
Davy Pissoort
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2013
Adaptive classification algorithm for EMC-compliance testing of electronic devices
Prashant Singh
Dirk Deschrijver
D. Pissoort
Tom Dhaene
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2013
An immunity modeling technique to predict the influence of continuous wave and amplitude modulated noise on nonlinear analog circuits
C Gazda
Dries Vande Ginste
Hendrik Rogier
Ivo Couckuyt
Tom Dhaene
K Stijnen
H Pues
C1
Conferentie
2013
Assessment of outdoor radiofrequency electromagnetic field exposure through hotspot localization using kriging-based sequential sampling
Sam Aerts
Dirk Deschrijver
Leen Verloock
Tom Dhaene
Luc Martens
Wout Joseph
A1
Artikel in een tijdschrift
in
ENVIRONMENTAL RESEARCH
2013
Automatic scalable macromodel construction for microwave system responses using sequential sampling
Krishnan Chemmangat Manakkal Cheriya
Tom Dhaene
Luc Knockaert
C3
Conferentie
2013
Broadband rational modeling using Barycentric vector fitting
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
P1
Conferentie
2013
Constructing a no-reference H.264/AVC bitstream-based video quality metric using genetic programming-based symbolic regression
Nicolas Staelens
Dirk Deschrijver
E Vladislavleva
Brecht Vermeulen
Tom Dhaene
Piet Demeester
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
2013
Efficient measurement procedure for hotspot detection in near-field pattern of electronic devices
Prashant Singh
Dirk Deschrijver
Davy Pissoort
Tom Dhaene
C3
Conferentie
2013
Efficient optimization of the integrity behavior of analog nonlinear devices using surrogate models
Celina Gazda
Dries Vande Ginste
Hendrik Rogier
Ivo Couckuyt
Tom Dhaene
Kristof Stijnen
Hugo Pues
P1
Conferentie
2013
Environmental high frequency characterization of fabrics based on a novel surrogate modelling antenna technique
Frederick Declercq
Ivo Couckuyt
Hendrik Rogier
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION
2013
Exposure assessment of mobile phone base station radiation in an outdoor environment using sequential surrogate modeling
Sam Aerts
Dirk Deschrijver
Wout Joseph
Leen Verloock
Francis Goeminne
Luc Martens
Tom Dhaene
A1
Artikel in een tijdschrift
in
BIOELECTROMAGNETICS
2013
Extracting analytical nonlinear models from analog circuits by recursive vector fitting of transfer function trajectories
Dimitri De Jonghe
Dirk Deschrijver
Tom Dhaene
Georges Gielen
P1
Conferentie
2013
Forward and inverse surrogate modeling of computationally expensive problems
Ivo Couckuyt
Tom Dhaene
Filip De Turck
Proefschrift
2013
Generalized eigenvalue passivity assessment of descriptor systems with applications to symmetric and singular systems
Luc Knockaert
Francesco Ferranti
Tom Dhaene
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2013
Guaranteed passive parameterized macromodeling by using Sylvester state-space realizations
Elizabeth Rita Samuel
Luc Knockaert
Francesco Ferranti
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2013
Harmonic balance surrogate-based immunity modeling of a nonlinear analog circuit
C Gazda
Dries Vande Ginste
Hendrik Rogier
Ivo Couckuyt
Tom Dhaene
K Stijnen
H Pues
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2013
Identification of quasi-optimal regions in the design space using surrogate modeling
Ivo Couckuyt
Jef Aernouts
Dirk Deschrijver
Filip De Turck
Tom Dhaene
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2013
Macromodeling of high-speed interconnects by positive interpolation of vertical segments
Oliver Salazar Celis
Annie Cuyt
Dirk Deschrijver
Dries Vande Ginste
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
APPLIED MATHEMATICAL MODELLING
2013
Model order reduction of parameterized state-space systems with sequential sampling
Elizabeth Rita Samuel
Krishnan Chemmangat Manakkal Cheriya
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
C1
Conferentie
2013
Network inference by integrating biclustering and feature selection
Robrecht Cannoodt
Joeri Ruyssinck
Katleen De Preter
Tom Dhaene
Yvan Saeys
C3
Conferentie
2013
Ontology design and management for eCare services
Femke Ongenae
Filip De Turck
Tom Dhaene
Proefschrift
2013
Optimized sequential sampling algorithm for EMI near-field scanning
T Dorné
F Vanhee
T Grenson
D Pissoort
Dirk Deschrijver
Ivo Couckuyt
Tom Dhaene
C1
Conferentie
2013
Parametric macromodeling for S-parameter data based on internal nonexpansivity
Francesco Ferranti
Luc Knockaert
Tom Dhaene
Giulio Antonini
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2013
Parametric macromodeling using interpolation of Sylvester based state-space realizations
Elizabeth Rita Samuel
Luc Knockaert
Tom Dhaene
C1
Conferentie
2013
Passivity-preserving parameterized model order reduction using singular values and matrix interpolation
Elizabeth Rita Samuel
Francesco Ferranti
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2013
Reliable design closure of sonnet-simulated structures using co-kriging
Slawomir Koziel
Ivo Couckuyt
Tom Dhaene
C1
Conferentie
2013
Reliable reduced cost modeling and design optimization of microwave filters using co-kriging
Slawomir Koziel
Leifur Leifsson
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2013
Response to comments by Beekhuizen et al. on 'Exposure assessment of mobile phone base station radiation in an outdoor environment using sequential surrogate modeling'
Sam Aerts
Dirk Deschrijver
Wout Joseph
Leen Verloock
Tom Dhaene
Luc Martens
Redactioneel materiaal
2013
Robust variable-fidelity optimization of microwave filters using co-Kriging and trust regions
S Koziel
L Leifsson
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
MICROWAVE AND OPTICAL TECHNOLOGY LETTERS
2013
Scalable macromodelling of microwave system responses using sequential sampling with path-simplexes
Krishnan Chemmangat Manakkal Cheriya
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2013
Self-constructing compact parametric macromodels for efficient electronic design
Francesco Ferranti
Krishnan Chemmangat Manakkal Cheriya
Tom Dhaene
Luc Knockaert
P1
Conferentie
2013
Self-organizing map based adaptive sampling
Keiichi Ito
Tom Dhaene
Naji El Masri
Roberto d'Ippolito
Joost Van de Peer
C1
Conferentie
2013
Sequential measurement method to construct RF-EMF exposure maps
Sam Aerts
Dirk Deschrijver
Luc Martens
Tom Dhaene
Wout Joseph
C3
Conferentie
2013
Sequential RF-EMF exposure modeling and hotspot localization
Sam Aerts
Dirk Deschrijver
Leen Verloock
Tom Dhaene
Luc Martens
Wout Joseph
C1
Conferentie
2013
Stable feature selection techniques for microarray data
Sofie Van Gassen
Joeri Ruyssinck
Yvan Saeys
Tom Dhaene
C3
Conferentie
2013
Surrogate modeling of microwave structures using kriging, co-kriging, and space mapping
Ivo Couckuyt
Slawomir Koziel
Tom Dhaene
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2013
The SUMO toolbox: a tool for automatic regression modeling and active learning
Ivo Couckuyt
Dirk Gorissen
Karel Crombecq
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2013
Time series classification for the prediction of dialysis in critically ill patients using echo state networks
Femke Ongenae
Stijn Van Looy
David Verstraeten
Thierry Verplancke
Dominique Benoit
Filip De Turck
Tom Dhaene
Benjamin Schrauwen
Johan Decruyenaere
A1
Artikel in een tijdschrift
in
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2013
Variable-fidelity electromagnetic simulations and co-kriging for accurate modeling of antennas
S Koziel
S Ogurtsov
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION
2013
2012
A new methodology for RF-EMF exposure assessment based on sequential surrogate modeling
Sam Aerts
Dirk Deschrijver
Wout Joseph
Leen Verloock
Francis Goeminne
Luc Martens
Tom Dhaene
C3
Conferentie
2012
A software framework for automated behavioral modeling of electronic devices
Dirk Gorissen
Dirk Deschrijver
Tom Dhaene
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE MAGAZINE
2012
Accurate macromodeling algorithm for time domain identification of transient port responses
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2012
Accurate modeling of antennas using variable-fidelity EM simulations and co-kriging
Slawomir Koziel
Stanislav Ogurtsov
Ivo Couckuyt
Tom Dhaene
C1
Conferentie
2012
Analysis of common-mode noise on on-chip differential lines through stochastic modeling of parameter variability
Dries Vande Ginste
Daniël De Zutter
Dirk Deschrijver
Tom Dhaene
Paolo Manfredi
Flavio Canavero
P1
Conferentie
2012
Automated near-field scanning algorithm for the EMC analysis of electronic devices
Dirk Deschrijver
Filip Vanhee
Davy Pissoort
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2012
Blind Kriging: implementation and performance analysis
Ivo Couckuyt
A Forrester
Dirk Gorissen
Filip De Turck
Tom Dhaene
A1
Artikel in een tijdschrift
in
ADVANCES IN ENGINEERING SOFTWARE
2012
Compact and passive parametric macromodeling using reference macromodels and positive interpolation operators
Francesco Ferranti
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2012
Constrained multiobjective optimization of a common-mode suppression filter
Celina Gazda
Ivo Couckuyt
Hendrik Rogier
Dries Vande Ginste
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2012
Cost-efficient electromagnetic-simulation-driven antenna design using co-Kriging
S Koziel
S Ogurtsov
Ivo Couckuyt
Tom Dhaene
A1
Artikel in een tijdschrift
in
IET MICROWAVES ANTENNAS & PROPAGATION
2012
Efficient parametric macromodeling of passive microwave structures and microwave components
Dirk Deschrijver
Tom Dhaene
Piet Demeester
Proefschrift
2012
Efficient simulation-driven design optimization of antennas using co-kriging
Slawomir Koziel
Stanislav Ogurtsov
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2012
Fast optimization of microwave filters using surrogate-based optimization methods
Krishnan Chemmangat Manakkal Cheriya
Dirk Deschrijver
Ivo Couckuyt
Tom Dhaene
Luc Knockaert
P1
Conferentie
2012
Frequency and time domain variability analysis of an on-chip inverted embedded microstrip line using a macromodeling-based stochastic galerkin method
Dries Vande Ginste
Daniël De Zutter
Dirk Deschrijver
Tom Dhaene
Paolo Manfredi
Flavio Canavero
C1
Conferentie
2012
Fully parameterized macromodeling of S-parameter data by interpolation of numerator & denominator
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2012
Gradient-based optimization using parametric sensitivity macromodels
Krishnan Chemmangat Manakkal Cheriya
Francesco Ferranti
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2012
Inferring gene regulatory network topologies using ensembles of feature selection techniques
Joeri Ruyssinck
Tom Dhaene
Yvan Saeys
C3
Conferentie
2012
Inferring gene regulatory networks using ensembles of feature selection techniques
Joeri Ruyssinck
Vân anh Huynh-thu
Pierre Geurts
Tom Dhaene
Piet Demeester
Yvan Saeys
C3
Conferentie
2012
Interpolation-based parameterized model order reduction of delayed systems
Francesco Ferranti
Michel Nakhla
Giulio Antonini
Tom Dhaene
Luc Knockaert
Albert E Ruehli
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2012
Inverse modelling of an aneurysm's stiffness using surrogate-based optimization and fluid-structure interaction simulations
Joris Degroote
Ivo Couckuyt
Jan Vierendeels
Patrick Segers
Tom Dhaene
A1
Artikel in een tijdschrift
in
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
2012
No-reference bitstream-based visual quality impairment detection for high definition H.264/AVC encoded video sequences
Nicolas Staelens
Glenn Van Wallendael
Karel Crombecq
Nick Vercammen
Jan De Cock
Brecht Vermeulen
Rik Van de Walle
Tom Dhaene
Piet Demeester
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON BROADCASTING
2012
Optimization of high-speed electromagnetic systems with accurate parametric macromodels generated using sequential sampling of the design space
Krishnan Chemmangat Manakkal Cheriya
Francesco Ferranti
Tom Dhaene
Luc Knockaert
P1
Conferentie
2012
Parameterized model order reduction of delayed systems using an interpolation approach with amplitude and frequency scaling coefficients
Francesco Ferranti
M Nakhla
G Antonini
Tom Dhaene
Luc Knockaert
AE Ruehli
C1
Conferentie
2012
Parameterized models for efficient design in EMC and SI applications
Francesco Ferranti
Tom Dhaene
Luc Knockaert
G Antonini
A Ciccomancini Scogna
C3
Conferentie
2012
Parameterized reduced order models with guaranteed passivity using matrix interpolation
Elizabeth Rita Samuel
Francesco Ferranti
Luc Knockaert
Tom Dhaene
C1
Conferentie
2012
Parameterized surrogate models of broadband passive electronic components
Tom Dhaene
Dirk Deschrijver
C1
Conferentie
2012
Parametric macromodeling based on amplitude and frequency scaled systems with guaranteed passivity
Francesco Ferranti
Luc Knockaert
Tom Dhaene
Giulio Antonini
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2012
Parametric model order reduction: obtaining concise mathematical models that work
Elizabeth Rita Samuel
Luc Knockaert
Tom Dhaene
C3
Conferentie
2012
Parametric sensitivity macromodels for gradient-based optimization
Krishnan Chemmangat Manakkal Cheriya
Francesco Ferranti
Tom Dhaene
Luc Knockaert
Hoofdstuk in een boek
in
Simulation-driven design optimization and modeling for microwave engineering
2012
Partial element equivalent circuit models in the solution of the electric field integral equation
Francesco Ferranti
Giulio Antonini
Krishnan Chemmangat Manakkal Cheriya
Luc Knockaert
Tom Dhaene
P1
Conferentie
2012
Polynomial chaos based variability analysis of multiport systems
Domenico Spina
Francesco Ferranti
Tom Dhaene
Luc Knockaert
G Antonini
C1
Conferentie
2012
Practical implementation of a sequential sampling algorithm for EMI near-field scanning
Bram Van der Streek
Filip Vanhee
Bart Boesman
Davy Pissoort
Dirk Deschrijver
Ivo Couckuyt
Tom Dhaene
C1
Conferentie
2012
Rational modeling algorithm for passive microwave structures and systems
Dirk Deschrijver
Tom Dhaene
Olivier Salazar Celis
Annie Cuyt
Hoofdstuk in een boek
in
Progress in industrial mathematics at ECMI 2010
2012
Reduce computational time: surrogate modeling and surrogate-based optimisation
Selvakumar Ulaganathan
Tom Dhaene
C3
Conferentie
2012
Reliable low-cost co-kriging modeling of microwave devices
Slawomir Koziel
Ivo Couckuyt
Tom Dhaene
C1
Conferentie
2012
Robust passivity preserving parametric model order reduction using matrix interpolation
Elizabeth Rita Samuel
Francesco Ferranti
Luc Knockaert
Tom Dhaene
C1
Conferentie
2012
Scalable compact models for complex high-speed systems
Francesco Ferranti
Tom Dhaene
C3
Conferentie
2012
Scalable compact models for efficient design in EMC and SI applications
Francesco Ferranti
Tom Dhaene
Luc Knockaert
G Antonini
A Ciccomancini Scogna
C3
Conferentie
2012
Scalable compact models for fast design optimization of complex electromagnetic systems
Francesco Ferranti
Tom Dhaene
Luc Knockaert
Giulio Antonini
Antonio Ciccomancini Ciccomancini Scogna
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING
2012
Sensitivity of night cooling performance to room/system design: surrogate models based on CFD
Kim Goethals
Ivo Couckuyt
Tom Dhaene
Arnold Janssens
A1
Artikel in een tijdschrift
in
BUILDING AND ENVIRONMENT
2012
Sensitivity of night cooling performance to room/system design: surrogate models based on CFD
Kim Goethals
Ivo Couckuyt
Tom Dhaene
Arnold Janssens
C1
Conferentie
2012
Stochastic modeling-based variability analysis of on-chip interconnects
Dries Vande Ginste
Daniël De Zutter
Dirk Deschrijver
Tom Dhaene
Paolo Manfredi
Flavio Canavero
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2012
Surrogate modeling of base station exposure
Sam Aerts
Dirk Deschrijver
Wout Joseph
Leen Verloock
Francis Goeminne
Luc Martens
Tom Dhaene
C3
Conferentie
2012
Surrogate modelling of base station exposure
Sam Aerts
Dirk Deschrijver
Wout Joseph
Leen Verloock
Francis Goeminne
Luc Martens
Tom Dhaene
C1
Conferentie
2012
Time domain analysis of a common-mode suppression filter subjected to a multi-objective optimization
Celina Gazda
Ivo Couckuyt
Hendrik Rogier
Dries Vande Ginste
Tom Dhaene
C1
Conferentie
2012
Time-domain green's function-based parametric sensitivity analysis of multiconductor transmission lines
Domenico Spina
Francesco Ferranti
Giulio Antonini
Tom Dhaene
Luc Knockaert
Dries Vande Ginste
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2012
Towards efficient multiobjective optimization: multiobjective statistical criterions
Ivo Couckuyt
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2012
Tree-based sequential sampling algorithm for scalable macromodeling of high-speed systems
Krishnan Chemmangat Manakkal Cheriya
Francesco Ferranti
Tom Dhaene
Luc Knockaert
C1
Conferentie
2012
Two-level refined direct optimization scheme using intermediate surrogate models for electromagnetic optimization of a switched reluctance motor
Guillaume Crevecoeur
Ahmed Mohamed Abouelyazied Abdallh
Ivo Couckuyt
Luc Dupré
Tom Dhaene
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2012
Variability analysis of multiport systems via polynomial-chaos expansion
Domenico Spina
Francesco Ferranti
Tom Dhaene
Luc Knockaert
Giulio Antonini
Dries Vande Ginste
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2012
Variable-fidelity optimization of microwave filters using co-kriging and trust regions
Slawomir Koziel
Ivo Couckuyt
Tom Dhaene
P1
Conferentie
2012
2011
A novel hybrid sequential design strategy for global surrogate modeling of computer experiments
Karel Crombecq
Dirk Gorissen
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
SIAM JOURNAL ON SCIENTIFIC COMPUTING
2011
Adaptive sampling algorithm for macromodeling of parameterized S-parameter responses
Dirk Deschrijver
Karel Crombecq
Huu Minh Nguyen
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2011
An algorithm for direct identification of passive transfer matrices with positive real fractions via convex programming
L De Tommasi
M de Magistris
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2011
An alternative approach to avoid overfitting for surrogate models
Huu Minh Nguyen
Ivo Couckuyt
Luc Knockaert
Tom Dhaene
Dirk Gorissen
Yvan Saeys
P1
Conferentie
2011
An autonomous service-platform to support distributed ontology-based context-aware agents
Stijn Verstichel
Femke Ongenae
Bruno Volckaert
Filip De Turck
Bart Dhoedt
Tom Dhaene
Piet Demeester
A1
Artikel in een tijdschrift
in
EXPERT SYSTEMS
2011
An ontology-based nurse call management system (oNCS) with probabilistic priority assessment
Femke Ongenae
Dries Myny
Tom Dhaene
Tom Defloor
Dirk Van Goubergen
Piet Verhoeve
Johan Decruyenaere
Filip De Turck
A1
Artikel in een tijdschrift
in
BMC HEALTH SERVICES RESEARCH
2011
Automated file-based quality control : a machine learning approach
Matthias De Geyter
Nick Vercammen
Dirk Deschrijver
Tom Dhaene
Piet Demeester
Brecht Vermeulen
C1
Conferentie
2011
Automatic surrogate model type selection during the optimization of expensive black-box problems
Ivo Couckuyt
Filip De Turck
Tom Dhaene
Dirk Gorissen
P1
Conferentie
2011
Avoiding overfitting in surrogate modeling: an alternative approach
Huu Minh Nguyen
Ivo Couckuyt
Yvan Saeys
Luc Knockaert
Tom Dhaene
Dirk Gorissen
C1
Conferentie
2011
Broadband passive RLGC(f) modeling for on-chip interconnect design
Dries Vande Ginste
Dirk Deschrijver
Thomas Demeester
Tom Dhaene
Daniël De Zutter
C1
Conferentie
2011
Compact and accurate models of large single-wall carbon-nanotube interconnects
Francesco Ferranti
Giulio Antonini
Tom Dhaene
Luc Knockaert
Antonio Orlandi
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2011
Data-driven parameterized model order reduction using z-domain multivariate orthonormal vector fitting technique
Francesco Ferranti
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
C1
Conferentie
2011
Efficient data integration in the railway domain through an ontology-based methodology
Stijn Verstichel
Femke Ongenae
Leanneke Loeve
Frederik Vermeulen
Pieter Dings
Bart Dhoedt
Tom Dhaene
Filip De Turck
A1
Artikel in een tijdschrift
in
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
2011
Efficient design optimization of complex electromagnetic systems using parametric macromodeling techniques
Francesco Ferranti
Giulio Antonini
Tom Dhaene
Luc Knockaert
Antonio Ciccomancini Scogna
P1
Conferentie
2011
Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling
Karel Crombecq
Eric Laermans
Tom Dhaene
A1
Artikel in een tijdschrift
in
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
2011
Evolutionary neuro-space mapping technique for modeling of nonlinear microwave devices
Dirk Gorissen
Lei Zhang
Qi Jun Zhang
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2011
Forward and reverse modeling of low noise amplifiers based on circuit simulations
Luciano De Tommasi
Joost Rommes
Theo Beelen
Marcel Sevat
Jeroen Croon
Tom Dhaene
C1
Conferentie
2011
Improving link quality of UWB communication links by means of PSWF-Basis persuit denoising
Wouter Dullaert
Hendrik Rogier
Luca De Camillis
Tom Dhaene
C1
Conferentie
2011
Inverse modelling of an aneurysm's stiffness using surrogate-based optimization of a three-dimensional fluid-structure interaction simulation
Joris Degroote
Ivo Couckuyt
Jan Vierendeels
Patrick Segers
Tom Dhaene
C1
Conferentie
2011
Kriging, co-kriging and space mapping for microwave circuit modeling
Ivo Couckuyt
Slawomir Koziel
Tom Dhaene
P1
Conferentie
2011
Macromodeling based variability analysis of an inverted embedded microstrip line
Dries Vande Ginste
Daniël De Zutter
Dirk Deschrijver
Tom Dhaene
Flavio Canavero
P1
Conferentie
2011
Microwave small-signal modelling of FinFETs using multi-parameter rational fitting method
Dirk Deschrijver
G Avolio
D Schreurs
Tom Dhaene
G Crupi
Luc Knockaert
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2011
Model order reduction with preservation of passivity, non-expansivity and Markov moments
Luc Knockaert
Tom Dhaene
Francesco Ferranti
Daniël De Zutter
A1
Artikel in een tijdschrift
in
SYSTEMS & CONTROL LETTERS
2011
Multipoint full-wave model order reduction for delayed PEEC models with large delays
Francesco Ferranti
Michel S Nakhla
Giulio Antonini
Tom Dhaene
Luc Knockaert
Albert E Ruehli
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2011
Multipoint model order reduction of delayed PEEC systems
Francesco Ferranti
Michel Nakhla
Giulio Antonini
Tom Dhaene
Luc Knockaert
Albert E Ruehli
P1
Conferentie
2011
Parameterized macromodeling and model order reduction of high-speed interconnects
Francesco Ferranti
Luc Knockaert
Tom Dhaene
Proefschrift
2011
Parametric macromodeling for sensitivity responses from tabulated data
Krishnan Chemmangat Manakkal Cheriya
Francesco Ferranti
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2011
Passivity-preserving interpolation-based parameterized model order reduction of PEEC models based on scattered grids
Francesco Ferranti
Giulio Antonini
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2011
Passivity-preserving parametric macromodeling by means of scaled and shifted state-space systems
Francesco Ferranti
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2011
Physics-based passivity-preserving parameterized model order reduction for PEEC circuit analysis
Francesco Ferranti
Giulio Antonini
Tom Dhaene
Luc Knockaert
Albert E Ruehli
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY
2011
Reduced order modeling of delayed PEEC circuits
Francesco Ferranti
Michel Nakhla
Giulio Antonini
Tom Dhaene
Luc Knockaert
Albert E Ruehli
C1
Conferentie
2011
Robust macromodeling of frequency responses with outliers
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
P1
Conferentie
2011
Sensitivity analysis using data-driven parametric macromodels
Krishnan Chemmangat Manakkal Cheriya
Francesco Ferranti
Luc Knockaert
Tom Dhaene
P1
Conferentie
2011
Sequential sampling strategy for the modeling of parameterized microwave and RF components
Dirk Deschrijver
Karel Crombecq
Huu Minh Nguyen
Tom Dhaene
P1
Conferentie
2011
Surrogate based sensitivity analysis of process equipment
DW Stephens
Dirk Gorissen
Karel Crombecq
Tom Dhaene
A1
Artikel in een tijdschrift
in
APPLIED MATHEMATICAL MODELLING
2011
Surrogate modeling of computer experiments with sequential experimental design
Karel Crombecq
Tom Dhaene
Jan Broeckhove
Proefschrift
2011
Time-domain parametric sensitivity analysis of multiconductor transmission lines
Domenico Spina
Francesco Ferranti
G Antonini
Tom Dhaene
Luc Knockaert
P1
Conferentie
2011
Utilisation of surrogate modelling in self-optimisation methods of gas metal arc welding processes
Uwe Reisgen
Marion Beckers
K Willms
G Buchholz
Dirk Gorissen
Tom Dhaene
A2
Artikel in een tijdschrift
in
WELDING AND CUTTING
2011
2010
A surrogate modeling and adaptive sampling toolbox for computer based design
Dirk Gorissen
Ivo Couckuyt
Piet Demeester
Tom Dhaene
Karel Crombecq
A1
Artikel in een tijdschrift
in
JOURNAL OF MACHINE LEARNING RESEARCH
2010
Adaptive time-domain macromodeling algorithm for fast termination of FDTD simulations
Dirk Deschrijver
Davy Pissoort
Tom Dhaene
C1
Conferentie
2010
Complex permittivity characterization of textile materials by means of surrogate modelling
F Declercq
Ivo Couckuyt
Hendrik Rogier
Tom Dhaene
P1
Conferentie
2010
DC-preserving passivity enforcement for S-parameter based macromodels
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2010
Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: a sepsis case study
Femke Ongenae
Tom Dhaene
Filip De Turck
Dominique Benoit
Johan Decruyenaere
C1
Conferentie
2010
Digital filters for accurately verifying the performance of hearing protectors in use
Annelies Bockstael
Dirk Deschrijver
Dick Botteldooren
Tom Dhaene
Bart Vinck
A1
Artikel in een tijdschrift
in
ACTA ACUSTICA UNITED WITH ACUSTICA
2010
Fast algorithm for broadband macromodeling of high-order frequency responses
Dirk Deschrijver
Bjorn Gustavsen
Tom Dhaene
P1
Conferentie
2010
Fast passivity enforcement of S-parameter based macromodels
Dirk Deschrijver
Tom Dhaene
Luc Knockaert
Annie Cuyt
C3
Conferentie
2010
Generating sequential space-filling designs using genetic algorithms and Monte Carlo methods
Karel Crombecq
Tom Dhaene
P1
Conferentie
2010
Grid-enabled adaptive surrugate modeling for computer aided engineering
Dirk Gorissen
Tom Dhaene
Jan Broeckhove
Proefschrift
2010
Guaranteed passive parameterized admittance-based macromodeling
Francesco Ferranti
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ADVANCED PACKAGING
2010
Guaranteed passive parameterized model order reduction of the partial element equivalent circuit (PEEC) method
Francesco Ferranti
Giulio Antonini
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2010
Improving robustness of vector fitting to outliers in data
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2010
Influence of feature selection on ensemble diversity
Huu Minh Nguyen
Luc Knockaert
Tom Dhaene
Piet Demeester
Yvan Saeys
C1
Conferentie
2010
Inverse surrogate modeling: output performance space sampling
Ivo Couckuyt
Dirk Gorissen
Tom Dhaene
C3
Conferentie
2010
Link state protocol data mining for shared risk link group detection
Goutam Das
D Papadimitriou
Wouter Tavernier
Didier Colle
Tom Dhaene
Mario Pickavet
Piet Demeester
C1
Conferentie
2010
Multiobjective global surrogate modeling, dealing with the 5-percent problem
Dirk Gorissen
Ivo Couckuyt
Eric Laermans
Tom Dhaene
A1
Artikel in een tijdschrift
in
ENGINEERING WITH COMPUTERS
2010
Numerical validation of a procedure for direct identification of passive linear multiport with convex programming
Andrea G Chiariello
Massimiliano de Magistris
Luciano De Tommasi
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2010
O-MOORE-NICE!: new methodologies and algorithms for design and simulation of analog integrated circuits
J Rommes
D Harutyunyan
M Striebel
L De Tommasi
J ter Maten
P Benner
Tom Dhaene
W Schilders
M Sevat
A4
Artikel in een tijdschrift
in
ECMI NEWSLETTER
2010
On the application of dimensional analysis to parametric macromodeling
Dirk Deschrijver
Adam Narbudowicz
Eric Laermans
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2010
On the construction of guaranteed passive macromodels for high-speed channels
Alessandro Chinea
Stefano Grivet-Talocia
Dirk Deschrijver
Tom Dhaene
Luc Knockaert
P1
Conferentie
2010
Parameterized model order reduction with guaranteed passivity for PEEC circuit analysis
Francesco Ferranti
Tom Dhaene
Luc Knockaert
Giukio Antonini
P1
Conferentie
2010
Parametric macromodeling for tabulated data based on internal passivity
Francesco Ferranti
Luc Knockaert
Tom Dhaene
Giulio Antonini
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2010
Parametric macromodeling of lossy and dispersive multiconductor transmission lines
Francesco Ferranti
G. Antonini
Tom Dhaene
Luc Knockaert
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ADVANCED PACKAGING
2010
Passivity-preserving interpolation-based parameterized macromodeling of scattered S-data
Francesco Ferranti
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2010
Passivity-preserving parameterized model order reduction for PEEC based full wave analysis
Francesco Ferranti
G Antonini
Tom Dhaene
Luc Knockaert
C1
Conferentie
2010
Passivity-preserving parametric macromodeling for highly dynamic tabulated data based on Lur'e equations
Francesco Ferranti
Luc Knockaert
Tom Dhaene
Giulio Antonini
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2010
Rational fitting of S-parameter frequency samples with maximum absolute error control
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2010
Robust transfer function identification via an enhanced magnitude vector fitting algorithm
L De Tommasi
B Gustavsen
Tom Dhaene
A1
Artikel in een tijdschrift
in
IET CONTROL THEORY AND APPLICATIONS
2010
Spectral models for 1D blood flow simulations
Vincenzopio Tamburrelli
Francesco Ferranti
Giulio Antonini
Saverio Cristina
Tom Dhaene
Luc Knockaert
P1
Conferentie
2010
Surrogate modeling of RF circuit blocks
Luciano De Tommasi
Dirk Gorissen
Jeroen A Croon
Tom Dhaene
P1
Conferentie
2010
Surrogate-based infill optimization applied to electromagnetic problems
Ivo Couckuyt
Frederick Declercq
Tom Dhaene
Hendrik Rogier
Luc Knockaert
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING
2010
Surrogate-based modeling of electrical systems
Ivo Couckuyt
Tom Dhaene
C3
Conferentie
2010
Symbolic macromodeling of parameterized S-parameter frequency responses
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2010
Transfer function identification from phase response data
Luciano De Tommasi
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS
2010
Variance weighted vector fitting for noisy frequency responses
Francesco Ferranti
Yves Rolain
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2010
2009
A multivariate orthonormal vector fitting based estimation technique
Francesco Ferranti
Yves Rolain
Koen Vandermot
Luc Knockaert
Tom Dhaene
C1
Conferentie
2009
A novel hybrid active learning strategy for nonlinear regression
Karel Crombecq
Ivo Couckuyt
Eric Laermans
Tom Dhaene
C1
Conferentie
2009
A novel sequential design strategy for global surrogate modeling
Karel Crombecq
Luciano De Tommasi
Dirk Gorissen
Tom Dhaene
P1
Conferentie
2009
A power-scalable linearized model for RF power amplifiers starting from S-parameter measurements
Koen Vandermot
Yves Rolain
Gerd Vandersteen
Rik Pintelon
Francesco Ferranti
Tom Dhaene
P1
Conferentie
2009
Accurate passivity enforcement algorithm for broadband S-parameter macromodels
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2009
Adaptive stopping criterion for fast time domain characterization of microwave components
Dirk Deschrijver
Davy Pissoort
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2009
Automated response surface model generation and adaptive sampling
Tom Dhaene
C3
Conferentie
2009
Automated response surface model generation with sequential design
Ivo Couckuyt
K Crombecq
Dirk Gorissen
Tom Dhaene
C3
Conferentie
2009
Automatic approximation of expensive functions with active learning
Dirk Gorissen
Karel Crombecq
Ivo Couckuyt
Tom Dhaene
Hoofdstuk in een boek
in
Foundations of Computational Intelligence, volume 1 : learning and approximation
2009
Causality preserving passivity enforcement for traveling-wave-type transmission-line models
Dirk Deschrijver
Bjorn Gustavsen
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON POWER DELIVERY
2009
Comparison of embedded feature selection algorithms for splice site detection
Huu Minh Nguyen
Yvan Saeys
Luc Knockaert
Tom Dhaene
C3
Conferentie
2009
Efficient algorithm for passivity enforcement of S-parameter based macromodels
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2009
Efficient power bus modeling based on an adaptive frequency sampling technique
Giulio Antonini
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS
2009
Evolutionary model type selection for global surrogate modeling
Dirk Gorissen
Tom Dhaene
Filip De Turck
A1
Artikel in een tijdschrift
in
JOURNAL OF MACHINE LEARNING RESEARCH
2009
Evolutionary regression modeling with active learning: an application to rainfall runoff modeling
Ivo Couckuyt
Dirk Gorissen
Hamed Rouhani
Eric Laermans
Tom Dhaene
P1
Conferentie
2009
Fast broadband modeling of frequency-domain responses by piecewise interpolation
Dirk Deschrijver
Bjorn Gustavsen
Tom Dhaene
A1
Artikel in een tijdschrift
in
ELECTRIC POWER SYSTEMS RESEARCH
2009
Fast passivity enforcement of S-parameter macromodels by pole perturbation
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2009
Fast passivity enforcement technique for common-pole S-Parameter multiport systems
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2009
Grid enabled surrogate modeling
Dirk Gorissen
Tom Dhaene
Piet Demeester
Jan Broeckhove
Hoofdstuk in een boek
in
Handbook of Research on Grid Technologies and Utility Computing : concepts for managing large-scale applications
2009
Hybrid algorithm for compact and stable macromodelling of parameterised frequency responses
Francesco Ferranti
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
ELECTRONICS LETTERS
2009
Magnitude vector fitting to interval data
Wouter Hendrickx
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
MATHEMATICS AND COMPUTERS IN SIMULATION
2009
Modified half-size test matrix for robust passivity assessment of S-parameter macromodels
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2009
Parameterized macromodels of multiconductor transmission lines
G Antonini
Francesco Ferranti
Tom Dhaene
Luc Knockaert
P1
Conferentie
2009
Parameterized models for crosstalk analysis in high-speed interconnects
Francesco Ferranti
Tom Dhaene
Luc Knockaert
G Antonini
C1
Conferentie
2009
Parameterized S-parameter based macromodeling with guaranteed passivity
Francesco Ferranti
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2009
Pareto-based multi-output metamodeling with active learning
Dirk Gorissen
Ivo Couckuyt
Eric Laermans
Tom Dhaene
P1
Conferentie
2009
Pareto-based multi-output model type selection
Dirk Gorissen
Ivo Couckuyt
Karel Crombecq
Tom Dhaene
P1
Conferentie
2009
Sequential modeling of a low noise amplifier with neural networks and active learning
Dirk Gorissen
Luciano De Tommasi
Karel Crombecq
Tom Dhaene
A1
Artikel in een tijdschrift
in
NEURAL COMPUTING & APPLICATIONS
2009
Space-filling sequential design strategies for adaptive surrogate modelling
K Crombecq
Ivo Couckuyt
Dirk Gorissen
Tom Dhaene
C3
Conferentie
2009
Stable parametric macromodeling using a recursive implementation of the vector fitting algorithm
Tom Dhaene
Dirk Deschrijver
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2009
Surrogate based sensitivity analysis of process equipment
DW Stephens
Dirk Gorissen
Tom Dhaene
C1
Conferentie
2009
Two-level refined direct method for electromagnetic optimization and inverse problems
Guillaume Crevecoeur
Ahmed Mohamed Abouelyazied Abdallh
Ivo Couckuyt
Dirk Gorissen
Luc Dupré
Tom Dhaene
C3
Conferentie
2009
Vector fitting vs Levenberg-Marquardt: some experiments
Luc Knockaert
Francesco Ferranti
Tom Dhaene
P1
Conferentie
2009
2008
A comparison of sequential design methods for RF circuit block modeling
K. Crombecq
L. De Tommasi
Dirk Gorissen
Tom Dhaene
C3
Conferentie
2008
Accurate macromodeling based on tabulated magnitude frequency responses
Luciano De Tommasi
Bjorn Gustavsen
Tom Dhaene
P1
Conferentie
2008
Adaptive interpolation based on Polya frequency functions
Luc Knockaert
Daniël De Zutter
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON SIGNAL PROCESSING
2008
Analyzing and optimizing expensive computer simulations: the surrogate model approach
Ivo Couckuyt
Jan Broeckhove
Tom Dhaene
Karel Crombecq
Dirk Gorissen
C3
Conferentie
2008
Automatic model type selection with heterogeneous evolution: an application to RF circuit block modeling
Dirk Gorissen
Luciano De Tommasi
Jeroen Croon
Tom Dhaene
P1
Conferentie
2008
Automatic regression modeling with active learning
Dirk Gorissen
Tom Dhaene
Eric Laermans
C1
Conferentie
2008
Automatic surrogate model building for computer based design
Dirk Gorissen
Tom Dhaene
Piet Demeester
C1
Conferentie
2008
Broadband rational macromodeling based on the adaptive frequency sampling algorithm and the partial element equivalent circuit method
G ANTONINI
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY
2008
Causality determination and time delay extraction by means of the eigenfunctions of the Hilbert transform
Luc Knockaert
Tom Dhaene
P1
Conferentie
2008
Computer code for fast macromodeling of large multiport systems
Dirk Deschrijver
Bjorn Gustavsen
Tom Dhaene
P1
Conferentie
2008
Data-driven model order reduction using orthonormal vector fitting
Dirk Deschrijver
Tom Dhaene
Hoofdstuk in een boek
in
Model Order Reduction: Theory, Research Aspects and Applications
2008
Data-driven parametrized model order reduction using multivariate orthonormal vector fitting technique
Francesco Ferranti
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
C3
Conferentie
2008
Data-driven reduced order macromodeling
Tom Dhaene
C3
Conferentie
2008
Design of a semantic person-oriented nurse call management system
Femke Ongenae
Matthias Strobbe
Jan Hollez
Gregory De Jans
Filip De Turck
Tom Dhaene
Piet Demeester
P Verhoeve
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF WEB AND GRID SERVICES
2008
Estimation and validation of semiparametric dynamic nonlinear models
Y ROLAIN
W VAN MOER
J SCHOUKENS
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
2008
Fast parametric macromodeling of frequency responses using parameter derivatives
Francesco Ferranti
Dirk Deschrijver
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2008
Generation of rational model based SPICE circuits for transient simulations
Nobby Stevens
Tom Dhaene
P1
Conferentie
2008
Macromodeling of multiport systems using a fast implementation of the vector fitting method
Dirk Deschrijver
Michal Mrozowski
Tom Dhaene
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS
2008
Ontology based and context-aware hospital nurse call optimization
Femke Ongenae
Matthias Strobbe
Jan Hollez
Gregory De Jans
Filip De Turck
Tom Dhaene
Piet Demeester
P Verhoeve
P1
Conferentie
2008
Optimization in surrogate model building for RF circuit blocks
L De Tommasi
Dirk Gorissen
J Croon
Tom Dhaene
C3
Conferentie
2008
OTAGen: A tunable ontology generator for benchmarking ontology-based agent collaboration
Femke Ongenae
Stijn Verstichel
Filip De Turck
Tom Dhaene
Bart Dhoedt
Piet Demeester
C1
Conferentie
2008
Parametric macromodeling of time domain responses
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2008
RF circuit block modeling via Kriging surrogates
Dirk Gorissen
Luciano De Tommasi
Wouter Hendrickx
Jeroen Croon
Tom Dhaene
P1
Conferentie
2008
Robust parametric macromodeling using multivariate orthonormal vector fitting
Dirk Deschrijver
Tom Dhaene
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2008
Single-input-single-output passive macromodeling via Positive Fractions Vector Fitting
Luciano De Tommasi
Dirk Deschrijver
Tom Dhaene
P1
Conferentie
2008
Stability and passivity enforcement of parametric macromodels in time and frequency domain
Dirk Deschrijver
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2008
Surrogate modeling of low noise amplifiers based on transistor level simulations
L DE TOMMASI
Dirk Gorissen
J CROON
Tom Dhaene
C1
Conferentie
2008
Validation of positive fraction vector fitting algorithm in the identification of passive immittances
L DE TOMMASI
M DE MAGISTRIS
Dirk Deschrijver
Tom Dhaene
C1
Conferentie
2008
2007
Experimental analysis on the relaxation of macromodeling methods
Dirk Deschrijver
Marlize Schoeman
Tom Dhaene
Petrie Meyer
P1
Conferentie
2007
Grid-enabled adaptive surrogate modeling for computer based design (abstract)
Dirk Gorissen
Tom Dhaene
Piet Demeester
J BROECKHOVE
C1
Conferentie
2007
Robust identification of transient port responses using time domain orthonormal vector fitting
Dirk Deschrijver
B. Haegeman
Tom Dhaene
C1
Conferentie
2007
2006
Orthonormal bandlimited Kautz sequences for global system modeling from piecewise rational models
Luc Knockaert
Tom Dhaene
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
2006
2004
Recent trends in the integration of circuit optimization and full-wave electromagnetic analysis.
Daniël De Zutter
J SERCU
Tom Dhaene
J DE GEEST
FJ DEMUYNCK
S HAMMADI
CWP HUANG
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
2004
2002
Constrained EM-based modeling of passive components.
Tom Dhaene
Jan De Geest
Daniël De Zutter
P1
Conferentie
2002
Efficient MoM techniques for complex digital high-speed and RF-circuits and for parametrized model building
Daniël De Zutter
Jeannick Sercu
Tom Dhaene
C1
Conferentie
2002
2001
EM-based multidimensional parameterized modeling of general passive planar components.
Tom Dhaene
Jan De Geest
Daniël De Zutter
P1
Conferentie
2001
New approaches to increase the efficiency of the electromagnetic modeling of planar RF and microwave circuits
Daniël De Zutter
Jeannick Sercu
Tom Dhaene
C1
Conferentie
2001
1999
Adaptive CAD-model building algorithm for general planar microwave structures.
Jan De Geest
Tom Dhaene
Niels Faché
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
1999
Adaptive sampling algorithm for accurate modeling of general interconnection structures.
Jan De Geest
Tom Dhaene
Niels Faché
Daniël De Zutter
C1
Conferentie
1999
1995
Adaptive frequency sampling algorithm for fast and accurate S-parameter modeling of general planar structures.
Tom Dhaene
Jan Ureel
Niels Faché
Daniël De Zutter
C1
Conferentie
1995
Scattering matrix representation for the incidence of electromagnetic waves on multiconductor transmission line structures
Ilse Wuyts
Tom Dhaene
Daniël De Zutter
P1
Conferentie
1995
1994
Accurate transient simulation for high-speed interconnections.
Tom Dhaene
Luc Martens
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS
1994
CALIBRATION AND NORMALIZATION OF TIME-DOMAIN NETWORK ANALYZER MEASUREMENTS.
Tom Dhaene
Luc Martens
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
1994
CIRCUIT MODELING OF GENERAL HYBRID UNIFORM WAVE-GUIDE STRUCTURES IN CHIRAL ANISOTROPIC INHOMOGENEOUS-MEDIA.
Tom Dhaene
Femke Olyslager
Daniël De Zutter
A1
Artikel in een tijdschrift
in
ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING
1994
Circuitmodellering, transiëntsimulatie en tijdsdomeinkarakterisatie van hoge-snelheidsinterconnectiestructuren
Tom Dhaene
Daniël De Zutter
Luc Martens
Proefschrift
1994
Extended Bennia-Riad criterion for iterative frequency-domain deconvolution.
Tom Dhaene
Luc Martens
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
1994
1993
Advanced calibration and normalization techniques for time domain reflection and transmission measurements
Tom Dhaene
Luc Martens
K DE KESEL
Daniël De Zutter
C1
Conferentie
1993
Analysis and modelling of coupled dispersive interconnection lines
Tom Dhaene
Steven Criel
Daniël De Zutter
A2
Artikel in een tijdschrift
in
IEEE Trans, on Microwave Theory and Techniques, vol. MTT-40, no. 11, pp. 2103-2105, Nov. 1992
1993
EXTENDED SCATTERING MATRIX APPROACH FOR TRANSIENT ANALYSIS OF COUPLED DISPERSIVE LOSSY TRANSMISSION-LINES WITH ARBITRARY LOADS.
Tom Dhaene
Daniël De Zutter
A1
Artikel in een tijdschrift
in
ELECTROMAGNETICS
1993
Generalized iterative frequency domain deconvolution technique
Tom Dhaene
Luc Martens
Daniël De Zutter
C1
Conferentie
1993
1992
ANALYSIS AND MODELING OF COUPLED DISPERSIVE INTERCONNECTION LINES.
Tom Dhaene
Steven Criel
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
1992
CAD-ORIENTED GENERAL CIRCUIT DESCRIPTION OF UNIFORM COUPLED LOSSY DISPERSIVE WAVE-GUIDE STRUCTURES.
Tom Dhaene
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
1992
Improved time-domain characterization of high-speed interconnection structures'. IEEE Topical Meeting on Electrical Performance of Electronic Packaging, Tucson, USA, 22-24 Apr. 1992, pp. 142-144.
Tom Dhaene
Luc Martens
Peter Degraeuwe
Daniël De Zutter
[0-9]{2}
1992
Overview of the electromagnetic and circuit modeling of multiconductor lines. AIM Bullitin Scientifique de l'Association des Ingenieurs sortis de l'Institut d'Electricité Montefiore, Liege, Belgium, Aug. 1992, vol. 2, pp. 11-25.
Niels Faché
Femke Olyslager
Tom Dhaene
Daniël De Zutter
[0-9]{2}
1992
SELECTION OF LUMPED ELEMENT MODELS FOR COUPLED LOSSY TRANSMISSION-LINES.
Tom Dhaene
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS
1992
TRANSIENT SIMULATION OF ARBITRARY NONUNIFORM INTERCONNECTION STRUCTURES CHARACTERIZED BY SCATTERING PARAMETERS.
Tom Dhaene
Luc Martens
Daniël De Zutter
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS
1992
Extended thevenin models for transient analysis of non-uniform dispersive lossy multiconductor transmission lines. IEEE Intern. Symposium on Cir cuits and Systems, San Diego, USA, May 1992, vol. 4, pp. 1772-1775.
Tom Dhaene
Daniël De Zutter
C1
Conferentie
Selection of lumped element models for coupled lossy transmission lines. IEEE Transactions on Computer Aided Design of Integrated Circuit and Systems, vol. 11, nr. 7, pp. 805-815, Jul. 1992. 'Time domain simulation of electronically controlled aco ustic systems', Proceedings of the 6th FASE Congress, Zurich, Switserland, 29-31 Jul. 1992, pp. 299-302.
Tom Dhaene
Daniël De Zutter
C1
Conferentie
Time and frequency domain study of the propagation in lossy multilayered waveguide and antenna structures based on rigorous full-wave analysis. Proc. of the IEEE Antennas and Propagation Symposium. Chicago, USA, Jul. 1992, vol. 3, pp. 1504-1507.
Femke Olyslager
Tom Dhaene
Daniël De Zutter
C1
Conferentie
Time domain analysis of uniformly coupled lossy transmission lines with arbitrary loads. IEEE Intern. Symposium on Circuits and Systems, San Diego, USA, May 1992, vol. 5, pp. 2402-2404.
Tom Dhaene
Daniël De Zutter
C1
Conferentie
Transmission line modeling of coupled lossy open dispersive hybrid waveguide structures in isotropic and anisotropic media. Proc. of Intern. Symposium on Signals, Systems and Electronics, Paris, France, 1-4 Sep. 1992, vol. 1, pp. 427-429.
Tom Dhaene
Femke Olyslager
Daniël De Zutter
Paul Lagasse
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