Prof. dr. mult. Dirk Deschrijver - publications

Prof. Dirk Deschrijver - publications

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Patents

2018

A method and a System for Detecting a Respiratory Event of a Subject and a Method for Forming a Model for Detecting a Respiratory Event (url)
Inventors : W. Groenendaal, D. Deschrijver, J. Ruyssinck, T. Van Steenkiste,
Applicant : Onera Health,
- WO Patent, 2019/179836 (A1), PCT/EP2019/056222, 2018-03-19

2009

A Method and Device for Multivariate Modelling (url)
Inventors : D. Deschrijver, T. Dhaene, D. De Zutter,
Applicant : IBBT vzw, Ghent University,
- EU Patent, No. EP 2 051 175 (A1), 2009-04-22
Method and Device for Generating a Model of a Multiparameter System (url)
Inventors : D. Deschrijver, T. Dhaene, D. De Zutter,
Applicant : IBBT vzw, Ghent University,
- INT Patent, Pub.No. WO 2009/049703, 2009-04-23

2007

Broadband Transfer Function Synthesis using Orthonormal Rational Bases (url)
Inventors : T. Dhaene, D. Deschrijver, B. Haegeman,
Assignee : Agilent Technologies Inc.,
- U.K. Patent, No. GB 2437351 (A), 2007-10-24
- U.S. Patent, No. US 2007/0250559 (A1), 2007-10-25

Books / Chapters

Improving Energy Efficiency through Data-Driven Modeling, Simulation and Optimization
D. Deschrijver,
Published in: Energies (url)
vol. 14, ISBN: 978-3-0365-1207-5, Basel, Switzerland,
no. 6, 1543, 2021.
Rational Modeling Algorithm for Passive Microwave Structures and Systems
D. Deschrijver, T. Dhaene, O. Salazar Celis, A. Cuyt
Published in: Progress in Industrial Mathematics at ECMI 2010 (url)
Edited by M. Günther, A. Bartel, M. Brunk, S. Schöps and M. Striebel, Springer, series: "Mathematics in Industry"
Post-conference proceedings, European Conference on Mathematics for Industry (ECMI 2010),
vol. 17, ISBN: 978-3-642-25099-6, Eindhoven, The Netherlands,
Part 1, pp. 37-43, 2012.
Data-Driven Parameterized Model Order Reduction Using z-Domain Multivariate Orthonormal Vector Fitting Technique
F. Ferranti, D. Deschrijver, L. Knockaert, T. Dhaene,
Published in: Model Reduction for Circuit Simulation (url)
Edited by P. Benner, M. Hinze, E. J. W. ter Maten, Springer, series: Lecture Notes in Electrical Engineering,
vol. 74, Part 2, ISBN 978-94-007-0088-8, Springer, Heidelberg,
Chapter 7, pp. 141-148, 2011.
Data-driven Model Order Reduction using Orthonormal Vector Fitting
D. Deschrijver, T. Dhaene,
Published in: Model Order Reduction: Theory, Research Aspects and Applications (url)
Edited by H.A. van der Vorst, W.H.A. Schilders and J. Rommes, Springer, series: Mathematics in Industry, Subseries: The European Consortium for Mathematics in Industry,
vol. 13, ISBN 978-3-540-78840-9, Springer, Heidelberg,
Chapter 16, pp. 341-359, 2008.

Journals

2023

Modeling Electrically Long Interconnects Using Physics-Informed Delayed Gaussian Processes
F. Garbuglia, T. Reuschel, C. Schuster, D. Deschrijver, T. Dhaene, D. Spina,
IEEE Transactions on Electromagnetic Compatibility,
vol. 65, no. 6, pp. 1715-1723, December 2023.
Reliable Assessment of Uncertainty for Appliance Recognition in NILM using Conformal Prediction
L. Werthen-Brabants, T. Dhaene, D. Deschrijver,
Electronics Letters,
vol. 59, no. 18, art. no. e12860, September 2023.
Bayesian Optimization for Microwave Devices Using Deep GP Spectral Surrogate Models
F. Garbuglia, D. Spina, D. Deschrijver, I. Couckuyt, T. Dhaene,
IEEE Transactions on Microwave Theory & Techniques,
vol. 71, no. 6, pp. 2311-2318, June 2023.

2022

Bayesian Active Learning for Received Signal Strength-Based Visible Light Positioning
F. Garbuglia, W. Raes, J. De Bruycker, N. Stevens, D. Deschrijver, T. Dhaene,
IEEE Photonics Journal,
vol. 14, no. 6, pp. 1-8, 2022.
Bayesian Active Learning for Radiation Pattern Sampling Over Cylindrical Surfaces
F. Garbuglia, T. Claeys, I. Couckuyt, D. Deschrijver, T. Dhaene,
IEEE Transactions on Electromagnetic Compatibility,
vol. 64, no. 5, pp. 1391-1398, October 2022.
Uncertainty Quantification for Appliance Recognition in Non-Intrusive Load Monitoring using Bayesian Deep Learning
L. Werthen-Brabants, T. Dhaene, D. Deschrijver,
Energy and Buildings,
vol. 270, 112282, September 2022.
Split BiRNN for Real-Time Activity Recognition using Radar and Deep Learning
L. Werthen-Brabants, G. Bhavanasi, I. Couckuyt, T. Dhaene, D. Deschrijver,
Scientific Reports,
vol. 12, 7436, May 2022.
A Semi-Supervised Approach with Monotonic Constraints for Improved Remaining Useful Life Estimation
D. Nieves Avendano, N. Vandermoortele, C. Soete, P. Moens, A. Partogi Ompusunggu, D. Deschrijver, S. Van Hoecke,
Sensors,
vol. 22, no. 4, 1590, February 2022.

2021

Anomaly Detection and Event Mining in Cold Forming Manufacturing Processes
D. Nieves Avendano, D. Caljouw, D. Deschrijver, S. Van Hoecke,
The International Journal of Advanced Manufacturing Technology,
vol. 115, pp. 837-852, 2021.
Bayesian Active Learning for Multi‐Objective Feasible Region Identification in Microwave Devices
F. Garbuglia, J. Qing, N. Knudde, D. Spina, I. Couckuyt, D. Deschrijver, T. Dhaene,
Electronics Letters,
vol. 57, no. 10, pp. 400-403, May 2021.
Complex Vector Fitting Toolbox: A Software Package for the Modelling and Simulation of General Linear and Passive Baseband Systems
D. Spina, Y. Ye, D. Deschrijver, W. Bogaerts, T. Dhaene,
Electronics Letters,
vol. 57, no. 10, pp. 404-406, May 2021.
Learning Multivariate Shapelets with Multi-Layer Neural Networks for Interpretable Time-Series Classification
R. Medico, J. Ruyssinck, D. Deschrijver, T. Dhaene,
Advances in Data Analysis and Classification,
vol. 15, no. 4, pp. 911-936, 2021.

2020

Statistical Modeling of Frequency Responses using Linear Bayesian Vector Fitting
S. De Ridder, D Spina, D. Deschrijver, D. Vande Ginste, T. Dhaene,
International Journal of Numerical Modelling, Electronic Networks, Devices and Fields,
Special Issue: Advances in Forward and Inverse Surrogate Modeling for High‐Frequency Design,
vol. 33, no. 6, e2762, November / December 2020.
Portable Detection of Apnea and Hypopnea Events using Bio-Impedance of the Chest and Deep Learning
T. Van Steenkiste, W. Groenendaal, P. Dreesen, S. Lee, S. Klerckx, R. De Francisco, D. Deschrijver, T. Dhaene,
IEEE Journal of Biomedical and Health Informatics,
vol. 29, no. 9, pp. 2589 - 2598, September 2020.
A Voltage and Current Measurement Dataset for Plug Load Appliance Identification in Households
R. Medico, L. De Baets, J. Gao, S. Giri, E. Kara, T. Dhaene, C. Develder, M. Bergés, D. Deschrijver,
Scientific Data, Nature,
vol. 7, art. no. 49, February 2020.

2019

Automated Sleep Apnea Detection in Raw Respiratory Signals using Long Short-Term Memory Neural Networks
T. Van Steenkiste, W. Groenendaal, D. Deschrijver, T. Dhaene,
IEEE Journal of Biomedical and Health Informatics,
vol. 23, no. 6, pp. 2354-2364, November 2019.
Machine-Learning-Based Error Detection and Design Optimization in Signal Integrity Applications
R. Medico, D. Spina, D. Vande Ginste, D. Deschrijver, T. Dhaene,
IEEE Transactions on Components, Packaging and Manufacturing Technology,
vol. 9, no. 9, pp. 1712-1720, September 2019.
Time-Domain Compact Macromodeling of Linear Photonic Circuits via Complex Vector Fitting
Y. Ye, D. Spina, D. Deschrijver, W. Bogaerts, T. Dhaene,
Photonics Research,
vol. 7, no. 7, pp. 771-782, July 2019.
ALBATROS: Adaptive Line-Based Sampling Trajectories for Sequential Measurements
T. Van Steenkiste, J. van der Herten, D. Deschrijver, T. Dhaene,
Engineering with Computers,
vol. 35, no. 2, pp. 537-550, April 2019.
Bayesian Cylindrical Data Modeling using Abe-Ley Mixtures
N. Sadeghianpourhamami, D. Benoit, D. Deschrijver, C. Develder,
Applied Mathematical Modeling,
vol. 68, pp. 629-642, April 2019.
Machine Learning Based Error Detection in Transient Susceptibility Tests
R. Medico, N. Lambrecht, H. Pues, D. Vande Ginste, D. Deschrijver, T. Dhaene, D. Spina,
IEEE Transactions on Electromagnetic Compatibility,
vol. 61, no. 2, pp. 352-360, April 2019.
Generation of Stochastic Interconnect Responses via Gaussian Process Latent Variable Models
S. De Ridder, D. Deschrijver, P. Manfredi, T. Dhaene, D. Vande Ginste,
IEEE Transactions on Electromagnetic Compatibility,
vol. 61, no. 2, pp. 582-585, April 2019.
Adaptive Frequency Sampling using Linear Bayesian Vector Fitting
S. De Ridder, D. Deschrijver, D. Spina, T. Dhaene, D. Vande Ginste,
Electronics Letters,
vol. 55, no. 2, pp. 74-76, January 2019.
Detection of Unidentiﬁed Appliances in Non-Intrusive Load Monitoring Using Siamese Neural Networks
L. De Baets, C. Develder, T. Dhaene, D. Deschrijver,
Electrical Power and Energy Systems,
vol. 104, pp. 645-653, January 2019.

2018

A Generative Modeling Framework for Statistical Link Analysis Based on Sparse Data
S. De Ridder, P. Manfredi, J. De Geest, D. Deschrijver, D. De Zutter, T. Dhaene, D. Vande Ginste,
IEEE Transactions on Components, Packaging and Manufacturing Technology,
vol. 8, no. 1, pp. 21-31, January 2018.
Appliance Classification using VI Trajectories and Convolutional Neural Networks
L. De Baets, J. Ruyssinck, C. Develder, T. Dhaene, D. Deschrijver,
Energy and Buildings,
vol. 158, pp. 32-36, January 2018.

2017

Constrained Multi‐Objective Antenna Design Optimization using Surrogates
P. Singh, M. Rossi, I. Couckuyt, D. Deschrijver, H. Rogier, T. Dhaene,
International Journal of Numerical Modelling: Electronic Networks, Devices and Fields,
vol. 30, no. 6, e2248, November/December 2017.
Surrogate Modeling Based Cognitive Decision Engine for Optimization of WLAN Performance
D. Plets, K. Chemmangat, D. Deschrijver, M. Mehari, S. Ulaganathan, M. Pakparvar, T. Dhaene, J. Hoebeke, I. Moerman, E. Tanghe,
Wireless Networks,
vol. 23, no. 8, pp. 2347-2359, November 2017.
Multi-objective Geometry Optimization of a Gas Cyclone Using Triple-Fidelity Co-Kriging Surrogate Models
P. Singh, I. Couckuyt, K. Elsayed, D. Deschrijver, T. Dhaene,
Journal of Optimization Theory and Applications,
vol. 175, no. 1, pp. 172-193, October 2017.
Comprehensive Feature Selection for Appliance Classification in NILM
N. Sadeghianpourhamami, J. Ruyssinck, D. Deschrijver, T. Dhaene, C. Develder,
Energy and Buildings,
vol. 151, pp. 98-106, September 2017.
On the Bayesian Optimization and Robustness of Event Detection Methods in NILM
L. De Baets, J. Ruyssinck, C. Develder, T. Dhaene, D. Deschrijver,
Energy and Buildings,
vol. 145, pp. 57-66, June 2017.
A Sequential Sampling Strategy for Adaptive Classification of Computationally Expensive Data
P. Singh, J. van der Herten, D. Deschrijver, I. Couckuyt, T. Dhaene,
Structural and Multidisciplinary Optimization,
vol. 55, no. 4, pp. 1425-1438, April 2017.

2016

Building Accurate Radio Environment Maps From Multi-Fidelity Spectrum Sensing Data
S. Ulaganathan, D. Deschrijver, M. Pakparvar, I. Couckuyt, W. Liu, D. Plets, W. Joseph, T. Dhaene, L. Martens, I. Moerman,
Wireless Networks,
vol. 22, no. 8, pp. 2551-2562, November 2016.
Efficient Identification of a Multi-Objective Pareto Front on a Wireless Experimentation Facility
M. Mehari, E. De Poorter, I. Couckuyt, D. Deschrijver, G. Vermeeren, D. Plets, W. Joseph, L. Martens, T. Dhaene, I. Moerman,
IEEE Transactions on Wireless Communications,
vol. 15, no. 10, pp. 6662-6675, October 2016.
Adaptive Classification under Computational Budget Constraints using Sequential Data Gathering
J. Van Der Herten, I. Couckuyt, D. Deschrijver, T. Dhaene,
Advances in Engineering Software,
vol. 99, pp. 137-146, September 2016.
Measurement-Based Wireless Network Planning, Monitoring, and Reconfiguration Solution for Robust Radio Communications in Indoor Factories
X. Gong, J. Trogh, Q. Braet, E. Tanghe, P. Singh, D. Plets, J. Hoebeke, D. Deschrijver, T. Dhaene, L. Martens, W. Joseph,
IET Science, Measurement and Technology,
vol. 10, no. 4, pp. 375-382, July 2016.
Data-Driven Design of Intelligent Wireless Networks: An Overview and Tutorial
M. Kulin, C. Fortuna, E. De Poorter, D. Deschrijver, I. Moerman,
Sensors,
vol. 16, no. 6, 61 pages, June 2016.
Shape Optimization of a Cyclone Separator using Multi-Objective Surrogate-Based Optimization
P. Singh, I. Couckuyt, K. Elsayed, D. Deschrijver, T. Dhaene,
Applied Mathematical Modelling,
vol. 40, no. 5-6, pp. 4248-4259, March 2016.

2015

Efficient Global Optimization of Multi-Parameter Network Problems on Wireless Testbeds
M. Mehari, E. De Poorter, I. Couckuyt, D. Deschrijver, J. Vanhie-Van Gerwen, D. Pareit, T. Dhaene, I. Moerman,
Ad Hoc Networks,
vol 29, pp. 15-31, June 2015.
A Fuzzy Hybrid Sequential Design Strategy for Global Surrogate Modeling of High-Dimensional Computer Experiments
J. van der Herten, I. Couckuyt, D. Deschrijver, T. Dhaene,
SIAM Journal on Scientific Computing,
vol 37, no. 2, pp. A1020–A1039, April 2015.

2014

A Cognitive QoS Management Framework for WLANs
M. Pakparvar, D. Plets, E. Tanghe, D. Deschrijver, W. Liu, K. Chemmangat, I. Moerman, T. Dhaene, L. Martens, W. Joseph,
Eurasip Journal on Wireless Communications and Networking,
doi:10.1186/1687-1499-2014-191,
vol 2014, no. 191, 18 pages, November 2014.
Fast Calculation of the Multiobjective Probability of Improvement and Expected Improvement Criteria for Pareto Optimization
I. Couckuyt, D. Deschrijver, T. Dhaene,
Journal of Global Optimization,
vol. 60, no. 3, pp. 575-594, November 2014.
Stochastic Macromodeling of Nonlinear Systems Via Polynomial Chaos Expansion and Transfer Function Trajectories
D. Spina, D. De Jonghe, D. Deschrijver, G. Gielen, L. Knockaert, T. Dhaene,
IEEE Transactions on Microwave Theory and Techniques,
vol. 62, no. 7, pp. 1454-1460, July 2014.

2013

Accurate Hotspot Localization by Sampling the Near-Field Pattern of Electronic Devices
P. Singh, D. Deschrijver, D. Pissoort, T. Dhaene,
IEEE Transactions on Electromagnetic Compatibility,
vol. 55, no. 6, pp. 1365-1368, December 2013.
Adaptive Classification Algorithm for EMC Compliance Testing of Electronic Devices
P. Singh, D. Deschrijver, D. Pissoort, T. Dhaene,
IEE Electronics Letters,
vol. 49, no. 24, pp. 1526-1528, November 2013.
Assessment of Outdoor Radiofrequency Electromagnetic Field Exposure Through Hotspot Localization Using Kriging-Based Sequential Sampling
S. Aerts, D. Deschrijver, L. Verloock, T. Dhaene, L. Martens, W. Joseph,
Environmental Research,
vol. 126, pp. 184-191, October 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
S. Aerts, D. Deschrijver, W. Joseph, L. Verloock, T. Dhaene, L. Martens,
Bioelectromagnetics,
vol. 37, no. 7, pp. 570, October 2013.
Constructing a No-Reference H.264/AVC Bitstream-based Video Quality Metric using Genetic Programming-based Symbolic Regression
N. Staelens, D. Deschrijver, E. Vladislavleva, B. Vermeulen, T. Dhaene, P. Demeester,
IEEE Transactions on Circuits and Systems in Video Technology,
vol. 32, no. 8, pp. 1322-1333, August 2013.
Exposure Assessment of Mobile Phone Base Station Radiation in an Outdoor Environment using Sequential Surrogate Modeling
S. Aerts, D. Deschrijver, W. Joseph, L. Verloock, F. Goeminne, L. Martens, T. Dhaene,
Bioelectromagnetics,
vol. 34, no. 3, pp. 300-311, May 2013.
Identification of Quasi-Optimal Regions in the Design Space using Surrogate Modeling
I. Couckuyt, J. Aernouts, D. Deschrijver, F. De Turck, T. Dhaene,
Engineering with Computers,
vol. 29, no. 2, pp. 127-138, April 2013.
Macromodeling of High-speed Interconnects by Positive Interpolation of Vertical Segments
O. Salazar Celis, A. Cuyt, D. Deschrijver, D. Vande Ginste, T. Dhaene, L. Knockaert,
Applied Mathematical Modeling,
vol. 37, no. 7, pp. 4874-4882, April 2013.
A Barycentric Vector Fitting Algorithm for Efficient Macromodeling of Linear Multiport Systems
D. Deschrijver, L. Knockaert, T. Dhaene,
IEEE Microwave and Wireless Components Letters,
vol 23, no. 2, pp. 60-62, February 2013.
A Cognitive Accountability Mechanism for Penalizing Misbehaving ECN-based TCP Stacks
S. Latré, W. Van de Meerssche, D. Deschrijver, D. Papadimitriou, T. Dhaene, F. De Turck,
International Journal of Network Management,
vol. 23, no. 1, pp. 16-40, January/February 2013.

2012

A Software Framework for Automated Behavioral Modeling of Electronic Devices
D. Gorissen, D. Deschrijver, T. Dhaene, D. De Zutter,
IEEE Microwave Magazine,
vol. 13, no. 6, pp. 102-118, September/October 2012.
Stochastic Modeling Based Variability Analysis of On-Chip Interconnects
D. Vande Ginste, D. De Zutter, D. Deschrijver, T. Dhaene, P. Manfredi, F. Canavero,
IEEE Transactions on Components, Packaging and Manufacturing Technology,
vol. 2, no. 7, pp. 1182-1192, July 2012.
Automated Near-Field Scanning Algorithm for the EMC Analysis of Electronic Devices
D. Deschrijver, F. Vanhee, D. Pissoort, T. Dhaene,
IEEE Transactions on Electromagnetic Compatibility,
vol. 54, no. 3, pp. 502-510, June 2012.
Fully Parameterized Macromodeling of S-Parameter Data by Interpolation of Numerator & Denominator
D. Deschrijver, T. Dhaene,
IEEE Microwave and Wireless Components Letters,
vol. 22, no. 6, pp. 309-311, June 2012.
Accurate Macromodeling Algorithm for Time Domain Identification of Transient Port Responses
D. Deschrijver, T. Dhaene,
International Journal of Numerical Modelling: Electronic Networks, Devices and Fields,
vol. 25, no. 1, pp. 24-38, January/February 2012.

2011

Microwave Small-Signal Modelling of FinFETs using Multi-Parameter Rational Fitting Method
D. Deschrijver, G. Avolio, D. Schreurs, T. Dhaene, G. Crupi, L. Knockaert,
IEE Electronics Letters,
vol. 47, no. 19, pp. 1084-1086, September 2011.
A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments
K. Crombecq, D. Gorissen, D. Deschrijver, T. Dhaene,
SIAM Journal on Scientific Computing,
vol. 33, no. 4, pp. 1948-1974, 2011.
An Algorithm for Direct Identification of Passive Transfer Matrices with Positive Real Fractions via Convex Programming
L. De Tommasi, M. de Magistris, D. Deschrijver, T. Dhaene,
International Journal of Numerical Modelling: Electronic Networks, Devices and Fields,
vol. 24, no. 4, pp. 375-386, July/August 2011.
Adaptive Sampling Algorithm for Macromodeling of Parameterized S-Parameter Responses
D. Deschrijver, K. Crombecq, Huu Minh Nguyen, T. Dhaene,
IEEE Transactions on Microwave Theory and Techniques,
vol. 59, no. 1, pp. 39-45, January 2011.

2010

Improving Robustness of Vector Fitting to Outliers in Data
D. Deschrijver, L. Knockaert, T. Dhaene,
IEE Electronics Letters,
vol. 46, No. 17, pp. 1200-1201, August 2010.
Rational Fitting of S-Parameter Frequency Samples with Maximum Absolute Error Control
D. Deschrijver, T. Dhaene,
IEEE Microwave and Wireless Components Letters,
vol. 20, No. 5, pp. 247-249, May 2010.
DC-Preserving Passivity Enforcement for S-Parameter Based Macromodels
D. Deschrijver, T. Dhaene,
IEEE Transactions on Microwave Theory and Techniques,
vol. 58, No. 4, pp. 923-928, April 2010.
On the Application of Dimensional Analysis to Parametric Macromodeling
D. Deschrijver, A. Narbudowicz, E. Laermans, T. Dhaene,
IEEE Microwave and Wireless Components Letters,
vol. 20, No. 4, pp. 190-192, April 2010.
Transfer Function Identification from Phase Response Data
L. De Tommasi, D. Deschrijver, T. Dhaene,
AEÜ International Journal of Electronics and Communications,
vol. 64, No. 3, pp. 218-223, March 2010.
Digital Filters for Accurately Verifying the Performance of Hearing Protectors in Use
A. Bockstael, D. Deschrijver, D. Botteldooren, T. Dhaene, B. Vinck,
Acta Acustica United With Acustica,
vol. 96, No. 1, pp. 168-178, January/February 2010.

2009

Adaptive Stopping Criterion for Fast Time Domain Characterization of Microwave Components
D. Deschrijver, D. Pissoort, T. Dhaene,
IEEE Microwave and Wireless Components Letters,
vol. 19, No. 12, pp. 765-767, December 2009.
Magnitude Vector Fitting to Interval Data
W. Hendrickx, D. Deschrijver, L. Knockaert, T. Dhaene,
Mathematics and Computers in Simulation,
vol. 80, No. 3, pp. 572-580, November 2009.
Fast Broadband Modeling of Frequency-Domain Responses by Piecewise Interpolation
D. Deschrijver, B. Gustavsen, T. Dhaene,
Electric Power Systems Research,
vol. 79, No. 11, pp. 1574-1578, November 2009.
Causality Preserving Passivity Enforcement for Traveling-Wave-Type Transmission-Line Models
D. Deschrijver, B. Gustavsen, T. Dhaene,
IEEE Transactions on Power Delivery,
vol. 24, No. 4, pp. 2461-2462, October 2009.
Hybrid Algorithm for Compact and Stable Macromodeling of Parameterised Frequency Responses
F. Ferranti, D. Deschrijver, L. Knockaert, T. Dhaene,
IEE Electronics Letters,
vol. 45, No. 10, pp. 493-495, May 2009.
Modified Half-Size Test Matrix for Robust Passivity Assessment of S-parameter Macromodels
D. Deschrijver, T. Dhaene,
IEEE Microwave and Wireless Components Letters,
vol. 19, No. 5, pp. 263-265, May 2009.
Fast Passivity Enforcement of S-parameter Macromodels by Pole Perturbation
D. Deschrijver, T. Dhaene,
IEEE Transactions on Microwave Theory and Techniques,
vol. 57, No. 3, pp. 620-626, March 2009.
Stable Parametric Macromodeling using a Recursive Implementation of the Vector Fitting Algorithm
T. Dhaene, D. Deschrijver,
IEEE Microwave and Wireless Components Letters,
vol. 19, No. 2, pp. 59-61, February 2009.
Efficient Algorithm for Passivity Enforcement of S-parameter Based Macromodels
T. Dhaene, D. Deschrijver, N. Stevens,
IEEE Transactions on Microwave Theory and Techniques,
vol. 57, No. 2, pp. 415-420, February 2009.
Efficient Power Bus Modeling based on an Adaptive Frequency Sampling Technique
G. Antonini, D. Deschrijver, T. Dhaene,
International Journal of Numerical Modelling: Electronic Networks, Devices and Fields (Wiley),
vol. 22, No. 1, pp. 57-76, January 2009.

2008

Fast Parametric Macromodeling of Frequency Responses using Parameter Derivatives
F. Ferranti, D. Deschrijver, L. Knockaert, T. Dhaene,
IEEE Microwave and Wireless Components Letters,
vol. 18, No. 12, pp. 761-763, December 2008.
Stability and Passivity Enforcement of Parametric Macromodels in Time and Frequency Domain
D. Deschrijver, T. Dhaene,
IEEE Transactions on Microwave Theory and Techniques,
vol. 56, No. 11, pp. 2435-2441, November 2008.
Robust Parametric Macromodeling using Multivariate Orthonormal Vector Fitting
D. Deschrijver, T. Dhaene, D. De Zutter,
IEEE Transactions on Microwave Theory and Techniques,
vol. 56, No. 7, pp. 1661-1667, July 2008.
Causal and Stable Reduced Order Model for Linear High-Frequency Systems
M. Condon, G. Grahovski, D. Deschrijver,
IEE Electronics Letters,
vol. 44, No. 14, pp. 843-844, July 2008.
Macromodeling of Multiport Systems using a Fast Implementation of the Vector Fitting Method
D. Deschrijver, M. Mrozowski, T. Dhaene, D. De Zutter,
IEEE Microwave and Wireless Components Letters,
vol. 18, No. 6, pp. 383-385, June 2008.
Broadband Rational Macromodeling Based on the Adaptive Frequency Sampling Algorithm and the Partial Element Equivalent Circuit Method
G. Antonini, D. Deschrijver, T. Dhaene,
IEEE Transactions on Electromagnetic Compatibility,
vol. 50, No. 1, pp. 128-137, February 2008.

2007

Combining Krylov Subspace Methods and Identification-based Methods for Model Order Reduction
P. Heres, D. Deschrijver, W. Schilders, T. Dhaene,
The International Journal of Numerical Modelling: Electronic Networks, Devices and Fields (Wiley),
vol. 20, No. 6, pp. 271-282, November 2007.
Advancements in Iterative Methods for Rational Approximation in the Frequency Domain
D. Deschrijver, B. Gustavsen, T. Dhaene,
IEEE Transactions on Power Delivery,
vol. 22, No. 3, pp. 1633-1642, July 2007.
Orthonormal Vector Fitting: A Robust Macromodeling Tool for Rational Approximation of Frequency Domain Responses
D. Deschrijver, B. Haegeman, T. Dhaene,
IEEE Transactions on Advanced Packaging,
vol. 30, No. 2, pp. 216-225, May 2007.
A Note on the Multiplicity of Poles in the Vector Fitting Macromodeling Method
D. Deschrijver, T. Dhaene,
IEEE Transactions on Microwave Theory and Techniques,
vol. MTT-55, No. 4, pp. 736-741, April 2007.
Broadband Macromodels for Retarded Partial Element Equivalent Circuit (rPEEC) Method
G. Antonini, D. Deschrijver, T. Dhaene,
IEEE Transactions on Electromagnetic Compatibility,
vol. 49, No. 1, pp. 35-48, February 2007.

2005

Broadband Macromodelling of Passive Components using Orthonormal Vector Fitting
D. Deschrijver, T. Dhaene,
IEE Electronics Letters,
vol. 41, No. 21, pp. 1160-1161, October 2005.
Univariate Rational Macromodeling of High-Speed Passive Components: a Comparative Study
D. Deschrijver, T. Dhaene,
Tutorial paper, ACES Newsletter (Applied Computational Electromagnetic Society),
vol. 20, No. 2, pp. 35-60, July 2005.
Generalised Vector Fitting Algorithm for Macromodelling of Passive Electronic Components
T. Dhaene, D. Deschrijver,
IEE Electronics Letters,
vol. 41, No. 6, pp. 299-300, March 2005.

Conferences

2023

Wideband Complex Vector Fitting for Modeling Time Delay Variations in Passive Photonic Filters
T. Ullrick, D. Deschrijver, W. Bogaerts, T. Dhaene,
IEEE 32nd Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS 2023), Milpitas (USA),
3 pages, October 2023.
Comparator Model for Detecting Changes in the Ease of Breathing of COPD Patients
T. Kok, W. Groenendaal, S. Blanco-Almazan, L. Lijnen, C. Smeets, D. Ruttens, J. Morales, T. Dhaene, F. Ongenae, S. Van Hoecke, D. Deschrijver,
6th International Workshop on Knowledge Discovery in Healthcare Data (KDH 2023), Macao (China),
7 pages, August 2023.
Modeling S-parameters of Interconnects using Periodic Gaussian Process Kernels
F. Garbuglia, D. Spina, T. Reuschel, C. Schuster, D. Deschrijver, T. Dhaene,
IEEE 27th Workshop on Signal and Power Integrity (SPI 2023), Aveiro (Portugal),
4 pages, May 2023.

2022

S-parameter Modeling and Optimization using Deep Gaussian Processes
F. Garbuglia, D. Spina, D. Deschrijver, I. Couckuyt, T. Dhaene,
24th International Microwave and Radar Conference (MIKON 2022), Gdansk (Poland),
3 pages, September 2022.
Quantifying Uncertainty in Real Time with Split BiRNN for Radar Human Activity Recognition
L. Werthen-Brabants, G. Bhavanasi, I. Couckuyt, T. Dhaene, D. Deschrijver,
19th European Radar Conference (EuRAD 2022), Milan (Italy),
pp. 173-176, September 2022.
Convolutional Neural Networks for Apnea Detection from Smartphone Audio Signals: Effect of Window Size
Y. Castillo-Escario, L. Werthen-Brabants, W. Groenendaal, D. Deschrijver, R. Jane,
44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2022), Glasgow (Scotland),
pp. 666-669, July 2022.

2020

Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data
T. Van Steenkiste, D. Deschrijver, T. Dhaene,
Proceedings of the Machine Learning for Health NeurIPS Workshop (PMLR),
116:112-125, December 2020.
Interpretable Epilepsy Detection in Routine, Interictal EEG Data using Deep Learning
T. Uyttenhove, A. Maes, T. Van Steenkiste, D. Deschrijver, T. Dhaene,
Proceedings of the Machine Learning for Health NeurIPS Workshop (PMLR),
136:355-366, December 2020.
A Bayesian Optimisation Procedure for Estimating Optimal Trajectories in Electromagnetic Compliance Testing
R. Delanghe, T. Van Steenkiste, I. Couckuyt, D. Deschrijver, T. Dhaene,
1st International Electronic Conference - Futuristic Applications on Electronics (IEC 2020), Online,
10 pages, November 2020.
Evaluation of Generative Modeling Techniques for Frequency Responses
F. Garbuglia, D. Spina, D. Deschrijver, T. Dhaene,
1st International Electronic Conference - Futuristic Applications on Electronics (IEC 2020), Online,
6 pages, November 2020.

2019

SEGOLS : a Line-Based Sequential Sampling Strategy for Efficient Design Space Exploration and Optimization
R. Delanghe, T. Van Steenkiste, D. Deschrijver, T. Dhaene,
Proceedings of the Winter Simulation Conference (Wintersim 2019), National Harbor (USA),
12 pages, December 2019.
Learning To Forget : Design of Experiments for Line-Based Bayesian Optimization in Dynamic Environments
J. Jocqué, T. Van Steenkiste, P. Stroobant, R. Delanghe, D. Deschrijver, T. Dhaene,
Proceedings of the Winter Simulation Conference (Wintersim 2019), National Harbor (USA),
pp. 656-667, December 2019.
Efficient Time-Domain Modeling and Simulation of Passive Bandpass Systems
Y. Ye, D. Spina, D. Deschrijver, W. Bogaerts, T. Dhaene,
International Conference on Electromagnetics in Advanced Applications (ICEAA 2019), Granada (Spain),
pp. 992-996, September 2019.
Gaining Insight in Wind Turbine Drivetrain Dynamics by Means of Automatic Operational Modal Analysis Combined With Machine Learning Algorithms
N. Gioia, P. J. Daems, C. Peeters, P. Guillaume, J. Helsen, R. Medico, D. Deschrijver, T. Dhaene,
38th International Conference on Ocean, Offshore and Arctic Engineering (ASME 2019), Glasgow, Scotland (UK),
Volume 10: Ocean Renewable Energy, June 2019.
Interpretable ECG Beat Embedding using Disentangled Variational Auto-Encoders
T. Van Steenkiste, D. Deschrijver, T. Dhaene,
IEEE 32th International Symposium on Computer-Based Medical Systems (CMBS 2019), Cordoba (Spain),
pp. 373-378, June 2019.
A Bayesian Approach to Adaptive Frequency Sampling
S. De Ridder, D. Deschrijver, D. Spina, T. Dhaene, D. Vande Ginste
IEEE 23rd Workshop on Signal and Power Integrity (SPI 2019), Chambery (France),
4 pages, June 2019.

2018

Autoencoding Density-Based Anomaly Detection for Signal Integrity Applications
R. Medico, D. Spina, D. Vande Ginste, D. Deschrijver, T. Dhaene,
IEEE 27th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS 2018), San Jose (USA),
pp. 47-49, October 2018.
Data-driven Optimization of Energy Efficiency and Comfort in an Apartment
D. Nieves Avendaño, J. Ruyssinck, S. Vandekerckhove, S. Van Hoecke, D. Deschrijver,
IEEE 9th Conference on Intelligent Systems (IS 2018), Madeira (Portugal),
pp. 174-182, September 2018.
Automated Assessment of Bone Age using Deep Learning and Gaussian Process Regression
T. Van Steenkiste, J. Ruyssinck, O. Janssens, B. Vandersmissen, F. Vandecasteele, P. Devolder, E. Achten, S. Van Hoecke, D. Deschrijver, T. Dhaene,
40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), Honolulu (USA),
pp. 674-677, July 2018.
Systematic Comparison of Respiratory Signals for the Automated Detection of Sleep Apnea
T. Van Steenkiste, W. Groenendaal, J. Ruyssinck, P. Dreesen, S. Klerkx, C. Smeets, R. de Francisco, D. Deschrijver, T. Dhaene,
40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), Honolulu (USA),
pp. 449-452, July 2018.
Modeling Real-World Flexibility of Residential Power Consumption: Exploring the Cylindrical WeiSSVM Distribution
N. Sadeghianpourhamami, D. Benoit, D. Deschrijver, C. Develder,
Ninth International Conference on Future Energy Systems (e-Energy 2018), Karlsruhe (Germany),
pp. 408-410, June 2018.
VI-based Appliance Classification Using Aggregated Power Consumption Data
L. De Baets, T. Dhaene, D. Deschrijver, C. Develder, M. Berges, C. Develder,
IEEE International Conference on Smart Computing (Smartcomp 2018), Taormina (Italy),
8 pages, June 2018.

2017

Handling Imbalance in an Extended PLAID
L. De Baets, G. Jingkun, C. Develder, T. Dhaene, M. Berges, D. Deschrijver,
5th IFIP Conference on Sustainable Internet and ICT for Sustainability, Funchal (Portugal),
5 pages, December 2017.
Automated Classification of Appliances Using Elliptical Fourier Descriptors
L. De Baets, C. Develder, D. Deschrijver, T. Dhaene,
IEEE International Conference on Smart Grid Communications (SmartGridComm 2017), Dresden (Germany),
6 pages, October 2017.
Optimized Statistical Test for Event Detection in NILM
L. De Baets, J. Ruyssinck, C. Develder, T. Dhaene, D. Deschrijver,
IEEE International Conference on Environment and Electrical Engineering (EEEIC 2017), Milan (Italy),
4 pages, June 2017.
A Novel Parametric Macromodeling Technique for Electromagnetic Structures with Propagation Delays
M. Sgueglia, A. Sorrentino, M. de Magistris, D. Spina, D. Deschrijver, T. Dhaene,
IEEE Workshop on Signal and Power Integrity (SPI 2017), Lake Maggiore (Italy),
4 pages, May 2017.

2016

Cepstrum Analysis Applied on Event Detection in NILM
L. De Baets, J. Ruyssinck, D. Deschrijver, T. Dhaene,
25th Belgian-Dutch Conference on Machine Learning, Kortrijk (Belgium),
3 pages, September 2016.
Multi-Objective Variable Subset Selection using Heterogeneous Surrogate Modeling and Sequential Design
J. van der Herten, I. Couckuyt, D. Deschrijver, T. Dhaene,
IEEE Congress on Evolutionary Computation (CEC 2016), Vancouver (Canada),
pp.1634-1641, July 2016.
Rational Modeling of Multivariate Multi-Fidelity Data
E. R. Samuel, D. Deschrijver, L. Knockaert, T. Dhaene, A. Cuyt,
VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2016), Crete (Greece),
pp.1-5, June 2016.
Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty
J. van der Herten, I. Couckuyt, D. Deschrijver, T. Dhaene,
33rd International Conference on Machine Learning, New York (USA),
pp.1-3, June 2016.
Event Detection in NILM using Cepstrum Smoothing
L. De Baets, J. Ruyssinck, D. Deschrijver, T. Dhaene,
Proceedings of the 3rd International Workshop on Non-Intrusive Load Monitoring, Vancouver (Canada),
pp.1-4, May 2016.
Adaptive Modeling and Sampling Methodologies for Internet of Things Applications
J. van der Herten, I. Couckuyt, D. Deschrijver, P Demeester, T. Dhaene,
18th Mediterranean Electrotechnical Conference, (MELECON 2016), Limassol (Cyprus),
pp.1-5, April 2016.
Energy Flexibility Assessment of an Industrial Coldstore Process
J. van der Herten, F. Depuydt, L. De Baets, D. Deschrijver, M. Strobbe, C. Develder, T. Dhaene, R. Bruneliere, J.-W. Rombouts
IEEE International Energy Conference (ENERGYCON 2016), Leuven (Belgium),
pp. 1-6, April 2016.

2015

Constructing Classifiers of Expensive Simulation-based Data by Sequential Experimental Design
J. van der Herten, I. Couckuyt, D. Deschrijver, T. Dhaene,
Winter Simulation Conference (WSC 2015),
pp. 3166-3167, December 2015.
Multipoint Model Order Reduction For Systems with Delays
E. R. Samuel, D. Deschrijver, F. Ferranti, L. Knockaert, T. Dhaene,
IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO 2015),
pp. 1-3, August 2015.
Throughput Optimization Strategies For Large-Scale Wireless LANs
M. Pakparvar, D. Plets, J. Hoebeke, D. Deschrijver, M. Mehari, T. Dhaene, I. Moerman, L. Martens, W. Joseph,
IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB 2015), Gent (Belgium),
6 pages, June 2015.
Surrogate-Based Fast Peak Mass-Averaged SAR Assessment
G. Vermeeren, P. Singh, S. Aerts, D. Deschrijver, T. Dhaene, W. Joseph, L. Martens,
Annual Meeting of the Bioelectromagnetics Society and the European BioElectromagnetics Association, California (USA),
pp. 135-137, June 2015.
A Matlab Toolbox for Kriging Metamodelling
S. Ulaganathan, I. Couckuyt, D. Deschrijver, E. Laermans, T. Dhaene,
International Conference On Computational Science (ICCS 2015), Reykjavík (Iceland),
Procedia Computer Science,
vol. 51, pp. 2708–2713, June 2015.
Throughput Optimization of Wireless LANs by Surrogate Model Based Cognitive Decision Making
M. Pakparvar, K. Chemmangat, D. Deschrijver, M. Mehari, D. Plets, T. Dhaene, J. Hoebeke, I. Moerman, L. Martens, W. Joseph,
IEEE Wireless Communications and Networking Conference (WCNC), New Orleans (USA),
pp. 188-193, March 2015.

2014

Fuzzy Local Linear Approximation-Based Sequential Design
J. van der Herten, D. Deschrijver, T Dhaene,
IEEE Symposium on Computational Intelligence for Engineering Solutions (CIES 2014), Orlando (USA),
pp. 17-21, December 2014.
Classification Aided Domain Reduction for High Dimensional Optimization
P Singh, F Ferranti, D Deschrijver, I Couckuyt, T Dhaene,
Winter Simulation Conference (Wintersim 2014), Savannah (USA),
pp. 3928-3939, December 2014.
Efficient Multi-Objective Optimization of Wireless Network Problems on Wireless Testbeds
M. Mehari, E. D. Poorter, I. Couckuyt, D. Deschrijver, J. Vanhie-Van Gerwen, T. Dhaene, I. Moerman,
10th International Conference on Network and Service Management, Rio De Janeiro (Brazil),
pp. 212-217, November 2014.
Sequential Sampling Algorithm for Simultaneous Near-Field Scanning of Amplitude and Phase
T. Claeys, D. Pissoort, D. Deschrijver, I. Couckuyt, T. Dhaene,
International Symposium on Electromagnetic Compatibility (EMC Europe 2014), Gothenburg (Sweden),
pp. 79-84, September 2014.

2013

A Balanced Sequential Design Strategy for Global Surrogate Modeling
P. Singh, D. Deschrijver, T. Dhaene,
Winter Simulation Conference (Wintersim 2013), Washington DC (USA),
pp. 2172-2179, December 2013.
Optimized Sequential Sampling Algorithm for EMI Near-Field Scanning
T. Dorné, F. Vanhee, T. Grenson, D. Pissoort, D. Deschrijver, I. Couckuyt, T. Dhaene,
International Symposium on Electromagnetic Compatibility (EMC Europe 2013), Brugge (Belgium),
pp. 385-388, September 2013.
The SUMO Toolbox: a Tool for Automated Regression Modeling and Active Learning
I. Couckuyt, D. Gorissen, K. Crombecq, D. Deschrijver, T. Dhaene,
IEEE Africon 2013 Conference, Maritius,
pp. 1-4, September 2013.
Model Order Reduction of Parameterized State-Space Systems with Sequential Sampling
E. Samuel, K. Chemmangat, D. Deschrijver, L. Knockaert, T. Dhaene,
International Symposium on Electromagnetic Compatibility (EMC Europe 2013), Brugge (Belgium),
pp. 342-345, September 2013.
Sequential RF-EMF Exposure Modeling and Hotspot Localization
S. Aerts, D. Deschrijver, L. Verloock, T. Dhaene, L. Martens, W. Joseph
Joint Meeting of the Bioelectromagnetics Society and the European BioElectromagnetics Association (BioEM), Thessaloniki (Greece),
pp. 81-83, June 2013.
Broadband Rational Modeling using Barycentric Vector Fitting
D. Deschrijver, L. Knockaert, T. Dhaene,
17th IEEE Conference on Signal and Power Integrity (SPI 2013), Paris (France),
pp. 87-88, May 2013.
Extracting Analytical Nonlinear Models From Analog Circuits by Recursive Vector Fitting of Transfer Function Trajectories
D. De Jonghe, D. Deschrijver, T. Dhaene, G. Gielen,
Design, Automation & Test in Europe Conference & Exhibition (DATE 2013), Grenoble (France),
pp. 1448-1453, March 2013.

2012

Practical Implementation of a Sequential Sampling Algorithm for EMI Near-Field Scanning
B. Van der Streeck, F. Vanhee, B. Boesman, D. Pissoort, D. Deschrijver, I. Couckuyt, T. Dhaene,
International Symposium on Electromagnetic Compatibility (EMC Europe), Rome (Italy),
pp. 1-5, September 2012.
Fast Optimization of Microwave Filters using Surrogate-Based Optimization Methods
K. Chemmangat, D. Deschrijver, I. Couckuyt, T. Dhaene, L. Knockaert,
International Conference on Electromagnetics in Advanced Applications (ICEAA 2012), Cape Town (South Africa),
pp. 212-215, September 2012.
Analysis of Common-Mode Noise on On-Chip Differential Lines through Stochastic Modeling of Parameter Variability
D. Vande Ginste, D. De Zutter, D. Deschrijver, T. Dhaene, P. Manfredi, F. Canavero,
IEEE EMC International Symposium on Electromagnetic Compatibility (EMC 2012), Pittsburgh (USA),
pp. 144-149, August 2012.
Towards Efficient Multiobjective Optimization : Multiobjective Statistical Criterions
I. Couckuyt, D. Deschrijver, T. Dhaene,
IEEE World Congress on Computational Intelligence (WCCI 2012), Brisbane (Australia)
pp. 1-7, June 2012.
Surrogate Modeling of Base Station Exposure
S. Aerts, D. Deschrijver, W. Joseph, L. Verloock, F. Goeminne, L. Martens, T. Dhaene,
34th Annual Meeting of the Bioelectromagnetics Society, Brisbane (Australia),
pp. 11-13, June 2012.
Frequency and Time Domain Variability Analysis of an On-Chip Inverted Embedded Microstrip Line Using a Macromodeling-based Stochastic Galerkin Method
D. Vande Ginste, D. De Zutter, D. Deschrijver, T. Dhaene, P. Manfredi, F. Canavero,
16th IEEE Workshop on Signal and Power Integrity (SPI 2012), Sorrento (Italy),
pp. 85-88, May 2012.

2011

Automated File-Based Quality Control : A Machine Learning Approach
M. De Geyter, N. Vercammen, D. Deschrijver, T. Dhaene, P. Demeester, B. Vermeulen,
SMPTE Annual Technical Conference and Exhibition (SMPTE 2011), Hollywood (CA), USA,
6 pages, October 2011.
Sequential Sampling Strategy for the Modeling of Parameterized Microwave and RF Components
D. Deschrijver, K. Crombecq, H. M. Nguyen, T. Dhaene,
20th IEEE Conference on Electrical Performance of Electronic Packaging (EPEPS 2011), San Jose (CA), USA,
pp. 45-48, October 2011.
Macromodeling Based Variability Analysis of an Inverted Embedded Microstrip Line
D. Vande Ginste, D. De Zutter, D. Deschrijver, T. Dhaene, F. Canavero,
20th IEEE Conference on Electrical Performance of Electronic Packaging (EPEPS 2011), San Jose (CA), USA,
pp. 153-156, October 2011.
Broadband Passive RLGC(f) Modeling for On-Chip Interconnect Design
D. Vande Ginste, D. Deschrijver, T. Demeester, T. Dhaene, D. De Zutter,
International Conference on Electromagnetics in Advanced Applications (ICEAA 2011), Torino (Italy),
pp. 1372-1375, September 2011.
Robust Macromodeling of Frequency Responses with Outliers
D. Deschrijver, L. Knockaert, T. Dhaene,
15th IEEE Workshop on Signal Propagation on Interconnects (SPI 2011), Naples, Italy,
pp. 21-24, May 2011.

2010

Symbolic Macromodeling of Parameterized S-Parameter Frequency Responses
D. Deschrijver, T. Dhaene,
19th IEEE Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS 2010), Austin (TX), USA,
pp. 109-112, October 2010.
Adaptive Time-Domain Macromodeling Algorithm for Fast Termination of FDTD Simulations
D. Deschrijver, D. Pissoort, T. Dhaene,
14th IEEE Workshop on Signal Propagation on Interconnects (SPI 2010), Hildesheim (Germany),
pp. 131-132, May 2010.
Numerical Validation of a Procedure for Direct Identification of Passive Linear Multiport with Convex Programming
A.G. Chiariello, M. de Magistris, L. De Tommasi, D. Deschrijver, T. Dhaene,
14th IEEE Workshop on Signal Propagation on Interconnects (SPI 2010), Hildesheim (Germany),
pp. 141-144, May 2010.
Fast Algorithm for Broadband Macromodeling of High-Order Frequency Responses
D. Deschrijver, B. Gustavsen, T. Dhaene,
15th IEEE Mediterranean Electrotechnical Conference (MELECON 2010), Valletta (Malta),
pp. 359-362, April 2010.
On the Construction of Guaranteed Passive Macromodels for High-Speed Channels
A. Chinea, S. Grivet-Talocia, D. Deschrijver, T. Dhaene, L. Knockaert,
Design, Automation and Test in Europe (DATE 2010), Dresden (Germany),
pp. 1142-1147, March 2010.

2009

Accurate Passivity Enforcement Algorithm for Broadband S-Parameter Macromodels
D. Deschrijver, T. Dhaene,
IEEE Africon conference 2009 (Africon 2009), Nairobi (Kenya),
5 pages, September 2009.
Fast Passivity Enforcement Technique for Common-Pole S-Parameter Multiport Systems
D. Deschrijver, T. Dhaene,
13th IEEE Workshop on Signal Propagation on Interconnects (SPI 2009), Strasbourg (France),
2 pages, May 2009.

2008

Computer Code for Fast Macromodeling of Large Multiport Systems
D. Deschrijver, B. Gustavsen, T. Dhaene,
17th IEEE Conference on Electrical Performance of Electronic Packaging (EPEP 2008), San Jose (CA), USA,
pp. 299-302, October 2008.
Validation of Positive Fraction Vector Fitting Algorithm in the Identification of Passive Immittances
L. De Tommasi, M. de Magistris, D. Deschrijver, T. Dhaene,
10th Int. Workshop on Optimization and Inverse Problems in Electromagnetism (OIPE 2008), Ilmenau (Germany),
pp. 58-59, September 2008.
Single-Input-Single-Output Passive Macromodeling via Positive Fractions Vector Fitting
L. De Tommasi, D. Deschrijver, T. Dhaene,
12th IEEE Workshop on Signal Propagation on Interconnects (SPI 2008), Avignon (France),
2 pages, May 2008.
Parametric Macromodeling of Time Domain Responses
D. Deschrijver, T. Dhaene,
12th IEEE Workshop on Signal Propagation on Interconnects (SPI 2008), Avignon (France),
2 pages, May 2008.

2007

Robust Identification of Transient Port Responses using Time Domain Orthonormal Vector Fitting
D. Deschrijver, B. Haegeman, T. Dhaene,
3rd IFAC Symposium on System, Structure and Control (SSSC 2007), Foz do Iguacu (Brazil),
October 2007.
Experimental Analysis on the Relaxation of Macromodeling Methods
D. Deschrijver, M. Schoeman, T. Dhaene, P. Meyer,
IEEE Africon conference 2007 (Africon 2007), Windhoek (Namibia),
4 pages, September 2007.
Efficient Time-Domain Macromodeling of Complex Interconnection Structures
B. Haegeman, D. Deschrijver, T. Dhaene,
IEEE Eurocon 2007 Conference (Eurocon 07), Warsaw (Poland),
pp. 85-87, September 2007.
Fast Calculation of PEEC Macromodels using Frequency Derivatives
D. Deschrijver, G.Antonini, T. Dhaene,
11th IEEE Workshop on Signal Propagation on Interconnects (SPI 2007), Genova (Italy),
pp. 209-212, May 2007.
Fast Automatic Order Estimation of Rational Macromodels for Signal Integrity Analysis
N. Stevens, D. Deschrijver, T. Dhaene,
11th IEEE Workshop on Signal Propagation on Interconnects (SPI 2007), Genova (Italy),
pp. 89-92, May 2007.
Macromodeling of Transfer Functions with Higher-Order Pole Multiplicities
D. Deschrijver, T. Dhaene, Y. Rolain,
11th IEEE Workshop on Signal Propagation on Interconnects (SPI 2007), Genova (Italy),
pp. 53-56, May 2007.
Rational Approximation of Noisy Frequency Responses
D. Deschrijver, M. Schoeman, T. Dhaene, P. Meyer,
23rd International Review of Progress in Applied Computational Electromagnetics (ACES 2007), Verona (Italy),
pp. 1439-1444, March 2007.

2006

Identification of Continuous-time LTI Systems in the Frequency Domain
D. Deschrijver, T. Dhaene,
3rd International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2006), Hersonissos, Crete (Greece), Wiley-VCH,
pp. 466-471, September 2006.
Adaptive Building of Accurate and Stable PEEC Models for EMC Applications
G. Antonini, D. Deschrijver, T. Dhaene,
EMC Europe 2006 - International Symposium on Electromagnetic Compatibility (EMC Europe 2006), Barcelona (Spain),
pp. 51-56, September 2006.
A comparative study of Vector Fitting and Orthonormal Vector Fitting Techniques for EMC Applications
G. Antonini, D. Deschrijver, T. Dhaene,
IEEE International Symposium on Electromagnetic Compatibility (EMC 2006), Portland (OR),
vol. 1, pp. 6-11, August 2006.
Iterative Rational Least-Squares Method for Efficient Transfer Function Synthesis
D. Deschrijver, T. Dhaene,
17th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2006), Kyoto (Japan),
pp. 1073-1082, July 2006.
Macromodeling of Microwave Structures based on Noisy Frequency-Domain Data
D. Deschrijver, T. Dhaene,
16th International Conference on Microwaves, Radar and Wireless Communications (IEEE MIKON-2006), Kraków (Poland),
vol. 3, pp. 973-976, May 2006.
A convergence analysis of iterative macromodeling methods using Whitfield’s estimator
D. Deschrijver, T. Dhaene, G. Antonini,
10th IEEE Workshop on Signal Propagation on Interconnects (SPI 2006), Berlin (Germany),
pp. 197-200, May 2006.
Parametric Identification of Frequency Domain Systems using Orthonormal Rational Bases
D. Deschrijver, T. Dhaene,
14th IFAC Symposium on System Identification (SYSID-2006), International Federation of Automatic Control (IFAC), Newcastle (Australia),
pp. 837-842, March 2006.
Some remarks on the Vector Fitting iteration
W. Hendrickx, D. Deschrijver, T. Dhaene,
Published in: Progress in Industrial Mathematics at ECMI 2004, Mathematics in Industry,
vol. 8, Springer, Edited by A. Di Bucchianico, R. Mattheij and M. Peletier, ISBN: 3-540-28072-3,
Post-conference proceedings, European Conference on Mathematics for Industry (ECMI 2004), Eindhoven (The Netherlands),
pp. 134-138, 2006.

2005

Accurate Multi-point Padé Approximation of Microwave Structures using Orthonormal Polynomial Basis Functions
D. Deschrijver, T. Dhaene,
18th International Conference on Applied Electromagnetics and Communication (ICECOM 2005), IEEE AP/MTT Croatia Joint Chapter, Dubrovnik (Croatia),
pp. 521-524, October 2005.
Recent Advances in Adaptive System Identification Based on Sparse Simulation-Based Frequency-Domain Data
D. Deschrijver, T. Dhaene,
Proceedings of the 5th IASTED International Conference on Modelling, Simulation, and Optimization (MSO 2005), Oranjestad (Aruba),
pp. 1-4, August 2005.
Rational Modeling of Spectral Data using Orthonormal Vector Fitting
D. Deschrijver, T. Dhaene,
9th IEEE Workshop on Signal Propagation on Interconnects (SPI2005), Garmisch-Partenkirchen (Germany),
pp. 111-114, May 2005.

2004

Passivity-Based Sample Selection and Adaptive Vector Fitting Algorithm for Pole-Residue Modeling of Sparse Frequency-Domain Data
D. Deschrijver, T. Dhaene,
IEEE International Behavioral Modeling and Simulation Conference (BMAS 2004), San Jose (CA),
pp. 68-73, October 2004.
Adaptive Model Based Parameter Estimation, based on Sparse Data and Frequency Derivatives
D. Deschrijver, T. Dhaene, J. Broeckhove,
International Conference on Computational Science 2004 (ICCS 2004), Kraków (Poland), Springer - Lecture Notes in Computer Science,
vol. LNCS 3037, pp. 443-450, June 2004.
Efficient GA-inspired Macro-Modeling of General LTI Multi-Port Systems
D. Deschrijver, T. Dhaene,
8th IEEE Workshop on Signal Propagation on Interconnects (SPI 2004), Heidelberg (Germany),
pp. 95-98, May 2004.

2003

Adaptive Knot Placement for Rational Spline Interpolation of Sparse EM-Based data
D. Deschrijver, T. Dhaene,
17th International Conference on Applied Electromagnetics and Communication (ICECOM 2003), IEEE AP/MTT Croatia Joint Chapter, Dubrovnik (Croatia),
pp. 433-436, October 2003.

Theses

2012

Efficient Parametric Macromodeling of Passive Microwave Structures and Microwave Components
D. Deschrijver,
PhD thesis, Ghent University (Belgium), December 2012.

2007

Broadband Macromodeling of Linear Systems by Vector Fitting
D. Deschrijver,
PhD thesis, University of Antwerp (Belgium), October 2007.

2003

Studie van Stabiliteit en Robustheid van Lineair Dynamische Systemen
D. Deschrijver,
Master thesis, University of Antwerp (Belgium), June 2003.