Prof. Dirk Deschrijver - publications

Patents | Books/Chapters | Journals | Conferences | Other... | Google scholar


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 pdf

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 pdf
    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 pdf

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 pdf
    - U.S. Patent, No. US 2007/0250559 (A1), 2007-10-25 pdf

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Books / Chapters

  • Improving Energy Efficiency through Data-Driven Modeling, Simulation and Optimization pdf
    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 pdf
    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.

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Journals

 

2023

  • Modeling Electrically Long Interconnects Using Physics-Informed Delayed Gaussian Processes pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf