Publications

Prof. dr. mult. Dirk Deschrijver


Patents

 

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

  • 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

 

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

  • 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,
    in print, 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,
    in print, 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,
    in print, 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

 

2017

  • Optimized Statistical Test for Event Detection in NILM pdf
    L. De Baets, J. Ruyssinck, C. Develder, T. Dhaene, D. Deschrijver,
    IEEE International Conference on Environmental and Electrical Engineering (EEEIC 2017), Milan (Italy),
    4 pages, June 2017.
  • A Novel Parametric Macromodeling Technique for Electromagnetic Structures with Propagation Delays pdf
    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

  • Multi-Objective Variable Subset Selection using Heterogeneous Surrogate Modeling and Sequential Design pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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.
  • A Matlab Toolbox for Kriging Metamodelling pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf

    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 pdf

    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 pdf

    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 measurement method to construct RF-EMF exposure maps

    S. Aerts, D. Deschrijver, L. Martens, T. Dhaene, W. Joseph
    Environment and Health: Bridging South, North, East and West, Basel (Switzerland),
    pp. 845, August 2013.

  • Sequential RF-EMF exposure modeling and hotspot localization pdf

    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 pdf

    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 pdf

    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 pdf

    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 pdf
    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 pdf
    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 pdf
    I. Couckuyt, D. Deschrijver, T. Dhaene,
    IEEE World Congress on Computational Intelligence (WCCI 2012), Brisbane (Australia)
    pp. 1-7, June 2012.
  • Frequency and Time Domain Variability Analysis of an On-Chip Inverted Embedded Microstrip Line Using a Macromodeling-based Stochastic Galerkin Method pdf
    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.
  • A New Methodology for RF-EMF Exposure Assessment Based on Sequential Surrogate Modeling
    S. Aerts, D. Deschrijver, W. Joseph, L. Verloock, F. Goeminne, L. Martens, T. Dhaene,
    7th International Workshop on Non Ionizing Radiation, Edinburgh, Scotland (UK),
    May 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, 2012.
  • 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, Mathematics in Industry,
    vol. 17, Part 1, Springer, Edited by M. Günther, A. Bartel, M. Brunk, S. Schöps and M. Striebel, ISBN: 978-3-642-25099-6, Post-conference proceedings, European Conference on Mathematics for Industry (ECMI 2010), Eindhoven (The Netherlands),
    pp. 37-43, 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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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 pdf
    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.

^

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