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- 2023
- Cost-Aware Active Learning for Feasible Region Identification (2023) Proceedings of the Companion Conference on Genetic and Evolutionary Computation. p.2286-2288
- Modeling S-parameters of interconnects using periodic Gaussian process kernels (2023) 2023 IEEE 27th Workshop on Signal and Power Integrity (SPI). In IEEE Workshop on Signal and Power Integrity
- {PF}²ES : parallel feasible pareto frontier entropy search for multi-objective Bayesian optimization (2023) Proceedings of The 26th International Conference on Artificial Intelligence and Statistics. In Proceedings of Machine Learning Research 206. p.2565-2588
- Open-set patient activity recognition with radar sensors and deep learning (2023) IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 20.
- Bayesian optimization for microwave devices using deep GP spectral surrogate models (2023) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES.
- A robust multi-objective Bayesian optimization framework considering input uncertainty (2023) JOURNAL OF GLOBAL OPTIMIZATION.
- Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions (2023) ENGINEERING WITH COMPUTERS.
- 2022
- Deep learning techniques for digital satellite communications (2022) Applications of deep learning in electromagnetics : teaching Maxwell's equations to machines. p.313-343
- Tailoring radar-based patient monitoring models to real-life needs using utility maximization (2022) 2022 19TH EUROPEAN RADAR CONFERENCE (EURAD). In European Radar Conference EuRAD p.81-84
- Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study (2022) MedRXiv.
- SPICE-compatible equivalent circuit models for accurate time-domain simulations of passive photonic integrated circuits (2022) JOURNAL OF LIGHTWAVE TECHNOLOGY. 40(24). p.7856-7868
- Multi-objective optimization : which solution do you prefer? (2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
- Data-efficient feasible region identification for engineering design (2022) Faculty of Engineering and Architecture Research Symposium 2022 (FEARS 2022), Abstracts.
- Surrogate modelling of dynamic phasor simulations of electrical drives (2022) IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society.
- Bayesian active learning for received signal strength-based visible light positioning (2022) IEEE PHOTONICS JOURNAL. 14(6).
- Quantifying uncertainty in real time with split BiRNN for radar human activity recognition (2022) 2022 19TH EUROPEAN RADAR CONFERENCE (EURAD). In European Radar Conference EuRAD p.173-176
- S-parameter modeling and optimization using deep Gaussian processes (2022) 2022 24TH INTERNATIONAL MICROWAVE AND RADAR CONFERENCE (MIKON).
- Finding knees in Bayesian multi-objective optimization (2022) PARALLEL PROBLEM SOLVING FROM NATURE - PPSN XVII, PPSN 2022, PT I. In Lecture notes in computer science 13398. p.104-117
- Uncertainty quantification for appliance recognition in non-intrusive load monitoring using Bayesian deep learning (2022) ENERGY AND BUILDINGS. 270.
- A robust Bayesian optimization framework for microwave circuit design under uncertainty (2022) ELECTRONICS. 11(14).
- Spectral representation of robustness measures for optimization under input uncertainty (2022) INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162. In Proceedings of machine learning research
- Bayesian active learning for radiation pattern sampling over cylindrical surfaces (2022) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 64(5). p.1391-1398
- Split BiRNN for real-time activity recognition using radar and deep learning (2022) SCIENTIFIC REPORTS. 12(1).
- Towards accurate processing-structure-property links using deep learning (2022) SCRIPTA MATERIALIA. 211.
- Patient activity recognition using radar sensors and machine learning (2022) NEURAL COMPUTING & APPLICATIONS. 34(18). p.16033-16048
- Adaptive sampling with automatic stopping for feasible region identification in engineering design (2022) ENGINEERING WITH COMPUTERS. 38(suppl. 3). p.1955-1972
- 2021
- Chapter 10 : Mixed epistemic-aleatory uncertainty using a new polynomial chaos formulation combined with machine learning (2021) Uncertainty quantification of electromagnetic devices, circuits, and systems. p.243-262
- Complex vector fitting toolbox : a software package for the modelling and simulation of general linear and passive baseband systems (2021) ELECTRONICS LETTERS. 57(10). p.404-406
- Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity (2021) KNOWLEDGE-BASED SYSTEMS. 227.
- Bayesian active learning for multi-objective feasible region identification in microwave devices (2021) ELECTRONICS LETTERS. 57(10). p.400-403
- Learning multivariate shapelets with multi-layer neural networks for interpretable time-series classification (2021) ADVANCES IN DATA ANALYSIS AND CLASSIFICATION. 15(4). p.911-936
- Machine learning-based characterization of SNR in digital satellite communication links (2021) 2021 15TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP). In Proceedings of the European Conference on Antennas and Propagation
- Race against the machine : can deep learning recognize microstructures as well as the trained human eye? (2021) SCRIPTA MATERIALIA. 193. p.33-37
- 2020
- Batch Bayesian active learning for feasible region identification by local penalization (2020) 2020 WINTER SIMULATION CONFERENCE (WSC). In Winter Simulation Conference Proceedings p.2779-2790
- Multi-objective Bayesian optimization for engineering simulation (2020) High-performance simulation-based optimization. In Studies in Computational Intelligence 833. p.47-68
- Sensor fusion using backward shortcut connections for sleep apnea detection in multi-modal data (2020) PROCEEDINGS OF MACHINE LEARNING RESEARCH. 116. p.112-125
- Interpretable epilepsy detection in routine, interictal EEG data using deep learning (2020) PROCEEDINGS OF MACHINE LEARNING RESEARCH. 136. p.355-366
- Machine-learning-based hybrid random-fuzzy uncertainty quantification for EMC and SI assessment (2020) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 62(6). p.2538-2546
- Hierarchical Gaussian process models for improved metamodeling (2020) ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION. 30(4).
- Experimental evaluation of machine learning methods for robust received signal strength-based visible light positioning (2020) SENSORS. 20(21).
- A set based design method using bayesian active learning (2020) IDETC-CIE 2020, International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Volume 11B: 46th Design Automation Conference (DAC), Proceedings.
- Fast characterization of input-output behavior of non-charge-based logic devices by machine learning (2020) ELECTRONICS. 9(9).
- Evaluation of generative modeling techniques for frequency responses (2020) ENGINEERING PROCEEDINGS. 3(1).
- A Bayesian optimisation procedure for estimating optimal trajectories in electromagnetic compliance testing (2020) ENGINEERING PROCEEDINGS. 3(1).
- Compact representations of microstructure images using triplet networks (2020) NPJ COMPUTATIONAL MATERIALS. 6(1).
- A machine learning-based epistemic modeling framework for EMC and SI assessment (2020) 2020 IEEE 24th Workshop on Signal and Power Integrity (SPI), Proceedings. In IEEE Workshop on Signal and Power Integrity
- Portable detection of apnea and hypopnea events using bio-impedance of the chest and deep learning (2020) IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 24(9). p.2589-2598
- Data-efficient Gaussian process regression for accurate visible light positioning (2020) IEEE COMMUNICATIONS LETTERS. 24(8). p.1705-1709
- Indoor human activity recognition using high-dimensional sensors and deep neural networks (2020) NEURAL COMPUTING & APPLICATIONS. 32(16). p.12295-12309
- Bayesian active learning for electromagnetic structure design (2020) 2020 14TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP 2020). In Proceedings of the European Conference on Antennas and Propagation
- Machine learning-based hybrid random-fuzzy modeling framework for antenna design (2020) 2020 14th European Conference on Antennas and Propagation (EuCAP). In Proceedings of the European Conference on Antennas and Propagation
- Statistical modeling of frequency responses using linear Bayesian vector fitting (2020) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 33(6).
- A voltage and current measurement dataset for plug load appliance identification in households (2020) SCIENTIFIC DATA. 7(1).
- Multi-objective optimization of a wing fence on an unmanned aerial vehicle using surrogate-derived gradients (2020) STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION. 61(1). p.353-364
- Automated framework for time-domain piecewise-linear fitting method based on digital wave processing of $S$-parameters (2020) IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS. 67(1). p.235-248
- 2019
- SEGOLS : a line-based sequential sampling strategy for efficient design space exploration and optimization (2019) WSC 2019, Winter Simulation Conference, Proceedings.
- Predicting yield of photonic circuits with wafer-scale fabrication variability (2019) 2019 IEEE MTT-S INTERNATIONAL CONFERENCE ON NUMERICAL ELECTROMAGNETIC AND MULTIPHYSICS MODELING AND OPTIMIZATION (NEMO 2019).
- Time-domain analysis of RF and microwave autonomous circuits by vector fitting-based approach (2019) 2019 14TH EUROPEAN MICROWAVE INTEGRATED CIRCUITS CONFERENCE (EUMIC 2019). In European Microwave Integrated Circuits Conference - Proceedings p.76-79
- Active learning for feasible region discovery (2019) 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA). p.567-572
- Gaining insight in wind turbine drivetrain dynamics by means of automatic operational modal analysis combined with machine learning algorithms (2019) PROCEEDINGS OF THE ASME 38TH INTERNATIONAL CONFERENCE ON OCEAN, OFFSHORE AND ARCTIC ENGINEERING, 2019, VOL 10. In Proceedings of the ASME International Conference on Ocean Offshore and Arctic Engineering
- Machine-learning-based error detection and design optimization in signal integrity applications (2019) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 9(9). p.1712-1720
- Effective time-domain approach for the assessment of the stability characteristics and other non-linear effects of RF and microwave circuits (2019) IET MICROWAVES ANTENNAS & PROPAGATION. 13(14). p.2470-2479
- Automated sleep apnea detection in raw respiratory signals using long short-term memory neural networks (2019) IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 23(6). p.2354-2364
- Time-domain characterization of photonic integrated filters subject to fabrication variations (2019) JOURNAL OF LIGHTWAVE TECHNOLOGY. 37(21). p.5561-5570
- Disentangled variational auto-encoders for explaining ECG beat embeddings (2019) 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), Abstracts.
- A study of early sepsis detection models based on multivariate medical time series (2019) 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), Abstracts.
- Continuous exploitative measurement trajectories using Bayesian optimisation (2019) 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), Abstracts.
- A Bayesian approach to adaptive frequency sampling (2019) 2019 23RD IEEE WORKSHOP ON SIGNAL AND POWER INTEGRITY (SPI 2019). In IEEE Workshop on Signal and Power Integrity
- Efficient time-domain modeling and simulation of passive bandpass systems (2019) PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON ELECTROMAGNETICS IN ADVANCED APPLICATIONS (ICEAA). p.992-996
- Time-domain compact macromodeling of linear photonic circuits via complex vector fitting (2019) PHOTONICS RESEARCH. 7(7). p.771-782
- Interpretable ECG beat embedding using disentangled variational auto-encoders (2019) 2019 IEEE 32ND INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS). In IEEE International Symposium on Computer-Based Medical Systems p.373-378
- Learning to forget : design of experiments for line-based Bayesian optimization in dynamic environments (2019) 2019 WINTER SIMULATION CONFERENCE (WSC). In Winter Simulation Conference Proceedings p.656-667
- Bayesian optimization of MRI k-Space trajectories (2019)
- Transferability of deep learning based sleep apnea detection models (2019)
- MFITS : Bayesian active learning with support for continuous fidelity parameters and variable cost (2019) 6th ICML Workshop on Automated Machine Learning. p.1-8
- ALBATROS : adaptive line-based sampling trajectories for sequential measurements (2019) ENGINEERING WITH COMPUTERS. 35(2). p.537-550
- Baseband macromodeling of linear photonic circuits for time-domain simulations (2019) JOURNAL OF LIGHTWAVE TECHNOLOGY. 37(4). p.1364-1373
- Machine learning based error detection in transient susceptibility tests (2019) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 61(2). p.352-360
- Generation of stochastic interconnect responses via gaussian process latent variable models (2019) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 61(2). p.582-585
- Adaptive frequency sampling using linear Bayesian vector fitting (2019) ELECTRONICS LETTERS. 55(2). p.74-76
- Data-efficient sensitivity analysis with surrogate modeling (2019) Uncertainty modeling for engineering applications. In PoliTO Springer Series p.55-69
- Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks (2019) ARTIFICIAL INTELLIGENCE IN MEDICINE. 97. p.38-43
- Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks (2019) INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS. 104. p.645-653
- 2018
- Autoencoding density-based anomaly detection for signal integrity applications (2018) 2018 IEEE 27TH CONFERENCE ON ELECTRICAL PERFORMANCE OF ELECTRONIC PACKAGING AND SYSTEMS (EPEPS). In IEEE Conference on Electrical Performance of Electronic Packaging and Systems-EPEPS p.47-49
- Machine learning for fast characterization of magnetic logic devices (2018) 2018 IEEE ELECTRICAL DESIGN OF ADVANCED PACKAGING AND SYSTEMS SYMPOSIUM (EDAPS 2018). In Electrical Design of Advanced Packaging and Systems Symposium p.1-3
- From parameter extraction, variability models to yield prediction (2018) Latin America Optics and Photonics conference 2018.
- Fast and accurate time-domain simulation of passive photonic systems (2018) 2018 International Conference on Electromagnetics in Advanced Applications (ICEAA). p.306-309
- Automated assessment of bone age using deep learning and Gaussian process regression (2018) 2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). p.674-677
- Systematic comparison of respiratory signals for the automated detection of sleep apnea (2018) 2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). In IEEE Engineering in Medicine and Biology Society Conference Proceedings p.449-452
- Structured inference networks using high-dimensional sensors for surveillance purposes (2018) ENGINEERING APPLICATIONS OF NEURAL NETWORKS, EANN 2018. In Communications in Computer and Information Science 893. p.16-27
- Sequential sensitivity analysis of expensive black-box simulators with metamodelling (2018) APPLIED MATHEMATICAL MODELLING. 61. p.668-681
- Data-efficient bayesian optimization with constraints for power amplifier design (2018) 2018 IEEE MTT-S INTERNATIONAL CONFERENCE ON NUMERICAL ELECTROMAGNETIC AND MULTIPHYSICS MODELING AND OPTIMIZATION (NEMO). p.1-3
- Parameterized macromodeling of stochastic linear systems for frequency- and time-domain variability analysis (2018) 2018 IEEE 22ND WORKSHOP ON SIGNAL AND POWER INTEGRITY (SPI). In IEEE Workshop on Signal and Power Integrity p.1-4
- Indoor person identification using a low-power FMCW radar (2018) IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 56(7). p.3941-3952
- Learning Multivariate Shapelets with Multi-Layer Neural Networks (2018) ACDL - Advanced Course on Data Science & Machine Learning.
- VI-based appliance classification using aggregated power consumption data (2018) 2018 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP 2018). p.179-186
- Review of polynomial chaos-based methods for uncertainty quantification in modern integrated circuits (2018) ELECTRONICS. 7(3).
- Numerical modeling of a linear photonic system for accurate and efficient time-domain simulations (2018) PHOTONICS RESEARCH. 6(6). p.560-573
- Appliance classification using VI trajectories and convolutional neural networks (2018) ENERGY AND BUILDINGS. 158. p.32-36
- A generative modeling framework for statistical link analysis based on sparse data (2018) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 8(1). p.21-31
- Comprehensive and modular stochastic modeling framework for the variability-aware assessment of Signal Integrity in high-speed links (2018) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 60(2). p.459-467
- 2017
- Surrogate modelling with sequential design for expensive simulation applications (2017) Computer simulation. p.173-192
- Surrogate modeling with sequential design for design and analysis of electronic systems (2017) 2017 INTERNATIONAL CONFERENCE ON ELECTROMAGNETICS IN ADVANCED APPLICATIONS (ICEAA). p.1403-1406
- Multi-objective optimization of reflector antennas using kriging and probability of improvement (2017) 2017 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION & USNC/URSI NATIONAL RADIO SCIENCE MEETING. In IEEE Antennas and Propagation Society International Symposium p.985-986
- Electric vehicle use in public fleets : the case of the Genoa University (2017) 2017 8TH INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENT (CIEM). In International Conference on Energy and Environment p.490-494
- Deep Gaussian process metamodeling of sequentially sampled non-stationary response surfaces (2017) 2017 WINTER SIMULATION CONFERENCE (WSC). In Winter Simulation Conference Proceedings p.1728-1739
- GPflowOpt : a bayesian optimization library using tensorflow (2017) p.1-5
- Surrogate modeling based cognitive decision engine for optimization of WLAN performance (2017) WIRELESS NETWORKS. 23(8). p.2347-2359
- Handling imbalance in an extended PLAID (2017) 2017 FIFTH IFIP CONFERENCE ON SUSTAINABLE INTERNET AND ICT FOR SUSTAINABILITY (SUSTAINIT 2017). In Sustainable Internet and ICT for Sustainability p.32-36
- Gaussian processes for history-matching : application to an unconventional gas reservoir (2017) COMPUTATIONAL GEOSCIENCES. 21(2). p.267-287
- Polynomial chaos-based macromodeling of general linear multiport systems for time-domain analysis (2017) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 65(5). p.1422-1433
- A novel parametric macromodeling technique for electromagnetic structures with propagation delays (2017) 2017 IEEE 21ST WORKSHOP ON SIGNAL AND POWER INTEGRITY (SPI). In IEEE Workshop on Signal and Power Integrity
- A sequential sampling strategy for adaptive classification of computationally expensive data (2017) STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION. 55(4). p.1425-1438
- Constrained multi-objective antenna design optimization using surrogates (2017) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 30(6).
- Indoor tracking of multiple persons with a 77 GHz MIMO FMCW radar (2017) 2017 EUROPEAN RADAR CONFERENCE (EURAD). In European Radar Conference EuRAD p.61-64
- Multi-objective geometry optimization of a gas cyclone using triple-fidelity co-kriging surrogate models (2017) JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS. 175(1). p.172-193
- Automated classification of appliances using elliptical fourier descriptors (2017) 2017 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM). In International Conference on Smart Grid Communications p.153-158
- Optimized statistical test for event detection in non-intrusive load monitoring (2017) 2017 1ST IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2017 17TH IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC / I&CPS EUROPE). p.1-5
- Comprehensive feature selection for appliance classification in NILM (2017) ENERGY AND BUILDINGS. 151. p.98-106
- A Kriging and stochastic collocation ensemble for uncertainty quantification in engineering applications (2017) ENGINEERING WITH COMPUTERS. 33(4). p.935-949
- Time-domain variability analysis of general linear systems terminated with nonlinear devices (2017) 2017 IEEE 21ST WORKSHOP ON SIGNAL AND POWER INTEGRITY (SPI). In IEEE Workshop on Signal and Power Integrity p.1-4
- Measurement uncertainty propagation in transistor model parameters via polynomial chaos expansion (2017) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 27(6). p.572-574
- On the Bayesian optimization and robustness of event detection methods in NILM (2017) ENERGY AND BUILDINGS. 145. p.57-66
- A novel generative stochastic model for high-speed interconnection links (2017) p.1-23
- Parametric macromodeling of integrated inductors for RF circuit design (2017) MICROWAVE AND OPTICAL TECHNOLOGY LETTERS. 59(5). p.1207-1212
- 2016
- Positive blood culture detection in time series data using a BiLSTM network (2016) NIPS 2016 Workshop on Machine Learning for Health, Papers.
- Early detection of positive blood cultures using recurrent neural networks on time series data (2016) BENELEARN 2016 : proceedings of the 25th Belgian-Dutch conference on machine learning.
- Rational modeling of multivariate multi-fidelity data (2016) p.1-11
- Multipoint model order reduction for systems with delays (2016) 2015 IEEE MTT-S INTERNATIONAL CONFERENCE ON NUMERICAL ELECTROMAGNETIC AND MULTIPHYSICS MODELING AND OPTIMIZATION (NEMO).
- Macromodeling of general linear systems under stochastic variations (2016) 2016 IEEE ELECTRICAL DESIGN OF ADVANCED PACKAGING AND SYSTEMS (EDAPS) SYMPOSIUM. In IEEE Conference on Electrical Performance of Electronic Packaging and Systems-EPEPS p.61-63
- A novel methodology to create generative statistical models of interconnects (2016) 2016 IEEE ELECTRICAL DESIGN OF ADVANCED PACKAGING AND SYSTEMS (EDAPS) SYMPOSIUM. In IEEE Conference on Electrical Performance of Electronic Packaging and Systems-EPEPS p.69-71
- Frequency-dependent parameterized macromodeling of integrated inductors (2016) 2016 13TH INTERNATIONAL CONFERENCE ON SYNTHESIS, MODELING, ANALYSIS AND SIMULATION METHODS AND APPLICATIONS TO CIRCUIT DESIGN (SMACD). p.1-4
- Comparison study of PC and kriging based surrogate modeling (2016) p.1-1
- A comparative study of kriging variants for the optimization of a turbomachinery system (2016) ENGINEERING WITH COMPUTERS. 32(1). p.49-59
- A hybrid adaptive sampling algorithm for obtaining reduced order models for systems with frequency dependent state-space matrices (2016) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 29(4). p.741-754
- Hypervolume-based multi-objective bayesian optimization with student-t processes (2016) p.1-5
- Active learning for approximation of expensive functions with normal distributed output uncertainty (2016) p.1-3
- Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design (2016) 2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC). In IEEE Congress on Evolutionary Computation p.1634-1641
- Variability analysis of device-level photonics using stochastic collocation (Conference Presentation) (2016) SILICON PHOTONICS AND PHOTONIC INTEGRATED CIRCUITS V. In Proceedings of SPIE 9891.
- Random survival forests for predicting the bed occupancy in the intensive care unit (2016) COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE.
- Low-cost surrogate models for microwave filters (2016) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 26(12). p.969-971
- Data-driven model based design and analysis of antenna structures (2016) IET MICROWAVES ANTENNAS & PROPAGATION. 10(13). p.1428-1434
- Sensitivity analysis of expensive black-box systems using metamodeling (2016) 2016 WINTER SIMULATION CONFERENCE (WSC). In Winter Simulation Conference Proceedings p.578-589
- A hybrid sequential sampling based metamodelling approach for high dimensional problems (2016) 2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC). In IEEE Congress on Evolutionary Computation p.1917-1923
- Machine learning challenges for single cell data (2016) Machine learning and knowledge discovery in databases, ECML, PKDD 2016, pt III. In Lecture Notes in Artificial Intelligence 9853. p.275-279
- Building accurate radio environment maps from multi-fidelity spectrum sensing data (2016) WIRELESS NETWORKS. 22(8). p.2551-2562
- High dimensional Kriging metamodelling utilising gradient information (2016) APPLIED MATHEMATICAL MODELLING. 40(9-10). p.5256-5270
- Cepstrum analysis applied on event detection in NILM (2016) BENELEARN 2016 : proceedings of the 25th Belgian-Dutch conference on machine learning.
- Feature and model type selection using multi-objective optimization for AutoML (2016) BENELEARN 2016 : proceedings of the 25th Belgian-Dutch conference on machine learning. p.1-3
- Adaptive modeling and sampling methodologies for Internet of Things applications (2016) PROCEEDINGS OF THE 18TH MEDITERRANEAN ELECTROTECHNICAL CONFERENCE MELECON 2016. In IEEE Mediterranean Electrotechnical Conference-MELECON p.1-5
- Longitudinal stability augmentation of seaplanes in planing (2016) JOURNAL OF AIRCRAFT. 53(5). p.1332-1342
- Efficient identification of a multi-objective pareto front on a wireless experimentation facility (2016) IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 15(10). p.6662-6675
- Adaptive classification under computational budget constraints using sequential data gathering (2016) ADVANCES IN ENGINEERING SOFTWARE. 99. p.137-146
- Optimization of silicon photonic components using multi-fidelity simulations and co-kriging (2016) 24th International Workshop on Optical Wave & Waveguide Theory and Numerical Modelling.
- Stochastic collocation for device-level variability analysis in integrated photonics (2016) PHOTONICS RESEARCH. 4(2). p.93-100
- Multipoint model order reduction using reflective exploration (2016) SCIENTIFIC COMPUTING IN ELECTRICAL ENGINEERING (SCEE 2014). In Mathematics in Industry-Cham 23. p.175-183
- Measurement-based wireless network planning, monitoring, and reconfiguration solution for robust radio communications in indoor factories (2016) IET SCIENCE MEASUREMENT & TECHNOLOGY. 10(4). p.375-382
- Parametric modeling of radiation patterns and scattering parameters of antennas (2016) IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION. 64(3). p.1023-1031
- Energy flexibility assessment of an industrial coldstore process (2016) 2016 IEEE INTERNATIONAL ENERGY CONFERENCE (ENERGYCON). In IEEE International Energy Conference p.1-6
- Event detection in NILM using Cepstrum smoothing (2016) 3rd International Workshop on Non-Intrusive Load Monitoring. p.1-4
- Optimization-driven design of compact UWB MIMO antenna (2016) 2016 10TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP). In Proceedings of the European Conference on Antennas and Propagation p.1-4
- A structure and design of novel compact UWB slot antenna (2016) 2016 10TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP). In Proceedings of the European Conference on Antennas and Propagation p.1-4
- Variance-based interaction index measuring heteroscedasticity (2016) COMPUTER PHYSICS COMMUNICATIONS. 203. p.152-161
- Design space exploration using self-organizing map based adaptive sampling (2016) APPLIED SOFT COMPUTING. 43. p.337-346
- Scalable macromodelling methodology for the efficient design of microwave filters (2016) IET MICROWAVES ANTENNAS & PROPAGATION. 10(5). p.579-586
- Adaptive initial step size selection for simultaneous perturbation stochastic approximation (2016) SPRINGERPLUS. 5.
- Performance study of gradient-enhanced Kriging (2016) ENGINEERING WITH COMPUTERS. 32(1). p.15-34
- Shape optimization of a cyclone separator using multi-objective surrogate-based optimization (2016) APPLIED MATHEMATICAL MODELLING. 40(5-6). p.4248-4259
- Netter: re-ranking gene network inference predictions using structural network properties (2016) BMC BIOINFORMATICS. 17.
- A benchmark for evaluation of algorithms for identification of cellular correlates of clinical outcomes (2016) CYTOMETRY PART A. 89A(1). p.16-21
- FloReMi : flow density survival regression using minimal feature redundancy (2016) CYTOMETRY PART A. 89A(1). p.22-29
- 2015
- Unsupervised trajectory inference using graph mining (2015) Computational Intelligence Methods for Bioinformatics and Biostatistics, Lecture Notes in Bioinformatics. 9874. p.84-97
- Surrogate-based fast peak mass-averaged SAR assessment (2015) Annual Meeting of the Bioelectromagnetics Society and the European BioElectromagnetics Association. p.135-137
- Throughput optimization strategies for large-scale wireless LANs (2015) IEEE International Symposium on Broadband Multimedia Systems and Broadcasting. In IEEE International Symposium on Broadband Multimedia Systems and Broadcasting
- Computational inference of developmental chronology using flow cytometry data (2015) 30th Congress of the International Society for Advancement of Cytometry. p.165-165
- Stochastic macromodeling for hierarchical uncertainty quantification of nonlinear electronic systems (2015) IEEE International Symposium on Electromagnetic Compatibility. p.1335-1338
- Fast design optimization of UWB antenna with WLAN Band-Notch (2015) 2015 LOUGHBOROUGH ANTENNAS & PROPAGATION CONFERENCE (LAPC). p.1-5
- Cost-efficient modeling of antenna structures using Gradient Enhanced Kriging (2015) 2015 LOUGHBOROUGH ANTENNAS & PROPAGATION CONFERENCE (LAPC). p.1-5
- Constructing classifiers of expensive simulation-based data by sequential experimental design (2015) 2015 WINTER SIMULATION CONFERENCE (WSC). In Winter Simulation Conference Proceedings p.3166-3167
- Fast hybrid sequential design for high-dimensional surrogate modeling (2015)
- Complex aggregates over clusters of elements (2015) Lecture Notes in Artificial Intelligence. In Lecture Notes in Artificial Intelligence 9046. p.181-193
- A fuzzy hybrid sequential design strategy for global surrogate modeling of high-dimensional computer experiments (2015) SIAM JOURNAL ON SCIENTIFIC COMPUTING. 37(2). p.A1020-A1039
- Polynomial chaos-based macromodeling of multiport systems using an input-output approach (2015) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 28(5). p.562-581
- Effective electrothermal analysis of electronic devices and systems with parameterized macromodeling (2015) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 5(6). p.788-796
- Throughput optimization of wireless LANs by surrogate model based cognitive decision making (2015) IEEE Wireless Communications and Networking Conference Workshops. p.188-193
- Machine learning methods to predict delayed graft function after kidney transplantation (2015) TRANSPLANT INTERNATIONAL. 28(suppl. 4). p.244-244
- Prediction of delayed graft function after kidney transplantation : comparison between logistic regression and machine learning methods (2015) BMC MEDICAL INFORMATICS AND DECISION MAKING. 15.
- FlowSOM: using self-organizing maps for visualization and interpretation of cytometry data (2015) CYTOMETRY PART A. 87A(7). p.636-645
- Longitudinal stability augmentation of seaplanes in planing (2015) 15th AIAA Aviation Technology, Integration, and Operations Conference, Proceedings. p.1-13
- Variable-fidelity surrogate modelling with kriging (2015) 17th International Conference on Chemistry and Chemical Engineering, World Academy of Science, Engineering and Technology, International Science Index, Computer and Information Engineering, Proceedings. p.514-518
- A matlab toolbox for kriging metamodelling (2015) Procedia Computer Science. 51. p.2708-2713
- Performance study of multi-fidelity gradient enhanced kriging (2015) STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION. 51(5). p.1017-1033
- Predictive modeling of delayed graft function after kidney transplantation using machine learning methods (2015) NEPHROLOGY DIALYSIS TRANSPLANTATION. 30(suppl. 3).
- Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores (2015) ARTIFICIAL INTELLIGENCE IN MEDICINE. 63(3). p.191-207
- Efficient global optimization of multi-parameter network problems on wireless testbeds (2015) AD HOC NETWORKS. 29. p.15-31
- Matrix-interpolation-based parametric model order reduction for multiconductor transmission lines with delays (2015) IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS. 62(3). p.276-280
- Passive parametric macromodeling by using Sylvester state-space realizations (2015) Lecture Notes in Electrical Engineering. 325. p.311-327
- 2014
- Identifying novel neuroblastoma oncogenes using semi-supervised learning (2014) 9th Benelux Bioinformatics conference proceedings.
- Parametric macromodels for efficient design of carbon nanotube interconnects (2014) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 56(6). p.1674-1681
- ooDACE toolbox: a flexible object-oriented Kriging implementation (2014) JOURNAL OF MACHINE LEARNING RESEARCH. 15. p.3183-3186
- Efficient multi-objective simulation-driven antenna design using Co-Kriging (2014) IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION. 62(11). p.5900-5905
- Multi-objective design of antenna structures using variable-fidelity EM simulations and co-kriging (2014) Proceedings of the European Conference on Antennas and Propagation. p.2884-2886
- Classification aided domain reduction for high dimensional optimization (2014) PROCEEDINGS OF THE 2014 WINTER SIMULATION CONFERENCE (WSC). In Winter Simulation Conference Proceedings p.3928-3939
- On the use of gradients in kriging surrogate models (2014) PROCEEDINGS OF THE 2014 WINTER SIMULATION CONFERENCE (WSC). In Winter Simulation Conference Proceedings p.2692-2701
- Fuzzy local linear approximation-based sequential design (2014) 2014 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR ENGINEERING SOLUTIONS (CIES). p.17-21
- Auto-generation of passive scalable macromodels for microwave components using scattered sequential sampling (2014) INTERNATIONAL JOURNAL OF MICROWAVE AND WIRELESS TECHNOLOGIES. 6(6). p.591-602
- A cognitive QoS management framework for WLANs (2014) EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING.
- Efficient multi-objective optimization of wireless network problems on wireless testbeds (2014) 2014 10TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM). p.212-217
- Probabilistic priority assessment of nurse calls (2014) MEDICAL DECISION MAKING. 34(4). p.485-502
- Genetic algorithm based multi-objective least square support vector machine for simultaneous determination of multiple components by near infrared spectroscopy (2014) SPECTROSCOPY AND SPECTRAL ANALYSIS. 34(3). p.638-642
- Environmental electromagnetic characterization framework for wearable antenna materials (2014) IEEE Antennas and Propagation Society International Symposium. p.311-312
- Model order reduction of time-delay systems using a laguerre expansion technique (2014) IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS. 61(6). p.1815-1823
- Sequential sampling algorithm for simultaneous near-field scanning of amplitude and phase (2014) IEEE International Symposium on Electromagnetic Compatibility. p.79-84
- Multipoint model order reduction using reflective exploration (2014) The 10th International Conference on Scientific Computing in Electrical Engineering SCEE 2014, Program and book of abstracts. p.109-110
- Passivity preserving multipoint model order reduction using reflective exploration (2014) 11th International Conference on Informatics in Control, Automation and Robotics, Proceedings. p.483-491
- Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization (2014) JOURNAL OF GLOBAL OPTIMIZATION. 60(3). p.575-594
- A constrained multi-objective surrogate-based optimization algorithm (2014) 2014 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC). p.3080-3087
- Efficient variability analysis of electromagnetic systems via polynomial chaos and model order reduction (2014) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 4(6). p.1038-1051
- Parametric macromodelling of linear high-frequency systems using multiple frequency scaling and sequential sampling (2014) ELECTRONICS LETTERS. 50(6). p.475-476
- Stochastic macromodeling of nonlinear systems via polynomial chaos expansion and transfer function trajectories (2014) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 62(7). p.1454-1460
- Fuzzy sequential space-filling design (2014) 23e annual Belgian-Dutch Conference on Machine Learning, Abstracts.
- Non intrusive polynomial chaos-based stochastic macromodeling of multiport systems (2014) 2014 IEEE 18th Workshop on Signal and Power Integrity (SPI). p.1-4
- Parameterized thermal macromodeling for fast and effective design of electronic components and systems (2014) 2014 IEEE 18th Workshop on Signal and Power Integrity (SPI). p.1-4
- Reduced order delayed systems by means of Laguerre functions and Krylov subspaces (Best Student Paper Award Finalist) (2014) 2014 IEEE 18th Workshop on Signal and Power Integrity (SPI). p.1-4
- NIMEFI: gene regulatory network inference using multiple ensemble feature importance algorithms (2014) PLOS ONE. 9(3).
- Scalable models of microwave system responses using sequential sampling on unstructured grids (2014) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 27(1). p.122-137
- 2013
- A re-ranking algorithm for gene regulatory network predictions using graphlets and graph-invariant properties (2013) Intelligent Systems for Molecular Biology, 21st Annual international conference, Abstracts.
- Stable feature selection techniques for microarray data (2013) BeNeLux Bioinformatics Conference, Abstracts. p.2B-2B
- The SUMO toolbox: a tool for automatic regression modeling and active learning (2013) Africon. p.1-4
- Harmonic balance surrogate-based immunity modeling of a nonlinear analog circuit (2013) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 55(6). p.1115-1124
- Adaptive classification algorithm for EMC-compliance testing of electronic devices (2013) ELECTRONICS LETTERS. 49(24). p.1526-1527
- A balanced sequential design strategy for global surrogate modeling (2013) Winter Simulation Conference Proceedings. p.2172-2179
- Self-constructing compact parametric macromodels for efficient electronic design (2013) 2013 17TH IEEE WORKSHOP ON SIGNAL AND POWER INTEGRITY (SPI). p.97-100
- Sequential measurement method to construct RF-EMF exposure maps (2013) Environment and health : bridging South, North, East and West. p.845-845
- Sequential RF-EMF exposure modeling and hotspot localization (2013) Joint Meeting of the Bioelectromagnetics Society and the European BioElectromagnetics Association. p.81-83
- Network inference by integrating biclustering and feature selection (2013) Proceedings of BBC2013. p.33-33
- Efficient optimization of the integrity behavior of analog nonlinear devices using surrogate models (2013) 17th IEEE Workshop on Signal and Power Integrity. p.27-30
- Environmental high frequency characterization of fabrics based on a novel surrogate modelling antenna technique (2013) IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION. 61(10). p.5200-5213
- Accurate hotspot localization by sampling the near-field pattern of electronic devices (2013) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 55(6). p.1365-1368
- Reliable reduced cost modeling and design optimization of microwave filters using co-kriging (2013) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 26(5). p.493-505
- Robust variable-fidelity optimization of microwave filters using co-Kriging and trust regions (2013) MICROWAVE AND OPTICAL TECHNOLOGY LETTERS. 55(4). p.765-769
- Variable-fidelity electromagnetic simulations and co-kriging for accurate modeling of antennas (2013) IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION. 61(3). p.1301-1308
- Assessment of outdoor radiofrequency electromagnetic field exposure through hotspot localization using kriging-based sequential sampling (2013) ENVIRONMENTAL RESEARCH. 126. p.184-191
- An immunity modeling technique to predict the influence of continuous wave and amplitude modulated noise on nonlinear analog circuits (2013) The International Symposium on Electromagnetic Compatibility, Proceedings. p.748-752
- Optimized sequential sampling algorithm for EMI near-field scanning (2013) The International Symposium on Electromagnetic Compatibility, Proceedings. p.358-388
- Model order reduction of parameterized state-space systems with sequential sampling (2013) The International Symposium on Electromagnetic Compatibility, Proceedings. p.342-347
- Response to comments by Beekhuizen et al. on 'Exposure assessment of mobile phone base station radiation in an outdoor environment using sequential surrogate modeling' (2013) BIOELECTROMAGNETICS. 34(7). p.570-570
- A probabilistic ontology-based platform for self-learning context-aware healthcare applications (2013) EXPERT SYSTEMS WITH APPLICATIONS. 40(18). p.7629-7646
- Parametric macromodeling using interpolation of Sylvester based state-space realizations (2013) 10th International Conference on Informatics in Control, Automation and Robotics, Proceedings. p.319-325
- Constructing a no-reference H.264/AVC bitstream-based video quality metric using genetic programming-based symbolic regression (2013) IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. 23(8). p.1322-1333
- Scalable macromodelling of microwave system responses using sequential sampling with path-simplexes (2013) ELECTRONICS LETTERS. 49(15). p.950-951
- Passivity-preserving parameterized model order reduction using singular values and matrix interpolation (2013) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 3(6). p.1028-1037
- Dimensionality reduction of optimization problems using variance based sensitivity analysis (2013)
- Self-organizing map based adaptive sampling (2013) 5th International Conference on Experiments/Process/System Modeling/Simulation/Optimization, Proceedings. 2. p.504-513
- Surrogate modeling of microwave structures using kriging, co-kriging, and space mapping (2013) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 26(1). p.64-73
- Broadband rational modeling using Barycentric vector fitting (2013) 17e IEEE Workshop on Signal and Power Integrity, Abstracts. p.87-88
- Efficient measurement procedure for hotspot detection in near-field pattern of electronic devices (2013) BESTCOM Meeting, Abstracts.
- Automatic scalable macromodel construction for microwave system responses using sequential sampling (2013) BESTCOM Meeting, Abstracts.
- Extracting analytical nonlinear models from analog circuits by recursive vector fitting of transfer function trajectories (2013) DESIGN, AUTOMATION & TEST IN EUROPE. In Design Automation and Test in Europe Conference and Exhibition p.1448-1453
- Reliable design closure of sonnet-simulated structures using co-kriging (2013) 29th Annual Review of the Progress in Applied Computational Electromagnetics, Proceedings. p.1002-1007
- Exposure assessment of mobile phone base station radiation in an outdoor environment using sequential surrogate modeling (2013) BIOELECTROMAGNETICS. 34(4). p.300-311
- Guaranteed passive parameterized macromodeling by using Sylvester state-space realizations (2013) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 61(4). p.1444-1454
- Time series classification for the prediction of dialysis in critically ill patients using echo state networks (2013) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 26(3). p.984-996
- A barycentric vector fitting algorithm for efficient macromodeling of linear multiport systems (2013) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 23(2). p.60-62
- A cognitive accountability mechanism for penalizing misbehaving ECN-based TCP stacks (2013) INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT. 23(1). p.16-40
- Generalized eigenvalue passivity assessment of descriptor systems with applications to symmetric and singular systems (2013) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 26(1). p.1-14
- Parametric macromodeling for S-parameter data based on internal nonexpansivity (2013) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 26(1). p.15-27
- Macromodeling of high-speed interconnects by positive interpolation of vertical segments (2013) APPLIED MATHEMATICAL MODELLING. 37(7). p.4874-4882
- Identification of quasi-optimal regions in the design space using surrogate modeling (2013) ENGINEERING WITH COMPUTERS. 29(2). p.127-138
- 2012
- Cost-efficient electromagnetic-simulation-driven antenna design using co-Kriging (2012) IET MICROWAVES ANTENNAS & PROPAGATION. 6(14). p.1521-1528
- Variable-fidelity optimization of microwave filters using co-kriging and trust regions (2012) European Microwave Integrated Circuits Conference. Proceedings. In European Microwave Integrated Circuits Conference - Proceedings p.242-245
- Parametric sensitivity macromodels for gradient-based optimization (2012) Simulation-driven design optimization and modeling for microwave engineering. p.247-270
- Parametric model order reduction: obtaining concise mathematical models that work (2012) 13th FEA PhD Symposium, Abstracts.
- Reduce computational time: surrogate modeling and surrogate-based optimisation (2012) 13th FEA PhD Symposium, Abstracts. p.1-1
- Parameterized surrogate models of broadband passive electronic components (2012) 5th European Conference on the Use of Modern Information and Communication Technologies, Proceedings. p.1-5
- Inferring gene regulatory networks using ensembles of feature selection techniques (2012) Program of the sixth international workshop on machine learning in systems biology (MLSB 2012). p.7-8
- Inferring gene regulatory network topologies using ensembles of feature selection techniques (2012) Proceedings of the 21st Belgian-Dutch conference on machine learning.
- Scalable compact models for efficient design in EMC and SI applications (2012) The International Symposium on Electromagnetic Compatibility, Proceedings. p.1-7
- Parameterized models for efficient design in EMC and SI applications (2012) IEEE International Symposium on Electromagnetic Compatibility. p.1-7
- Scalable compact models for complex high-speed systems (2012) IEEE International Microwave Symposium, Abstracts. p.1-6
- Practical implementation of a sequential sampling algorithm for EMI near-field scanning (2012) The International Symposium on Electromagnetic Compatibility, Proceedings. p.1-5
- Partial element equivalent circuit models in the solution of the electric field integral equation (2012) International Conference on Electromagnetics in Advanced Applications (ICEAA 2012). p.329-332
- Optimization of high-speed electromagnetic systems with accurate parametric macromodels generated using sequential sampling of the design space (2012) International Conference on Electromagnetics in Advanced Applications (ICEAA 2012). p.128-131
- Compact and passive parametric macromodeling using reference macromodels and positive interpolation operators (2012) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 2(12). p.2080-2088
- Inverse modelling of an aneurysm's stiffness using surrogate-based optimization and fluid-structure interaction simulations (2012) STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION. 46(3). p.457-469
- Surrogate modelling of base station exposure (2012) 34th Annual Meeting of the Bioelectromagnetics Society, Proceedings. p.11-14
- Polynomial chaos based variability analysis of multiport systems (2012) International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design, Proceedings. p.245-248
- Time-domain green's function-based parametric sensitivity analysis of multiconductor transmission lines (2012) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 2(9). p.1510-1517
- Interpolation-based parameterized model order reduction of delayed systems (2012) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 60(3). p.431-440
- Variability analysis of multiport systems via polynomial-chaos expansion (2012) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 60(8). p.2329-2338
- A software framework for automated behavioral modeling of electronic devices (2012) IEEE MICROWAVE MAGAZINE. 13(6). p.102-118
- Fast optimization of microwave filters using surrogate-based optimization methods (2012) 2012 International conference on electromagnetics in advanced applications (ICEAA). p.212-215
- Time domain analysis of a common-mode suppression filter subjected to a multi-objective optimization (2012) EMC Europe 2012, Proceedings. p.1-6
- Constrained multiobjective optimization of a common-mode suppression filter (2012) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 54(3). p.704-707
- Accurate modeling of antennas using variable-fidelity EM simulations and co-kriging (2012) 6th European Conference on Antennas and Propagation, Proceedings. p.1-3
- Reliable low-cost co-kriging modeling of microwave devices (2012) IEEE International Microwave Symposium, Proceedings. p.1-3
- Efficient simulation-driven design optimization of antennas using co-kriging (2012) IEEE Antennas and Propagation Society International Symposium. p.1-2
- Robust passivity preserving parametric model order reduction using matrix interpolation (2012) 7th IFAC Symposium on Robust Control Design, Proceedings. p.705-710
- Towards efficient multiobjective optimization: multiobjective statistical criterions (2012) IEEE Congress on Evolutionary Computation.
- Analysis of common-mode noise on on-chip differential lines through stochastic modeling of parameter variability (2012) IEEE International Symposium on Electromagnetic Compatibility. p.144-149
- Surrogate modeling of base station exposure (2012) 34th Annual Meeting of the Bioelectromagnetics Society, Abstracts. p.11-12
- A new methodology for RF-EMF exposure assessment based on sequential surrogate modeling (2012) 7th International Workshop on Non Ionizing Radiation, Abstracts.
- Stochastic modeling-based variability analysis of on-chip interconnects (2012) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 2(7). p.1182-1192
- Parameterized reduced order models with guaranteed passivity using matrix interpolation (2012) IEEE 16th Workshop on Signal and Power Integrity, Proceedings. p.65-68
- Gradient-based optimization using parametric sensitivity macromodels (2012) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 25(4). p.347-361
- Automated near-field scanning algorithm for the EMC analysis of electronic devices (2012) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 54(3). p.502-510
- Fully parameterized macromodeling of S-parameter data by interpolation of numerator & denominator (2012) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 22(6). p.309-311
- Blind Kriging: implementation and performance analysis (2012) ADVANCES IN ENGINEERING SOFTWARE. 49. p.1-13
- No-reference bitstream-based visual quality impairment detection for high definition H.264/AVC encoded video sequences (2012) IEEE TRANSACTIONS ON BROADCASTING. 58(2). p.187-199
- Frequency and time domain variability analysis of an on-chip inverted embedded microstrip line using a macromodeling-based stochastic galerkin method (2012) IEEE 16th Workshop on Signal and Power Integrity, Proceedings. p.85-88
- Parameterized model order reduction of delayed systems using an interpolation approach with amplitude and frequency scaling coefficients (2012) IEEE 16th Workshop on Signal and Power Integrity, Proceedings. p.57-68
- Tree-based sequential sampling algorithm for scalable macromodeling of high-speed systems (2012) IEEE 16th Workshop on Signal and Power Integrity, Proceedings. p.49-56
- Sensitivity of night cooling performance to room/system design: surrogate models based on CFD (2012) BUILDING AND ENVIRONMENT. 58. p.23-36
- Rational modeling algorithm for passive microwave structures and systems (2012) Progress in industrial mathematics at ECMI 2010. In Mathematics in industry : The European Consortium for Mathematics in Industry 17 (1). p.37-43
- Parametric macromodeling based on amplitude and frequency scaled systems with guaranteed passivity (2012) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 25(2). p.139-151
- Scalable compact models for fast design optimization of complex electromagnetic systems (2012) INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING. 22(1). p.20-29
- Accurate macromodeling algorithm for time domain identification of transient port responses (2012) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 25(1). p.24-38
- Sensitivity of night cooling performance to room/system design: surrogate models based on CFD (2012) 5th International Building Physics Conference, Proceedings. p.777-784
- Two-level refined direct optimization scheme using intermediate surrogate models for electromagnetic optimization of a switched reluctance motor (2012) ENGINEERING WITH COMPUTERS. 28(2). p.199-207
- 2011
- Utilisation of surrogate modelling in self-optimisation methods of gas metal arc welding processes (2011) WELDING AND CUTTING. 10(6). p.382-389
- Evolutionary neuro-space mapping technique for modeling of nonlinear microwave devices (2011) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 59(2). p.213-229
- Forward and reverse modeling of low noise amplifiers based on circuit simulations (2011) LECTURE NOTES IN ELECTRICAL ENGINEERING. 74(2). p.111-124
- Automatic surrogate model type selection during the optimization of expensive black-box problems (2011) PROCEEDINGS : WINTER SIMULATION CONFERENCE. p.4269-4279
- An alternative approach to avoid overfitting for surrogate models (2011) PROCEEDINGS : WINTER SIMULATION CONFERENCE. p.2760-2771
- Improving link quality of UWB communication links by means of PSWF-Basis persuit denoising (2011) Proceedings of the 2011 international conference on electromagnetics in advanced applications and IEEE-APS topical conference on antennas and propagation in wireless communications (ICEAA 2011). p.126-129
- Automated file-based quality control : a machine learning approach (2011) The 2011 Annual Technical Conference & Exhibition.
- Macromodeling based variability analysis of an inverted embedded microstrip line (2011) IEEE Conference on Electrical Performance of Electronic Packaging and Systems-EPEPS. p.153-156
- Sequential sampling strategy for the modeling of parameterized microwave and RF components (2011) IEEE Conference on Electrical Performance of Electronic Packaging and Systems-EPEPS. p.45-48
- Reduced order modeling of delayed PEEC circuits (2011) 2011 IEEE/MTT-S International Microwave Symposium (MTT 2011).
- Multipoint model order reduction of delayed PEEC systems (2011) 2011 IEEE International symposium on electromagnetic compatibility (EMC 2011). p.243-248
- Efficient design optimization of complex electromagnetic systems using parametric macromodeling techniques (2011) 2011 IEEE International symposium on electromagnetic compatibility (EMC 2011). p.150-155
- Passivity-preserving parametric macromodeling by means of scaled and shifted state-space systems (2011) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 59(10). p.2394-2403
- Multipoint full-wave model order reduction for delayed PEEC models with large delays (2011) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 53(4). p.959-967
- Compact and accurate models of large single-wall carbon-nanotube interconnects (2011) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 53(4). p.562-569
- Passivity-preserving interpolation-based parameterized model order reduction of PEEC models based on scattered grids (2011) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 24(5). p.478-495
- Broadband passive RLGC(f) modeling for on-chip interconnect design (2011) Proceedings of the 2011 international conference on electromagnetics in advanced applications and IEEE-APS topical conference on antennas and propagation in wireless communications (ICEAA 2011). p.1372-1375
- Kriging, co-kriging and space mapping for microwave circuit modeling (2011) 2011 41ST EUROPEAN MICROWAVE CONFERENCE. In European Microwave Conference p.444-447
- Microwave small-signal modelling of FinFETs using multi-parameter rational fitting method (2011) ELECTRONICS LETTERS. 47(19). p.1084-1085
- Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling (2011) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 214(3). p.683-696
- A novel hybrid sequential design strategy for global surrogate modeling of computer experiments (2011) SIAM JOURNAL ON SCIENTIFIC COMPUTING. 33(4). p.1948-1974
- Inverse modelling of an aneurysm's stiffness using surrogate-based optimization of a three-dimensional fluid-structure interaction simulation (2011) CFD and optimization 2011 : an ECCOMAS thematic conference.
- An autonomous service-platform to support distributed ontology-based context-aware agents (2011) EXPERT SYSTEMS. 28(5). p.437-460
- Parametric macromodeling for sensitivity responses from tabulated data (2011) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 21(8). p.397-399
- Physics-based passivity-preserving parameterized model order reduction for PEEC circuit analysis (2011) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 1(3). p.399-409
- An algorithm for direct identification of passive transfer matrices with positive real fractions via convex programming (2011) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 24(4). p.375-386
- Surrogate based sensitivity analysis of process equipment (2011) APPLIED MATHEMATICAL MODELLING. 35(4). p.1676-1687
- Efficient data integration in the railway domain through an ontology-based methodology (2011) TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES. 19(4). p.617-643
- Avoiding overfitting in surrogate modeling: an alternative approach (2011) Proceedings of the twentieth Belgian Dutch conference on machine learning. p.93-94
- Sensitivity analysis using data-driven parametric macromodels (2011) 15th IEEE workshop on signal propagation on interconnects (SPI). p.111-114
- Robust macromodeling of frequency responses with outliers (2011) 15th IEEE workshop on signal propagation on interconnects (SPI). p.21-24
- Time-domain parametric sensitivity analysis of multiconductor transmission lines (2011) 15th IEEE workshop on signal propagation on interconnects (SPI). p.125-128
- Adaptive sampling algorithm for macromodeling of parameterized S-parameter responses (2011) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 59(1). p.39-45
- Data-driven parameterized model order reduction using z-domain multivariate orthonormal vector fitting technique (2011) Lecture Notes in Electrical Engineering. 74. p.141-148
- An ontology-based nurse call management system (oNCS) with probabilistic priority assessment (2011) BMC HEALTH SERVICES RESEARCH. 11.
- Model order reduction with preservation of passivity, non-expansivity and Markov moments (2011) SYSTEMS & CONTROL LETTERS. 60(1). p.53-61
- 2010
- Link state protocol data mining for shared risk link group detection (2010) 19th International Conference on Computer Communications and Networks, Proceedings. p.1-8
- Complex permittivity characterization of textile materials by means of surrogate modelling (2010) IEEE Antennas and Propagation Society International Symposium. In IEEE Antennas and Propagation Society International Symposium
- Surrogate modeling of RF circuit blocks (2010) Mathematics in industry. In Mathematics in Industry 15. p.447-452
- Passivity-preserving parametric macromodeling for highly dynamic tabulated data based on Lur'e equations (2010) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 58(12). p.3688-3696
- Guaranteed passive parameterized model order reduction of the partial element equivalent circuit (PEEC) method (2010) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 52(4). p.974-984
- Parametric macromodeling for tabulated data based on internal passivity (2010) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 20(10). p.533-535
- A surrogate modeling and adaptive sampling toolbox for computer based design (2010) JOURNAL OF MACHINE LEARNING RESEARCH. 11. p.2051-2055
- Generating sequential space-filling designs using genetic algorithms and Monte Carlo methods (2010) LECTURE NOTES IN COMPUTER SCIENCE. 6457. p.80-84
- Symbolic macromodeling of parameterized S-parameter frequency responses (2010) 2010 IEEE 19th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS 2010). p.109-112
- Parameterized model order reduction with guaranteed passivity for PEEC circuit analysis (2010) 2010 IEEE International Symposium on Electromagnetic Compatibility (EMC 2010). p.378-383
- Spectral models for 1D blood flow simulations (2010) IEEE Engineering in Medicine and Biology Society Conference Proceedings. p.2598-2601
- Passivity-preserving parameterized model order reduction for PEEC based full wave analysis (2010) 2010 IEEE 14th Workshop on Signal Propagation on Interconnects (SPI 2010). p.65-68
- Guaranteed passive parameterized admittance-based macromodeling (2010) IEEE TRANSACTIONS ON ADVANCED PACKAGING. 33(3). p.623-629
- Robust transfer function identification via an enhanced magnitude vector fitting algorithm (2010) IET CONTROL THEORY AND APPLICATIONS. 4(7). p.1169-1178
- Parametric macromodeling of lossy and dispersive multiconductor transmission lines (2010) IEEE TRANSACTIONS ON ADVANCED PACKAGING. 33(2). p.481-491
- Surrogate-based infill optimization applied to electromagnetic problems (2010) INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING. 20(5). p.492-501
- Improving robustness of vector fitting to outliers in data (2010) ELECTRONICS LETTERS. 46(17). p.1200-1201
- Surrogate-based modeling of electrical systems (2010) Advances in Modeling and Optimization of High Frequency Structures, Internationa workshop, Presentations.
- Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: a sepsis case study (2010) Computer-Based Medical Systems, 23rd IEEE International symposium, Proceedings.
- Inverse surrogate modeling: output performance space sampling (2010) AIAA/ISSMO Multidisciplinary Analysis and Optimization, 13th conference, Proceedings.
- Fast passivity enforcement of S-parameter based macromodels (2010) Program and book of abstracts : 16th European conference on mathematics for industry. p.69-69
- Influence of feature selection on ensemble diversity (2010) Proceedings of the 19th Machine Learning conference of Belgium and The Netherlands.
- Adaptive time-domain macromodeling algorithm for fast termination of FDTD simulations (2010) 2010 IEEE 14th Workshop on Signal Propagation on Interconnects (SPI 2010). p.131-132
- Numerical validation of a procedure for direct identification of passive linear multiport with convex programming (2010) 2010 IEEE 14th Workshop on Signal Propagation on Interconnects (SPI 2010). p.141-144
- Fast algorithm for broadband macromodeling of high-order frequency responses (2010) IEEE Mediterranean Electrotechnical Conference MELECON. p.359-362
- Rational fitting of S-parameter frequency samples with maximum absolute error control (2010) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 20(5). p.247-249
- Variance weighted vector fitting for noisy frequency responses (2010) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 20(4). p.187-189
- DC-preserving passivity enforcement for S-parameter based macromodels (2010) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 58(4). p.923-928
- Transfer function identification from phase response data (2010) AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS. 64(3). p.218-223
- On the application of dimensional analysis to parametric macromodeling (2010) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 20(4). p.190-192
- O-MOORE-NICE!: new methodologies and algorithms for design and simulation of analog integrated circuits (2010) ECMI NEWSLETTER. p.17-20
- Passivity-preserving interpolation-based parameterized macromodeling of scattered S-data (2010) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 20(3). p.133-135
- Multiobjective global surrogate modeling, dealing with the 5-percent problem (2010) ENGINEERING WITH COMPUTERS. 26(1). p.81-98
- On the construction of guaranteed passive macromodels for high-speed channels (2010) 2010 DESIGN, AUTOMATION & TEST IN EUROPE (DATE 2010). In Design Automation and Test in Europe Conference and Exhibition p.1142-1147
- Digital filters for accurately verifying the performance of hearing protectors in use (2010) ACTA ACUSTICA UNITED WITH ACUSTICA. 96(1). p.168-178
- 2009
- A novel sequential design strategy for global surrogate modeling (2009) PROCEEDINGS OF THE 2009 WINTER SIMULATION CONFERENCE (WSC 2009 ), VOL 1-4. In Winter Simulation Conference Proceedings p.731-742
- Comparison of embedded feature selection algorithms for splice site detection (2009) Benelux Bioinformatics Conference, 5th, Abstracts. p.89-89
- Automatic approximation of expensive functions with active learning (2009) Foundations of Computational Intelligence, volume 1 : learning and approximation. In Studies in Computational Intelligence 201. p.35-62
- Evolutionary model type selection for global surrogate modeling (2009) JOURNAL OF MACHINE LEARNING RESEARCH. 10. p.2039-2078
- Surrogate based sensitivity analysis of process equipment (2009) CFD in the Minerals and Process Industries, 7th International conference, Proceedings.
- Two-level refined direct method for electromagnetic optimization and inverse problems (2009) Computation of Electromagnetic Fields, 17th Conference, Posters.
- Adaptive stopping criterion for fast time domain characterization of microwave components (2009) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 19(12). p.765-767
- Magnitude vector fitting to interval data (2009) MATHEMATICS AND COMPUTERS IN SIMULATION. 80(3). p.572-580
- A novel hybrid active learning strategy for nonlinear regression (2009) The 18th Annual Belgian-Dutch conference on Machine Learning : proceedings of the conference. p.109-110
- Parameterized models for crosstalk analysis in high-speed interconnects (2009) IEEE International Symposium on Electromagnetic Compatibility. p.180-185
- Pareto-based multi-output metamodeling with active learning (2009) COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE. 43. p.389-400
- A multivariate orthonormal vector fitting based estimation technique (2009) IFAC Symposium on System Identification, 15th, Preprints. p.1632-1637
- Accurate passivity enforcement algorithm for broadband S-parameter macromodels (2009) IEEE Africon. p.198-202
- Parameterized S-parameter based macromodeling with guaranteed passivity (2009) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 19(10). p.608-610
- Causality preserving passivity enforcement for traveling-wave-type transmission-line models (2009) IEEE TRANSACTIONS ON POWER DELIVERY. 24(4). p.2461-2462
- Fast broadband modeling of frequency-domain responses by piecewise interpolation (2009) ELECTRIC POWER SYSTEMS RESEARCH. 79(11). p.1574-1578
- Automated response surface model generation with sequential design (2009) CIVIL-COMP PROCEEDINGS. 92.
- Space-filling sequential design strategies for adaptive surrogate modelling (2009) CIVIL-COMP PROCEEDINGS. 92.
- Evolutionary regression modeling with active learning: an application to rainfall runoff modeling (2009) LECTURE NOTES IN COMPUTER SCIENCE. 5495. p.548-558
- A power-scalable linearized model for RF power amplifiers starting from S-parameter measurements (2009) 2009 IEEE/MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM, VOLS 1-3. In IEEE MTT-S International Microwave Symposium p.745-748
- Pareto-based multi-output model type selection (2009) LECTURE NOTES IN ARTIFICIAL INTELLIGENCE. In Lecture Notes in Artificial Intelligence 5572. p.442-449
- Sequential modeling of a low noise amplifier with neural networks and active learning (2009) NEURAL COMPUTING & APPLICATIONS. 18(5). p.485-494
- Vector fitting vs Levenberg-Marquardt: some experiments (2009) 2009 IEEE workshop on Signal Propagation on Interconnects. p.93-96
- Parameterized macromodels of multiconductor transmission lines (2009) 2009 IEEE workshop on Signal Propagation on Interconnects. p.43-46
- Fast passivity enforcement technique for common-pole S-Parameter multiport systems (2009) 2009 IEEE workshop on Signal Propagation on Interconnects. p.91-92
- Grid enabled surrogate modeling (2009) Handbook of Research on Grid Technologies and Utility Computing : concepts for managing large-scale applications. p.249-258
- Hybrid algorithm for compact and stable macromodelling of parameterised frequency responses (2009) ELECTRONICS LETTERS. 45(10). p.493-495
- Modified half-size test matrix for robust passivity assessment of S-parameter macromodels (2009) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 19(5). p.263-265
- Automated response surface model generation and adaptive sampling (2009) Proceedings of NXP Semiconductors Numerical Mathematics Working Party.
- Fast passivity enforcement of S-parameter macromodels by pole perturbation (2009) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 57(3). p.620-626
- Stable parametric macromodeling using a recursive implementation of the vector fitting algorithm (2009) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 19(2). p.59-61
- Efficient algorithm for passivity enforcement of S-parameter based macromodels (2009) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 57(2). p.415-420
- Efficient power bus modeling based on an adaptive frequency sampling technique (2009) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 22(1). p.57-76
- 2008
- A comparison of sequential design methods for RF circuit block modeling (2008) Proceedings of the 40th Conference on Winter Simulation. p.2942-2942
- Computer code for fast macromodeling of large multiport systems (2008) 2008 IEEE-EPEP ELECTRICAL PERFORMANCE OF ELECTRONIC PACKAGING. p.299-302
- Design of a semantic person-oriented nurse call management system (2008) INTERNATIONAL JOURNAL OF WEB AND GRID SERVICES. 4(3). p.267-283
- Data-driven parametrized model order reduction using multivariate orthonormal vector fitting technique (2008) Model Reduction for Circuit Simulation, Book of abstracts.
- Stability and passivity enforcement of parametric macromodels in time and frequency domain (2008) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 56(11). p.2435-2441
- Fast parametric macromodeling of frequency responses using parameter derivatives (2008) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 18(12). p.761-763
- Validation of positive fraction vector fitting algorithm in the identification of passive immittances (2008) Proceedings of OIME2008, the 10th International Workshop on Optimization and Inverse Problems in Electromagnetism. p.58-59
- Surrogate modeling of low noise amplifiers based on transistor level simulations (2008) Proceedings of SCEE2008, the 7th International Conference on Scientific Computing in Electrical Engineering. p.93-94
- Adaptive interpolation based on Polya frequency functions (2008) IEEE TRANSACTIONS ON SIGNAL PROCESSING. 56(10). p.4683-4691
- Data-driven reduced order macromodeling (2008) Workshop on Model Order Reduction, Abstracts.
- OTAGen: A tunable ontology generator for benchmarking ontology-based agent collaboration (2008) Proceeding of IEEE COMPSAC2008, the 32nd Annual IEEE International Computer Software and Applications Conference. p.529-530
- Data-driven model order reduction using orthonormal vector fitting (2008) Model Order Reduction: Theory, Research Aspects and Applications. p.341-359
- Analyzing and optimizing expensive computer simulations: the surrogate model approach (2008) International summer school on Modelling and Optimization in Micro- and Nano-Electronics, Abstracts.
- RF circuit block modeling via Kriging surrogates (2008) 2008 MIKON CONFERENCE PROCEEDINGS, VOLS 1 AND 2. p.297-300
- Optimization in surrogate model building for RF circuit blocks (2008) ECMI 2008 London : Mathematics for the future of Europe. p.70-70
- Robust parametric macromodeling using multivariate orthonormal vector fitting (2008) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 56(7). p.1661-1667
- Automatic surrogate model building for computer based design (2008) Proceedings of ECCOMAS2008, the 5th European Congress on Computational Methods in Applied Sciences and Engineering.
- Macromodeling of multiport systems using a fast implementation of the vector fitting method (2008) IEEE MICROWAVE AND WIRELESS COMPONENTS LETTERS. 18(6). p.383-385
- Automatic model type selection with heterogeneous evolution: an application to RF circuit block modeling (2008) IEEE Congress on Evolutionary Computation. p.989-996
- Automatic regression modeling with active learning (2008) Proceedings of Benelearn 2008. p.53-54
- Parametric macromodeling of time domain responses (2008) 2008 IEEE WORKSHOP ON SIGNAL PROPAGATION ON INTERCONNECTS. p.185-186
- Single-input-single-output passive macromodeling via Positive Fractions Vector Fitting (2008) 2008 IEEE WORKSHOP ON SIGNAL PROPAGATION ON INTERCONNECTS. p.183-184
- Accurate macromodeling based on tabulated magnitude frequency responses (2008) 2008 IEEE WORKSHOP ON SIGNAL PROPAGATION ON INTERCONNECTS. p.161-164
- Causality determination and time delay extraction by means of the eigenfunctions of the Hilbert transform (2008) 2008 IEEE WORKSHOP ON SIGNAL PROPAGATION ON INTERCONNECTS. p.19-22
- Generation of rational model based SPICE circuits for transient simulations (2008) 2008 IEEE WORKSHOP ON SIGNAL PROPAGATION ON INTERCONNECTS. p.15-18
- Broadband rational macromodeling based on the adaptive frequency sampling algorithm and the partial element equivalent circuit method (2008) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 50(1). p.128-137
- Estimation and validation of semiparametric dynamic nonlinear models (2008) IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. 57(2). p.395-400
- Ontology based and context-aware hospital nurse call optimization (2008) CISIS 2008: THE SECOND INTERNATIONAL CONFERENCE ON COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS, PROCEEDINGS. p.985-990
- 2007
- Grid-enabled adaptive surrogate modeling for computer based design (abstract) (2007) Proceedings of the 8th UGent PhD symposium. p.98-98
- Robust identification of transient port responses using time domain orthonormal vector fitting (2007) IFAC PROCEEDINGS VOLUMES. 40(20). p.584-589
- Experimental analysis on the relaxation of macromodeling methods (2007) IEEE Africon. p.670-673
- 2006
- Orthonormal bandlimited Kautz sequences for global system modeling from piecewise rational models (2006) IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. 25(7). p.1377-1382
- 2004
- Recent trends in the integration of circuit optimization and full-wave electromagnetic analysis. (2004) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 52(1). p.245-256
- 2002
- Constrained EM-based modeling of passive components. (2002) 2002 IEEE MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM DIGEST, VOLS 1-3. p.2113-2116
- Efficient MoM techniques for complex digital high-speed and RF-circuits and for parametrized model building (2002) 2002 IEEE MTT-S International Microwave Symposium - Workshop on EM Based CAD and Optimization of Waveguide Components, Planar Circuits and Antennas, June 3, 2002, Seattle, Washington, USA.
- 2001
- EM-based multidimensional parameterized modeling of general passive planar components. (2001) 2001 IEEE MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM DIGEST, VOLS 1-3. p.1745-1748
- New approaches to increase the efficiency of the electromagnetic modeling of planar RF and microwave circuits (2001) Workshop at the 31st European Microwave Conference : EM Modeling and CAD for Guided Wave Microwave Components and Antennas, September 24, 2001, London, United Kingdom.
- 1999
- Adaptive CAD-model building algorithm for general planar microwave structures. (1999) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 47(9) 1801-1809 Part 2).
- Adaptive sampling algorithm for accurate modeling of general interconnection structures. (1999) Proceedings of the 29th European Microwave Conference, Vol. 1, 5-7 October 1999, Munich, Germany. p.178-181
- 1995
- Adaptive frequency sampling algorithm for fast and accurate S-parameter modeling of general planar structures. (1995) Proc. 1995 IEEE MTT-S International Microwave Symposium, ISSN 0149-045X, Vol. 3, May Orlando, USA, pp. 1427-1430.
- Scattering matrix representation for the incidence of electromagnetic waves on multiconductor transmission line structures (1995) EMC - A GLOBAL CONCERN : IEEE 1995 INTERNATIONAL SYMPOSIUM ON ELECTROMAGNETIC COMPATIBILITY, SYMPOSIUM RECORD. p.150-152
- 1994
- Circuitmodellering, transiëntsimulatie en tijdsdomeinkarakterisatie van hoge-snelheidsinterconnectiestructuren (1994)
- CALIBRATION AND NORMALIZATION OF TIME-DOMAIN NETWORK ANALYZER MEASUREMENTS. (1994) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 42(4 Part 1). p.580-589
- CIRCUIT MODELING OF GENERAL HYBRID UNIFORM WAVE-GUIDE STRUCTURES IN CHIRAL ANISOTROPIC INHOMOGENEOUS-MEDIA. (1994) ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING. 5(1). p.57-66
- Accurate transient simulation for high-speed interconnections. (1994) IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS. 41(8). p.548-550
- Extended Bennia-Riad criterion for iterative frequency-domain deconvolution. (1994) IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. 43(2). p.176-180
- 1993
- Advanced calibration and normalization techniques for time domain reflection and transmission measurements (1993) 1993 IEEE Instrumentation and Measurement Technology Conference, May Irvine, California. p.377-380
- Analysis and modelling of coupled dispersive interconnection lines (1993) IEEE Trans, on Microwave Theory and Techniques, vol. MTT-40, no. 11, pp. 2103-2105, Nov. 1992.
- Generalized iterative frequency domain deconvolution technique (1993) 1993 IEEE Instrumentation and Measurement Technology Conference, May Irvine, California. p.85-87
- EXTENDED SCATTERING MATRIX APPROACH FOR TRANSIENT ANALYSIS OF COUPLED DISPERSIVE LOSSY TRANSMISSION-LINES WITH ARBITRARY LOADS. (1993) ELECTROMAGNETICS. 13(1). p.51-66
- 1992
- Improved time-domain characterization of high-speed interconnection structures'. IEEE Topical Meeting on Electrical Performance of Electronic Packaging, Tucson, USA, 22-24 Apr. 1992, pp. 142-144. (1992)
- Overview of the electromagnetic and circuit modeling of multiconductor lines. AIM Bullitin Scientifique de l'Association des Ingenieurs sortis de l'Institut d'Electricité Montefiore, Liege, Belgium, Aug. 1992, vol. 2, pp. 11-25. (1992)
- ANALYSIS AND MODELING OF COUPLED DISPERSIVE INTERCONNECTION LINES. (1992) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 40(11). p.2103-2105
- CAD-ORIENTED GENERAL CIRCUIT DESCRIPTION OF UNIFORM COUPLED LOSSY DISPERSIVE WAVE-GUIDE STRUCTURES. (1992) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 40(7). p.1545-1554
- SELECTION OF LUMPED ELEMENT MODELS FOR COUPLED LOSSY TRANSMISSION-LINES. (1992) IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. 11(7). p.805-815
- TRANSIENT SIMULATION OF ARBITRARY NONUNIFORM INTERCONNECTION STRUCTURES CHARACTERIZED BY SCATTERING PARAMETERS. (1992) IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS. 39(11). p.928-937
- undated
- Extended thevenin models for transient analysis of non-uniform dispersive lossy multiconductor transmission lines. IEEE Intern. Symposium on Cir cuits and Systems, San Diego, USA, May 1992, vol. 4, pp. 1772-1775.
- Time domain analysis of uniformly coupled lossy transmission lines with arbitrary loads. IEEE Intern. Symposium on Circuits and Systems, San Diego, USA, May 1992, vol. 5, pp. 2402-2404.
- Selection of lumped element models for coupled lossy transmission lines. IEEE Transactions on Computer Aided Design of Integrated Circuit and Systems, vol. 11, nr. 7, pp. 805-815, Jul. 1992. 'Time domain simulation of electronically controlled aco ustic systems', Proceedings of the 6th FASE Congress, Zurich, Switserland, 29-31 Jul. 1992, pp. 299-302.
- Transmission line modeling of coupled lossy open dispersive hybrid waveguide structures in isotropic and anisotropic media. Proc. of Intern. Symposium on Signals, Systems and Electronics, Paris, France, 1-4 Sep. 1992, vol. 1, pp. 427-429.
- Time and frequency domain study of the propagation in lossy multilayered waveguide and antenna structures based on rigorous full-wave analysis. Proc. of the IEEE Antennas and Propagation Symposium. Chicago, USA, Jul. 1992, vol. 3, pp. 1504-1507.