Tom Dhaene
Researcher Next ID · RN-039793
Researcher · Computer Science
HOGENT University of Applied Sciences and Arts
Ghent, Belgium
- Works count
- 627
- Citation count
- 12,688
- H-index
- 53
- i10-index
- 200
Research interests
Publications
A voltage and current measurement dataset for plug load appliance identification in households
Scientific Data · 2020 · https://doi.org/10.1038/s41597-020-0389-7
Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks
IEEE Journal of Biomedical and Health Informatics · 2018 · https://doi.org/10.1109/jbhi.2018.2886064
Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks
International Journal of Electrical Power & Energy Systems · 2018 · https://doi.org/10.1016/j.ijepes.2018.07.026
Indoor Person Identification Using a Low-Power FMCW Radar
IEEE Transactions on Geoscience and Remote Sensing · 2018 · https://doi.org/10.1109/tgrs.2018.2816812
Review of Polynomial Chaos-Based Methods for Uncertainty Quantification in Modern Integrated Circuits
Electronics · 2018 · https://doi.org/10.3390/electronics7030030
Comprehensive feature selection for appliance classification in NILM
Energy and Buildings · 2017 · https://doi.org/10.1016/j.enbuild.2017.06.042
Appliance classification using VI trajectories and convolutional neural networks
Energy and Buildings · 2017 · https://doi.org/10.1016/j.enbuild.2017.09.087
FlowSOM: Using self‐organizing maps for visualization and interpretation of cytometry data
Cytometry Part A · 2015 · https://doi.org/10.1002/cyto.a.22625
ooDACE toolbox: a flexible object-oriented Kriging implementation
Ghent University Academic Bibliography (Ghent University) · 2014
Efficient Multi-Objective Simulation-Driven Antenna Design Using Co-Kriging
IEEE Transactions on Antennas and Propagation · 2014 · https://doi.org/10.1109/tap.2014.2354673
Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization
Journal of Global Optimization · 2013 · https://doi.org/10.1007/s10898-013-0118-2
Blind Kriging: Implementation and performance analysis
Advances in Engineering Software · 2012 · https://doi.org/10.1016/j.advengsoft.2012.03.002
A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments
SIAM Journal on Scientific Computing · 2011 · https://doi.org/10.1137/090761811
Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling
European Journal of Operational Research · 2011 · https://doi.org/10.1016/j.ejor.2011.05.032
A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design
Ghent University Academic Bibliography (Ghent University) · 2010
Surrogate-based infill optimization applied to electromagnetic problems
International Journal of RF and Microwave Computer-Aided Engineering · 2010 · https://doi.org/10.1002/mmce.20455
Macromodeling of Multiport Systems Using a Fast Implementation of the Vector Fitting Method
IEEE Microwave and Wireless Components Letters · 2008 · https://doi.org/10.1109/lmwc.2008.922585
Orthonormal Vector Fitting: A Robust Macromodeling Tool for Rational Approximation of Frequency Domain Responses
IEEE Transactions on Advanced Packaging · 2007 · https://doi.org/10.1109/tadvp.2006.879429
Selection of lumped element models for coupled lossy transmission lines
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 1992 · https://doi.org/10.1109/43.144845
Current projects
No projects listed.