Leen De Baets

Appliance classification using VI trajectories and convolutional neural networks

Leen De Baets, Joeri Ruyssinck, Chris Develder et al. · Energy and Buildings · 2017 · 226 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +8

Detection of unidentified appliances in non-intrusive load monitoring using siamese neural networks

Leen De Baets, Chris Develder, Tom Dhaene et al. · International Journal of Electrical Power & Energy Systems · 2018 · 114 citations

Monitoring Technology, Condition Monitoring, Engineering +12

A voltage and current measurement dataset for plug load appliance identification in households

Roberto Medico, Leen De Baets, Jingkun Gao et al. · Scientific Data · 2020 · 103 citations · Full text

Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks

Tom Van Steenkiste, Joeri Ruyssinck, Leen De Baets et al. · Artificial Intelligence in Medicine · 2018 · 76 citations

Blood Culture Outcome, Accurate Prediction, Engineering +12

On the Bayesian optimization and robustness of event detection methods in NILM

Leen De Baets, Joeri Ruyssinck, Chris Develder et al. · Energy and Buildings · 2017 · 74 citations · Full text

Bayesian Statistic, Bayesian Statistics, Engineering +14