Browsing by Author "De Baets, Leen"

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

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

Appliance classification using VI trajectories and convolutional neural networks

Automated classification of appliances using elliptical fourier descriptors

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

Handling imbalance in an extended PLAID

Machinaal leren voor het niet-invasief opmeten van stroomverbruik in een woning - Machine Learning for Non-Intrusive Load Monitoring

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

Optimized statistical test for event detection in NILM

VI-based appliance classification using aggregated power consumption data