2 papers
stat.AP2024
Fast and interpretable electricity consumption scenario generation for individual consumers
J. Soenen, A. Yurtman, T. Becker +2
To enable the transition from fossil fuels towards renewable energy, the low-voltage grid needs to be reinforced at a faster pace and on a larger scale than was historically the ca…
cs.LG2023
AD-MERCS: Modeling Normality and Abnormality in Unsupervised Anomaly Detection
Jonas Soenen, Elia Van Wolputte, Vincent Vercruyssen +2
Most anomaly detection systems try to model normal behavior and assume anomalies deviate from it in diverse manners. However, there may be patterns in the anomalies as well. Ideall…