3 citations · 3 across the 2 of their papers we have counts for
2 papers
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…
cs.LG2021★ 3 cited
Why Are You Weird? Infusing Interpretability in Isolation Forest for Anomaly Detection
Nirmal Sobha Kartha, Clément Gautrais, Vincent Vercruyssen
Anomaly detection is concerned with identifying examples in a dataset that do not conform to the expected behaviour. While a vast amount of anomaly detection algorithms exist, litt…