activity
20192026
most citedInterpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance

14 citations · 41 across the 37 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

stat.ML2023

Enhancing Interpretability and Generalizability in Extended Isolation Forests

Alessio Arcudi, Davide Frizzo, Chiara Masiero +1

Anomaly Detection (AD) focuses on identifying unusual behaviors in complex datasets. Machine Learning (ML) algorithms and Decision Support Systems (DSSs) provide effective solution…

cs.LG2023

Heterogeneous Domain Adaptation and Equipment Matching: DANN-based Alignment with Cyclic Supervision (DBACS)

Natalie Gentner, Gian Antonio Susto

Process monitoring and control are essential in modern industries for ensuring high quality standards and optimizing production performance. These technologies have a long history…