Publications

Conference Papers

What Streaming Anomaly Detection Finds (and Misses) in Industrial Time Series

Published in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2026

Recommended citation: Magali Parrino, Antoine Ajenjo, Emmanuel Remy, Pierre Stephan and Paul Boniol. (2026). "What Streaming Anomaly Detection Finds (and Misses) in Industrial Time Series." ECML-PKDD.
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In a Streaming World, Should You Stand Still? A Comprehensive Benchmark of Anomaly Detection in Streams

Published in ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2026

Recommended citation: Magali Parrino, Antoine Ajenjo, Emmanuel Remy, Pierre Stephan, Pierre Senellart and Paul Boniol. (2026). "In a Streaming World, Should You Stand Still? A Comprehensive Benchmark of Anomaly Detection in Streams." KDD 2026.
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