Efficient Top Rank Optimization with Gradient Boosting for Supervised Anomaly Detection

Jordan Fréry, Amaury Habrard, Marc Sebban, Olivier Caelen, Liyun He-Guelton. Efficient Top Rank Optimization with Gradient Boosting for Supervised Anomaly Detection. In Michelangelo Ceci, Jaakko Hollmén, Ljupco Todorovski, Celine Vens, Saso Dzeroski, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I. Volume 10534 of Lecture Notes in Computer Science, pages 20-35, Springer, 2017. [doi]

Abstract

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