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A new modification of Isolation Forest called Attention-Based Isolation Forest (ABIForest) for solving the anomaly detection problem is proposed. It incorporates the attention mechanism in the form of the Nadaraya-Watson regression into the Isolation
Externí odkaz:
http://arxiv.org/abs/2210.02558
Autor:
Konstantinov, Andrei V., Utkin, Lev V., Kirpichenko, Stanislav R., Kozlov, Boris V., Ageev, Andrey Y.
Publikováno v:
In Procedia Computer Science 2022 212:454-463