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Isolation Forest detects anomalies by isolating observations. It builds binary trees (called iTrees) by recursively ...

The binary tree and Bayesian inference fusion method is proposed to construct the selective ensemble model. Experimental results on benchmark data sets show the effectiveness of the proposed method.