A novel anomaly score based on kernel density fluctuation factor for improving the local and clustered anomalies detection of isolation forests
Nannan Dong, Baoquan Ren, Hongjun Li, Xudong Zhong, Xiangwu Gong, Junmei Han, Jiazheng Lv, Jianhua Cheng
Topics & Concepts
Anomaly detectionComputer scienceAnomaly (physics)Kernel (algebra)Artificial intelligenceIsolation (microbiology)Pattern recognition (psychology)Data miningMathematicsAlgorithmBioinformaticsCombinatoricsPhysicsBiologyCondensed matter physicsAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionArtificial Immune Systems Applications