IDK: IDK point anomaly detector and IDK group anomaly detector [1]
IGK: Isolation Graph Kernel [2]
psKC: point-set Kernel Clustering [3]
IKDE: Isolation Kernel Density Esitimation [4]
TS: Anomaly Detection for Time Series [5]
[1] Ting, Kai Ming, et al. "Isolation Distributional Kernel: A New Tool for Kernel based Anomaly Detection." Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. 2020.[pdf]
[2] Xu, Bi-Cun, Kai Ming Ting, and Yuan Jiang. "Isolation Graph Kernel." Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 35. No. 12. 2021.[pdf]
[3] Ting, K. M., Wells, J. R., & Zhu, Y. (2022). Point-Set Kernel Clustering. IEEE Transactions on Knowledge and Data Engineering.[pdf]
[4] Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Hang Zhang (2021). Isolation Kernel Density Estimation. Proceedings of IEEE ICDM.[pdf]
[5] Kai Ming Ting, Zongyou Liu, Hang Zhang and Ye Zhu. A New Distributional Treatment for Time Series and An Anomaly Detection Investigation. PVLDB, 15(11).