About new isolation based anomaly detection methods
zhuye88 opened this issue · comments
YE ZHU commented
Hi Yue,
I found your repository is amazing. Just let you know that our research group (the inventor of iForest) recently has proposed new isolation based anomaly detection methods that you may like to include:
- Ting, Kai Ming, Bi-Cun Xu, Takashi Washio, and Zhi-Hua Zhou. "Isolation Distributional Kernel: A New Tool for Kernel based Anomaly Detection." In Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 198-206. 2020.
code: https://github.com/IsolationKernel/Codes/tree/main/IDK
- Bandaragoda, Tharindu R., Kai Ming Ting, David Albrecht, Fei Tony Liu, Ye Zhu, and Jonathan R. Wells. "Isolation‐based anomaly detection using nearest‐neighbor ensembles." Computational Intelligence 34, no. 4 (2018): 968-998.
code: https://github.com/zhuye88/iNNE
Cheers,
Ye Zhu
Yue Zhao commented
thanks. will consider to add them!