Kai Ming Ting
Nanjing University
H-index: 43
Asia-China
Top articles of Kai Ming Ting
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A new distributional treatment for time series anomaly detection | The VLDB Journal | Kai Ming Ting Zongyou Liu Lei Gong Hang Zhang Ye Zhu | 2024/2/15 |
Revisiting Streaming Anomaly Detection: Benchmark and Evaluation | Authorea Preprints | Yang Cao Yixiao Ma Ye Zhu Kai Ming Ting | 2024/2/11 |
Local Subsequence-Based Distribution for Time Series Clustering | Lei Gong Hang Zhang Zongyou Liu Kai Ming Ting Yang Cao | 2024/4/25 | |
Detecting Change Intervals with Isolation Distributional Kernel | Journal of Artificial Intelligence Research | Yang Cao Ye Zhu Kai Ming Ting Flora D Salim Hong Xian Li | 2024/1/25 |
Distributional Kernel: An Effective and Efficient Means for Trajectory Retrieval | Yuanyi Shang Kai Ming Ting Zijing Wang Yufan Wang | 2024/4/25 | |
Anomaly Detection Based on Isolation Mechanisms: A Survey | arXiv preprint arXiv:2403.10802 | Yang Cao Haolong Xiang Hang Zhang Ye Zhu Kai Ming Ting | 2024/4 |
A Principled Distributional Approach to Trajectory Similarity Measurement and its Application to Anomaly Detection | arXiv preprint arXiv:2301.00393 | Yufan Wang Kai Ming Ting Yuanyi Shang | 2023/1/1 |
Kernel-based clustering via isolation distributional kernel | Information Systems | Ye Zhu Kai Ming Ting | 2023/7/1 |
The impact of isolation kernel on agglomerative hierarchical clustering algorithms | Pattern Recognition | Xin Han Ye Zhu Kai Ming Ting Gang Li | 2023/7 |
Towards a persistence diagram that is robust to noise and varied densities | Hang Zhang Kaifeng Zhang Kai Ming Ting Ye Zhu | 2023/6/15 | |
Isolation kernel estimators | Knowledge and Information Systems | Kai Ming Ting Takashi Washio Jonathan Wells Hang Zhang Ye Zhu | 2023/2 |
Distribution-Based Trajectory Clustering | Zi Jing Wang Ye Zhu Kai Ming Ting | 2023/12/1 | |
Subgraph centralization: a necessary step for graph anomaly detection | Zhong Zhuang Kai Ming Ting Guansong Pang Shuaibin Song | 2023 | |
Point-set kernel clustering | IEEE Transactions on Knowledge and Data Engineering | Kai Ming Ting Jonathan R Wells Ye Zhu | 2022/1/25 |
Streaming hierarchical clustering based on point-set kernel | KDD '22 Proceedings of the 28nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | Xin Han Ye Zhu Kai Ming Ting De-Chuan Zhan Gang Li | 2022/8/20 |
A new distributional treatment for time series and an anomaly detection investigation | Proceedings of the VLDB Endowment | Kai Ming Ting Zongyou Liu Hang Zhang Ye Zhu | 2022/9/10 |
Hierarchical clustering that takes advantage of both density-peak and density-connectivity | Information Systems | Ye Zhu Kai Ming Ting Yuan Jin Maia Angelova | 2021/8/28 |
Isolation distributional kernel: A new tool for point and group anomaly detections | IEEE Transactions on Knowledge and Data Engineering | Kai Ming Ting Bi-Cun Xu Takashi Washio Zhi-Hua Zhou | 2021/10/14 |
Reconstruction-based anomaly detection with completely random forest | Yi-Xuan Xu Ming Pang Ji Feng Kai Ming Ting Yuan Jiang | 2021 | |
Breaking the curse of dimensionality with Isolation Kernel | arXiv preprint arXiv:2109.14198 | Kai Ming Ting Takashi Washio Ye Zhu Yang Xu | 2021/9/29 |
Co-Authors
