基本信息
浏览量:539
职业迁徙
个人简介
Research grants received include those from National Natural Science Foundation of China, US Air Force of Scientific Research (AFOSR/AOARD), Australian Research Council, Toyota InfoTechnology Center and Australian Institute of Sport.
He is the principal driver of isolation-based methods, and a key originator of Isolation Forest, Isolation Kernel & Isolation Distributional Kernel and mass-based similarity. Isolation Forest is widely used in industries and academia. Isolation Kernel is a unique similarity measure which is derived from a dataset based on the same or similar isolation mechanism as Isolation Forest. Isolation Distributional Kernel builds on top of Isolation Kernel to measure the similarity between two distributions, without density estimation or distribution modeling.
He is the principal driver of isolation-based methods, and a key originator of Isolation Forest, Isolation Kernel & Isolation Distributional Kernel and mass-based similarity. Isolation Forest is widely used in industries and academia. Isolation Kernel is a unique similarity measure which is derived from a dataset based on the same or similar isolation mechanism as Isolation Forest. Isolation Distributional Kernel builds on top of Isolation Kernel to measure the similarity between two distributions, without density estimation or distribution modeling.
研究兴趣
论文共 382 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Journal of Artificial Intelligence Research (2024): 865-893
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH (2024): 273-306
Advances in Knowledge Discovery and Data Mining Lecture Notes in Computer Sciencepp.271-283, (2024)
Advances in Knowledge Discovery and Data Mining Lecture Notes in Computer Sciencepp.259-270, (2024)
The VLDB Journalpp.1-28, (2024)
arxiv(2023)
引用0浏览0EI引用
0
0
arxiv(2023)
引用0浏览0EI引用
0
0
Information Systems (2023): 102212-102212
引用0浏览0EI引用
0
0
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn