Fei Tony Liu

Publication Activity (10 Years)

Years Active: 2005-2018
Publications (10 Years): 1

Top Topics

Feature Mapping

Anomaly Detection

Detecting Anomalous

One Class Support Vector Machines

Top Venues

Pattern Recognit.

ACM Trans. Knowl. Discov. Data

Publications

Tharindu R. Bandaragoda, Kai Ming Ting, David W. Albrecht, Fei Tony Liu, Ye Zhu, Jonathan R. Wells
Isolation-based anomaly detection using nearest-neighbor ensembles. Comput. Intell. 34 (4) (2018)
Tharindu R. Bandaragoda, Kai Ming Ting, David W. Albrecht, Fei Tony Liu, Jonathan R. Wells
Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble. ICDM Workshops (2014)
Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Fei Tony Liu, Sunil Aryal
DEMass: a new density estimator for big data. Knowl. Inf. Syst. 35 (3) (2013)
Kai Ming Ting, Guang-Tong Zhou, Fei Tony Liu, Swee Chuan Tan
Mass estimation. Mach. Learn. 90 (1) (2013)
Guang-Tong Zhou, Kai Ming Ting, Fei Tony Liu, Yilong Yin
Relevance feature mapping for content-based multimedia information retrieval. Pattern Recognit. 45 (4) (2012)
Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou
Isolation-Based Anomaly Detection. ACM Trans. Knowl. Discov. Data 6 (1) (2012)
Swee Chuan Tan, Kai Ming Ting, Fei Tony Liu
Fast Anomaly Detection for Streaming Data. IJCAI (2011)
Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Fei Tony Liu
Density Estimation Based on Mass. ICDM (2011)
Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou
On Detecting Clustered Anomalies Using SCiForest. ECML/PKDD (2) (2010)
Kai Ming Ting, Guang-Tong Zhou, Fei Tony Liu, James Swee Chuan Tan
Mass estimation and its applications. KDD (2010)
Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou
Isolation Forest. ICDM (2008)
Fei Tony Liu, Kai Ming Ting, Yang Yu, Zhi-Hua Zhou
Spectrum of Variable-Random Trees. J. Artif. Intell. Res. 32 (2008)
Fei Tony Liu, Kai Ming Ting
Variable Randomness in Decision Tree Ensembles. PAKDD (2006)
Fei Tony Liu, Kai Ming Ting, Wei Fan
Maximizing Tree Diversity by Building Complete-Random Decision Trees. PAKDD (2005)