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ORCIDFei Tony Liu
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- affiliation: Monash University, Melbourne, VIC, Australia
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Journal Articles
- 2018
[j6]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): 968-998 (2018)- 2013
- [j5]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): 493-524 (2013) - [j4]Kai Ming Ting, Guang-Tong Zhou, Fei Tony Liu, Swee Chuan Tan:
Mass estimation. Mach. Learn. 90(1): 127-160 (2013) - 2012
- [j3]Guang-Tong Zhou, Kai Ming Ting, Fei Tony Liu, Yilong Yin:
Relevance feature mapping for content-based multimedia information retrieval. Pattern Recognit. 45(4): 1707-1720 (2012) - [j2]Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou:
Isolation-Based Anomaly Detection. ACM Trans. Knowl. Discov. Data 6(1): 3:1-3:39 (2012) - 2008
- [j1]Fei Tony Liu, Kai Ming Ting, Yang Yu, Zhi-Hua Zhou:
Spectrum of Variable-Random Trees. J. Artif. Intell. Res. 32: 355-384 (2008)
Conference and Workshop Papers
- 2014
- [c8]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: 698-705 - 2011
- [c7]Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Fei Tony Liu:
Density Estimation Based on Mass. ICDM 2011: 715-724 - [c6]Swee Chuan Tan, Kai Ming Ting, Fei Tony Liu:
Fast Anomaly Detection for Streaming Data. IJCAI 2011: 1511-1516 - 2010
- [c5]Kai Ming Ting, Guang-Tong Zhou, Fei Tony Liu, James Swee Chuan Tan:
Mass estimation and its applications. KDD 2010: 989-998 - [c4]Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou:
On Detecting Clustered Anomalies Using SCiForest. ECML/PKDD (2) 2010: 274-290 - 2008
- [c3]Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou:
Isolation Forest. ICDM 2008: 413-422 - 2006
- [c2]Fei Tony Liu, Kai Ming Ting:
Variable Randomness in Decision Tree Ensembles. PAKDD 2006: 81-90 - 2005
- [c1]Fei Tony Liu, Kai Ming Ting, Wei Fan:
Maximizing Tree Diversity by Building Complete-Random Decision Trees. PAKDD 2005: 605-610
Coauthor Index
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