Fei Tony Liu

According to our database, Fei Tony Liu authored at least 17 papers between 2005 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

An Agentic System for LLM-Driven Public Transportation Analytics: A Practical Application and Case Study in Salvador-Brazil.

Lucas T. Borges, Fei Tony Liu, Tatiane N. Rios, Marcos Vinicius Ferreira, Clovis Carmo, Danilo Barbosa Coimbra, Jorge Nery, Matheus Souza, Noe O. Garcia, Albert Bifet, Ricardo Araújo Rios

Proceedings of the 2026 International Workshop on Agentic Engineering, 2026

2025

Streaming Isolation Forest.

Justin Jia Liu, Guilherme Weigert Cassales, Fei Tony Liu, Bernhard Pfahringer, Albert Bifet

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

Adaptive Isolation Forest.

Justin Jia Liu, Guilherme Weigert Cassales, Fei Tony Liu, Bernhard Pfahringer, Albert Bifet

Proceedings of the Discovery Science - 28th International Conference, 2025

2018

Isolation-based anomaly detection using nearest-neighbor ensembles.

Tharindu R. Bandaragoda, Kai Ming Ting, David W. Albrecht, Fei Tony Liu, Ye Zhu, Jonathan R. Wells

Comput. Intell., 2018

2014

Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble.

Tharindu R. Bandaragoda, Kai Ming Ting, David W. Albrecht, Fei Tony Liu, Jonathan R. Wells

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013

Mass estimation.

Kai Ming Ting, Guang-Tong Zhou, Fei Tony Liu, Swee Chuan Tan

Mach. Learn., 2013

DEMass: a new density estimator for big data.

Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Fei Tony Liu, Sunil Aryal

Knowl. Inf. Syst., 2013

2012

Isolation-Based Anomaly Detection.

Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou

ACM Trans. Knowl. Discov. Data, 2012

Relevance feature mapping for content-based multimedia information retrieval.

Guang-Tong Zhou, Kai Ming Ting, Fei Tony Liu, Yilong Yin

Pattern Recognit., 2012

2011

Fast Anomaly Detection for Streaming Data.

Swee Chuan Tan, Kai Ming Ting, Fei Tony Liu

Proceedings of the IJCAI 2011, 2011

Density Estimation Based on Mass.

Kai Ming Ting, Takashi Washio, Jonathan R. Wells, Fei Tony Liu

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

On Detecting Clustered Anomalies Using SCiForest.

Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Mass estimation and its applications.

Kai Ming Ting, Guang-Tong Zhou, Fei Tony Liu, James Swee Chuan Tan

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2008

Spectrum of Variable-Random Trees.

Fei Tony Liu, Kai Ming Ting, Yang Yu, Zhi-Hua Zhou

J. Artif. Intell. Res., 2008

Isolation Forest.

Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2006

Variable Randomness in Decision Tree Ensembles.

Fei Tony Liu, Kai Ming Ting

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

2005

Maximizing Tree Diversity by Building Complete-Random Decision Trees.

Fei Tony Liu, Kai Ming Ting, Wei Fan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005