Fei Tony Liu

Affiliations:
  • Monash University, Melbourne, VIC, Australia


According to our database1, Fei Tony Liu authored at least 14 papers between 2005 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2018
Isolation-based anomaly detection using nearest-neighbor ensembles.
Comput. Intell., 2018

2014
Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

2013
Mass estimation.
Mach. Learn., 2013

DEMass: a new density estimator for big data.
Knowl. Inf. Syst., 2013

2012
Isolation-Based Anomaly Detection.
ACM Trans. Knowl. Discov. Data, 2012

Relevance feature mapping for content-based multimedia information retrieval.
Pattern Recognit., 2012

2011
Fast Anomaly Detection for Streaming Data.
Proceedings of the IJCAI 2011, 2011

Density Estimation Based on Mass.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010
On Detecting Clustered Anomalies Using SCiForest.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Mass estimation and its applications.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2008
Spectrum of Variable-Random Trees.
J. Artif. Intell. Res., 2008

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

2006
Variable Randomness in Decision Tree Ensembles.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

2005
Maximizing Tree Diversity by Building Complete-Random Decision Trees.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005


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