Journal article

Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines

Zahra Ghafoori, Sarah M Erfani, Sutharshan Rajasegarar, James C Bezdek, Shanika Karunasekera, Christopher Leckie

IEEE Transactions on Neural Networks and Learning Systems | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | Published : 2018

DOI: 10.1109/TNNLS.2017.2785792

University of Melbourne Researchers

Sarah Monazam Erfani Author Computing and Information Systems

Zahra Ghafoori Author Computing and Information Systems

Christopher Leckie Author Computing and Information Systems

Jim Bezdek Author Computing and Information Systems

Shanika Karunasekera Author Computing and Information Systems

Citation metrics

14Web of Science

Keywords

Computer Science, Artificial Intelligence

Computer Science

Parameter Estimation

One-Class Support Vector Machine (ocsvm)

Novelty Detection

Cross-Validation

Computer Science, Hardware & Architecture

Anomaly Detection

Science & Technology

Outlier Detection

Computer Science, Theory & Methods

Engineering, Electrical & Electronic

Unsupervised Learning