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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's Profile Picture
Sarah Monazam Erfani Author Computing and Information Systems

Zahra Ghafoori's Profile Picture
Zahra Ghafoori Author Computing and Information Systems

Christopher Leckie's Profile Picture
Christopher Leckie Author Computing and Information Systems

Jim Bezdek's Profile Picture
Jim Bezdek Author Computing and Information Systems

Shanika Karunasekera's Profile Picture
Shanika Karunasekera Author Computing and Information Systems

Citation metrics

14Web of Science
22Scopus

Keywords

Computer Science, Artificial Intelligence
Computer Science
Technology
Parameter Estimation
One-Class Support Vector Machine (ocsvm)
Algorithms
Novelty Detection
Engineering
One-Class Svm
Cross-Validation
Computer Science, Hardware & Architecture
Anomaly Detection
Science & Technology
Outlier Detection
Computer Science, Theory & Methods
Engineering, Electrical & Electronic
Unsupervised Learning

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