Structured one-class classification

The one-class classification problem aims to distinguish a target class from outliers. The spherical one-class classifier (SOCC) solves this problem by finding a hypersphere with minimum volume that contains the target data while keeping outlier samples outside. SOCC achieves satisfactory performanc...

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Bibliographic Details
Published in:IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society, Vol. 36, No. 6 (2006), p. 1283-95
Main Author: Wang, Defeng
Other Involved Persons: Yeung, Daniel S ; Tsang, Eric C C
Format: Article
Item Description:Date Completed 05.03.2007
Date Revised 10.11.2019
published: Print
Citation Status PubMed-not-MEDLINE
Copyright: From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine
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