IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning from Positive and Unlabeled Examples: A Survey

2008 International Symposiums on Information Processing - ISIP 2008; 2008 International Pacific Workshop on Web Mining and Web-Based Application - WMWA 2008

Author(s): Bangzuo Zhang ; Wanli Zuo
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2008
Conference Location: Moscow, Russia
Conference Date: 23 May 2008
Page(s): 650 - 654
ISBN (Paper): 978-0-7695-3151-9
DOI: 10.1109/ISIP.2008.79
Regular:

This paper surveys the existing method of learning from positive and unlabeled examples. We divide the existing methods into three families, and review the main algorithms, respectively. The first... View More

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