IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Transductive SVM with quasi-linear kernel based on cluster assumption for semi-supervised classification

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Bo Zhou ; Di Fu ; Chao Dong ; Jinglu Hu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Killarney, Ireland
Conference Date: 12 July 2015
Page(s): 1 - 7
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280485
Regular:

This paper presents a Transductive Support Vector Machine (TSVM) with quasi-linear kernel based on a clustering assumption for semi-supervised classification. Since the potential separating... View More

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