IEEE - Institute of Electrical and Electronics Engineers, Inc. - Co-training by Committee: A New Semi-supervised Learning Framework

2008 IEEE International Conference on Data Mining Workshops

Author(s): Mohamed Farouk Abdel Hady ; Friedhelm Schwenker
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2008
Conference Location: Pisa, Italy
Conference Date: 15 December 2008
Page(s): 563 - 572
ISBN (CD): 978-0-7695-3503-6
ISSN (Electronic): 2375-9259
ISSN (Paper): 2375-9232
DOI: 10.1109/ICDMW.2008.27
Regular:

For many data mining applications, it is necessary to develop algorithms that use unlabeled data to improve the accuracy of the supervised learning. Co-Training is a popular semi-supervised... View More

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