IEEE - Institute of Electrical and Electronics Engineers, Inc. - An Efficient Active Bayes Classifier Using Affinity Propagation on Unlabeled Data

2009 Second International Conference on Future Information Technology and Management Engineering (FITME)

Author(s): Wang XianHui ; Qin Zheng ; Zhang XuanPing
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2009
Conference Location: Sanya, China, China
Conference Date: 13 December 2009
Page(s): 440 - 443
ISBN (Paper): 978-1-4244-5339-9
DOI: 10.1109/FITME.2009.116
Regular:

When the labeled data are few, exploiting amount of unlabeled data can be helpful for improve learning performance of classifier. The key issue for active learning to solve is how to select the... View More

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