IEEE - Institute of Electrical and Electronics Engineers, Inc. - Enhanced co-occurrence distances for categorical data in unsupervised learning

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Jia-Yi Feng ; Ming-Chun Wang ; Can Wang ; Long-Bing Cao
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Qingdao, China, China
Conference Date: 11 July 2010
Volume: 4
Page(s): 2,071 - 2,078
ISBN (CD): 978-1-4244-6525-5
ISBN (Electronic): 978-1-4244-6527-9
ISBN (Paper): 978-1-4244-6526-2
DOI: 10.1109/ICMLC.2010.5580500
Regular:

Distance metrics for categorical data play an important role in unsupervised learning such as clustering. They also dramatically affect learning accuracy and computational complexities. Recently,... View More

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