IEEE - Institute of Electrical and Electronics Engineers, Inc. - A comparative study on two large-scale hierarchical text classification tasks' solutions

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Jian Zhang ; Hai Zhao ; Bao-Liang Lu
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: 6
Page(s): 3,275 - 3,280
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.2010.5580696
Regular:

Patent classification is a large scale hierarchical text classification (LSHTC) task. Though comprehensive comparisons, either learning algorithms or feature selection strategies, have been fully... View More

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