IEEE - Institute of Electrical and Electronics Engineers, Inc. - Online supervised learning from multi-field documents for email spam filtering

2010 International Conference on Machine Learning and Cybernetics (ICMLC)

Author(s): Wu-Ying Liu ; Lin Wang ; Ting Wang
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): 3,335 - 3,340
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.2010.5580676
Regular:

Email spam filtering is considered as an online supervised learning task for binary text classification (TC). Normally, the previous statistical TC algorithms treat an email as a single plain-text... View More

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