A Neural Network Based Approach to Automated E-Mail Classification

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2003 IEEE/WIC International Conference on Web Intelligence (WI'03)

Halifax, Canada

October 13-October 17

ISBN: 0-7695-1932-6

	ASCII Text	x
	James Clark, Irena Koprinska, Josiah Poon, "A Neural Network Based Approach to Automated E-Mail Classification," Web Intelligence, IEEE / WIC / ACM International Conference on, pp. 702, 2003 IEEE/WIC International Conference on Web Intelligence (WI'03), 2003.

	BibTex	x
	@article{ 10.1109/WI.2003.1241300, author = {James Clark and Irena Koprinska and Josiah Poon}, title = {A Neural Network Based Approach to Automated E-Mail Classification}, journal ={Web Intelligence, IEEE / WIC / ACM International Conference on}, volume = {0}, year = {2003}, isbn = {0-7695-1932-6}, pages = {702}, doi = {http://doi.ieeecomputersociety.org/10.1109/WI.2003.1241300}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Web Intelligence, IEEE / WIC / ACM International Conference on TI - A Neural Network Based Approach to Automated E-Mail Classification SN - 0-7695-1932-6 SP EP A1 - James Clark, A1 - Irena Koprinska, A1 - Josiah Poon, PY - 2003 KW - null VL - 0 JA - Web Intelligence, IEEE / WIC / ACM International Conference on ER -

James Clark, University of Sydney

Irena Koprinska, University of Sydney

Josiah Poon, University of Sydney

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/WI.2003.1241300

In this paper we present a neural network based system for automated e-mail filing into folders and anti-spam filtering. The experiments show that it is more accurate than several other techniques. We also investigate the effects of various feature selection, weighting and normalization methods, and also the portability of the anti-spam filter across different users.

Citation:

James Clark, Irena Koprinska, Josiah Poon, "A Neural Network Based Approach to Automated E-Mail Classification," wi, pp.702, 2003 IEEE/WIC International Conference on Web Intelligence (WI'03), 2003

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