A Neural Network Based Approach to Automated E-Mail Classification

James Clark; Irena Koprinska; Josiah Poon

doi:10.1109/WI.2003.1241300

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

A Neural Network Based Approach to Automated E-Mail Classification

Year: 2003, Pages: 702

DOI Bookmark: 10.1109/WI.2003.1241300

Authors

James Clark, University of Sydney
Irena Koprinska, University of Sydney
Josiah Poon, University of Sydney

Abstract

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.

Like what you’re reading?

Already a member?

Get this article FREE with a new membership!

Spam Mail Filtering Based on Network Processor
Network and Parallel Computing Workshops, IFIP International Conference on
EMMA: An E-Mail Management Assistant
Intelligent Agent Technology, IEEE / WIC / ACM International Conference on
Using E-mail Authentication and Disposable E-mail Addressing for Filtering Spam
Parallel Architectures, Algorithms, and Networks, International Symposium on
Trustnet Architecture for E-mail Communication
2009 20th International Workshop on Database and Expert Systems Application. DEXA 2009
A Multi-Faceted Approach towards Spam-Resistible Mail
Proceedings. 11th Pacific Rim International Symposium on Dependable Computing
An Empirical Performance Comparison of Machine Learning Methods for Spam E-Mail Categorization
Hybrid Intelligent Systems, International Conference on
Image Analysis for Efficient Categorization of Image-based Spam E-mail
Eighth International Conference on Document Analysis and Recognition (ICDAR'05)
Spam Mail Classification Using Combined Approach of Bayesian and Neural Network
Computational Intelligence and Communication Networks, International Conference on
E-mail Classification Using Social Network Information
2012 Seventh International Conference on Availability, Reliability and Security
Content Based Spam E-mail Filtering
2016 International Conference on Collaboration Technologies and Systems (CTS)

A Neural Network Based Approach to Automated E-Mail Classification

Authors

Abstract

Related Articles