Email Filtering Based On Swarm Intelligence via Machine Learning

Noormadinah Allias

ISBN 10: 3659680788 / ISBN 13: 9783659680786

Editore: LAP LAMBERT Academic Publishing Jan 2015, 2015

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Neuware Books on Demand GmbH, Überseering 33, 22297 Hamburg 196 pp. Englisch.

Codice articolo 9783659680786

Dati bibliografici

• Titolo: Email Filtering Based On Swarm Intelligence via Machine Learning
• Editore: LAP LAMBERT Academic Publishing Jan 2015
• Data di pubblicazione: 2015
• Lingua: Inglese
• ISBN 10: 3659680788
• ISBN 13: 9783659680786
• Rilegatura: Taschenbuch
• Condizione: Neu

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Riassunto

The flooding of spam emails in email servers is an arm-racing issue. Even until today, filtering spam from email messages has become an ongoing work by researchers. Among all the methods proposed, methods that use machine-learning algorithms have achieved more success in spam filtering; unfortunately face a high dimensionality of features space after pre-processing and become a big hurdle for the classifier. Besides, the excessive number of features also can degrade the classification results. Thus, in this research, two stages of feature selection based on Taguchi methods were proposed to reduce the high dimensionality of features and obtain a good classification result for spam filtering