Email Filtering Based On Swarm Intelligence via Machine Learning - Softcover

Allias Noormadinah; Megat Mohamed Noor Megat Norulazmi; Ismail Mohd Nazri

Softcover

ISBN 10: 3659680788 ISBN 13: 9783659680786

Publisher: LAP Lambert Academic Publishing, 2015

Synopsis

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

Edition details

• Publisher: LAP Lambert Academic Publishing
• Publication date: 2015
• Language: English
• ISBN 10: 3659680788
• ISBN 13: 9783659680786
• Binding: Paperback
• Number of pages: 196