Evolutionary symbiotic feature selection for email spam detection

This work presents a symbiotic filtering approach enabling the exchange of relevant word features among different users in order to improve local anti-spam filters. The local spam filtering is based on a Content- Based Filtering strategy, where word frequencies are fed into a Naive Bayes learner. Se...

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Bibliographic Details
Main Author: Cortez, Paulo (author)
Other Authors: Vaz, Rui Fernando Martins (author), Rocha, Miguel (author), Rio, Miguel (author), Sousa, Pedro (author)
Format: conferencePaper
Language:eng
Published: 2012
Subjects:
Collaborative filtering
Content-based filtering
Evolutionary algorithms
Feature selection
Naive bayes
Spam email
Symbiotic filtering
Text classification
Online Access:http://hdl.handle.net/1822/21405
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/21405

Internet

http://hdl.handle.net/1822/21405

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