Fuzzy logic voting method and system for classifying e-mail using inputs from multiple spam classifiers
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United States of America Patent
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Mar 16, 2010
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N/A
app pub date -
Mar 31, 2006
filing date -
Jun 22, 2004
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Abstract
Systems and methods for classifying e-mail messages as spam by combining outputs of a plurality of spam classifiers or classification tools using a fuzzy logic voting algorithm or formula are provided. According to one embodiment, a first classification value associated with an e-mail message and a second classification value associated with the e-mail message are received. The first classification value and the second classification value being indicative of whether the e-mail message is spam. Then, a single, aggregated classification value for the e-mail message is generated by combining the first classification value and the second classification value using a fuzzy logic-based voting mechanism.
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