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CEAS
2005
Springer
13 years 10 months ago
Reply Expectation Prediction for Email Management
We reduce email overload by addressing the problem of waiting for a reply to one’s email. We predict whether sent and received emails necessitate a reply, enabling the user to b...
Mark Dredze, John Blitzer, Fernando Pereira
CEAS
2005
Springer
13 years 10 months ago
Spamato - An Extendable Spam Filter System
Spam filter developers are confronted with the task of integrating their ideas in user-friendly products. In this paper, we introduce Spamato as an open, extendable, and multi-fa...
Keno Albrecht, Nicolas Burri, Roger Wattenhofer
CEAS
2005
Springer
13 years 10 months ago
Stopping Outgoing Spam by Examining Incoming Server Logs
Processing server logs for the email arriving at an ISP can be used to detect remote sites where machines are infected by email viruses or have been hijacked and used for sending ...
Richard Clayton
CEAS
2005
Springer
13 years 10 months ago
Naive Bayes Spam Filtering Using Word-Position-Based Attributes
This paper explores the use of the naive Bayes classifier as the basis for personalised spam filters. Several machine learning algorithms, including variants of naive Bayes, hav...
Johan Hovold
CEAS
2005
Springer
13 years 10 months ago
Spam Deobfuscation using a Hidden Markov Model
To circumvent spam filters, many spammers attempt to obfuscate their emails by deliberately misspelling words or introducing other errors into the text. For example viagra may be...
Honglak Lee, Andrew Y. Ng