-
1
-
-
0033651407
-
An experimental comparison of Naive Bayesian and keyword-based anti-spam filtering with personal e-mail messages
-
Athens, Greece. ACM Press
-
Ion Androutsopoulos, John Koutsias, Konstantinos V. Chandrinos, and Constantine D. Spyropoulos. An experimental comparison of Naive Bayesian and keyword-based anti-spam filtering with personal e-mail messages. In Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Athens, Greece, 2000. ACM Press, pp. 160-167.
-
(2000)
Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval
, pp. 160-167
-
-
Androutsopoulos, I.1
Koutsias, J.2
Chandrinos, K.V.3
Spyropoulos, C.D.4
-
2
-
-
0142016103
-
Challenges of the email domain for text classification
-
Stanford University, Standord, CA, US, June 29 - July 2
-
Jake D. Brutlag and Christopher Meek. Challenges of the email domain for text classification. In Proceedings of the 17th International Conference on Machine Learning, Stanford University, Standord, CA, US, June 29 - July 2 2000, pp. 103-110.
-
(2000)
Proceedings of the 17th International Conference on Machine Learning
, pp. 103-110
-
-
Brutlag, J.D.1
Meek, C.2
-
4
-
-
33749820837
-
-
Center for Democracy & Technology
-
CDT.org. Spam 2005: Technology, law and policy, 2005. Center for Democracy & Technology, http://www.cdt.org/
-
(2005)
Spam 2005: Technology, Law and Policy
-
-
-
6
-
-
84945194999
-
A neural network based approach to automated e-mail classification
-
Halifax, Canada, October. IEEE Computer Society
-
J. Clark, I. Koprinska, and J. Poon. A neural network based approach to automated e-mail classification. In Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence, pages 702-705, Halifax, Canada, October 2003. IEEE Computer Society.
-
(2003)
Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
, pp. 702-705
-
-
Clark, J.1
Koprinska, I.2
Poon, J.3
-
8
-
-
0003426612
-
-
O'Reilly & Associates, Inc., Sebastopol, CA 95472
-
Bryan Costales and Eric Allman. sendmail, 3rd Edition. O'Reilly & Associates, Inc., Sebastopol, CA 95472, 2002.
-
(2002)
Sendmail, 3rd Edition
-
-
Costales, B.1
Allman, E.2
-
11
-
-
0042367634
-
Mining e-mail content for author identification forensics
-
Olivier de Vel, A. Anderson, M. Corney, and G. Mohay. Mining e-mail content for author identification forensics. SIGMOD Rec., 30(4):55-64, 2001.
-
(2001)
SIGMOD Rec.
, vol.30
, Issue.4
, pp. 55-64
-
-
De Vel, O.1
Anderson, A.2
Corney, M.3
Mohay, G.4
-
12
-
-
84942797676
-
A comparative study of classification-based personal e-mail filtering
-
Kyoto, Japan
-
Y. Diao, H. Lu, and D. Wu. A comparative study of classification-based personal e-mail filtering. In Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Kyoto, Japan, 2000, pp. 408-419.
-
(2000)
Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining
, pp. 408-419
-
-
Diao, Y.1
Lu, H.2
Wu, D.3
-
13
-
-
0032594950
-
Support vector machines for spam categorization
-
September
-
H. Druker, Donghui Wu, and V.N. Vapnik. Support vector machines for spam categorization. IEEE Transactions on Neural Networks, 10(5):1048-1054, September 1999.
-
(1999)
IEEE Transactions on Neural Networks
, vol.10
, Issue.5
, pp. 1048-1054
-
-
Druker, H.1
Wu, D.2
Vapnik, V.N.3
-
14
-
-
84901272818
-
Comparative graph theoretical characterization of networks of spam
-
Luiz Henrique Gomes, Rodrigo Almeida, Luis Bettencourt, Virgilio Almeida, and Jussara Almeida. Comparative graph theoretical characterization of networks of spam. In Proceedings of the Second Conference on Email and Anti-Spam, 2005.
-
(2005)
Proceedings of the Second Conference on Email and Anti-Spam
-
-
Gomes, L.H.1
Almeida, R.2
Bettencourt, L.3
Almeida, V.4
Almeida, J.5
-
19
-
-
84957069814
-
Text categorization with support vector machines: Learning with many relevant features
-
Chemnitz, DE, Springer Verlag, Heidelberg, DE
-
Thorsten Joachims. Text categorization with support vector machines: Learning with many relevant features. In Proceedings of the 10th European Conference on Machine Learning, Chemnitz, DE, 1998. Springer Verlag, Heidelberg, DE, pp. 137-142.
-
(1998)
Proceedings of the 10th European Conference on Machine Learning
, pp. 137-142
-
-
Joachims, T.1
-
20
-
-
8344254744
-
Filtering junk e-mail: A performance comparison between genetic programming &Naïve Bayes
-
University of Waterloo, September 10
-
Hooman Katirai. Filtering junk e-mail: A performance comparison between genetic programming &Naïve Bayes. Technical report, University of Waterloo, September 10 1999.
-
(1999)
Technical Report
-
-
Katirai, H.1
-
22
-
-
33749872918
-
-
SM), 2003. http://www.mail-abuse.com/spamdef.html.
-
(2003)
SM)
-
-
-
24
-
-
84958652227
-
Integrating web usage and content mining for more effective personalization
-
Greenwich, UK, September
-
Bamshad Mobasher, Honghua Dai, Tao Luo, Yuqing Sun, and Jiang Zhu. Integrating web usage and content mining for more effective personalization. In Proceedings of the International Conference on Ecommerce and Web Technologies, Greenwich, UK, September 2000, pp. 165-176.
-
(2000)
Proceedings of the International Conference on Ecommerce and Web Technologies
, pp. 165-176
-
-
Mobasher, B.1
Dai, H.2
Luo, T.3
Sun, Y.4
Zhu, J.5
-
25
-
-
85077545843
-
ASK: Active spam killer
-
San Antonio, TX, Prentice-Hall, Inc
-
M. Paganini. ASK: Active spam killer. In Proceedings of the USENIX Annual Technical Conference, San Antonio, TX, 2003. Prentice-Hall, Inc, pp. 51-62.
-
(2003)
Proceedings of the USENIX Annual Technical Conference
, pp. 51-62
-
-
Paganini, M.1
-
26
-
-
0033713717
-
Representation of electronic mail filtering profiles: A user study
-
New Orleans, LA, USA, January
-
Michael J. Pazzani. Representation of electronic mail filtering profiles: A user study. In Proceedings of the 2000 International Conference on Intelligent User Interfaces, New Orleans, LA, USA, January 2000, pp. 202-206.
-
(2000)
Proceedings of the 2000 International Conference on Intelligent User Interfaces
, pp. 202-206
-
-
Pazzani, M.J.1
-
28
-
-
8344223268
-
Naïve-Bayes vs. rule-learning in classification of email
-
The University of Texes at Austin, Artificial Intelligence Lab
-
Jefferson Provost. Naïve-Bayes vs. rule-learning in classification of email. Technical Report AI-TR-99-284, The University of Texes at Austin, Artificial Intelligence Lab, 1999.
-
(1999)
Technical Report
, vol.AI-TR-99-284
-
-
Provost, J.1
-
29
-
-
33744584654
-
Induction of decision trees
-
J.R. Quinlan. Induction of decision trees. Machine Learning, 1(1):81-106, 1986.
-
(1986)
Machine Learning
, vol.1
, Issue.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
31
-
-
0009304541
-
A Bayesian approach to filtering junk e-mail
-
Madison, Wisconsin, July AAAI
-
Mehran Sahami, Susan Dumais, David Heckerman, and Eric Horvitz. A Bayesian approach to filtering junk e-mail. In Proceedings of AAAI Workshop: the Learning for Text Categorization, Madison, Wisconsin, July 1998. AAAI, pp. 55-62.
-
(1998)
Proceedings of AAAI Workshop: The Learning for Text Categorization
, pp. 55-62
-
-
Sahami, M.1
Dumais, S.2
Heckerman, D.3
Horvitz, E.4
-
32
-
-
1542634596
-
A memory-based approach to anti-spam filtering for mailing lists
-
Georgios Sakkis, Ion Androutsopoulos, Georgios Paliouras, and Panagiotis Stamatopoulos. A memory-based approach to anti-spam filtering for mailing lists. Information Retrieval, 6(1):49-73, 2003.
-
(2003)
Information Retrieval
, vol.6
, Issue.1
, pp. 49-73
-
-
Sakkis, G.1
Androutsopoulos, I.2
Paliouras, G.3
Stamatopoulos, P.4
-
33
-
-
0033905095
-
Boostexter: A boosting-based system for text categorization
-
May/June
-
Robert E. Schapire and Yoram Singer. Boostexter: A boosting-based system for text categorization. Machine Learning, 39(2/3):135-168, May/June 2000.
-
(2000)
Machine Learning
, vol.39
, Issue.2-3
, pp. 135-168
-
-
Schapire, R.E.1
Singer, Y.2
-
35
-
-
33749844126
-
-
Spamarchive project
-
SpamArchive.org. Spamarchive project, 2006. http://spamarchive.org/.
-
(2006)
-
-
-
36
-
-
3042844664
-
Giving e-mail back to the users: Using digital signatures to solve the spam problem
-
September
-
T. Tompkins and D. Handley. Giving e-mail back to the users: Using digital signatures to solve the spam problem. First Monday, 8(9), September 2003.
-
(2003)
First Monday
, vol.8
, Issue.9
-
-
Tompkins, T.1
Handley, D.2
-
38
-
-
0033366097
-
Maximizing text-mining performance
-
July/August
-
S.M. Weiss, C. Apte, F.J. Damerau, D.E. Johnson, F.J. Oles, T. Goetz, and T. Hampp. Maximizing text-mining performance. IEEE Intelligent Systems, 14(4):2-8, July/August 1999.
-
(1999)
IEEE Intelligent Systems
, vol.14
, Issue.4
, pp. 2-8
-
-
Weiss, S.M.1
Apte, C.2
Damerau, F.J.3
Johnson, D.E.4
Oles, F.J.5
Goetz, T.6
Hampp, T.7
|