-
1
-
-
63449102096
-
-
ASSIS, F. OSBF-Lua - A text classification module for Lua - the importance of the training method. In Fifteenth Text REtrieval Conference (TREC-2006) (Gaithersburg, MD, 2006), NIST.
-
ASSIS, F. OSBF-Lua - A text classification module for Lua - the importance of the training method. In Fifteenth Text REtrieval Conference (TREC-2006) (Gaithersburg, MD, 2006), NIST.
-
-
-
-
2
-
-
33845807843
-
Spam filtering using statistical data compression models
-
Dec
-
BRATKO, A., CORMACK, G. V., FILIPIČ, B., LYNAM, T. R., AND ZUPAN, B. Spam filtering using statistical data compression models. Journal of Machine Learning Research 7, Dec (2006), 2673-2698.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 2673-2698
-
-
BRATKO, A.1
CORMACK, G.V.2
FILIPIČ, B.3
LYNAM, T.R.4
ZUPAN, B.5
-
3
-
-
27644582490
-
Exploiting structural information for semi-structured document categorization
-
BRATKO, A., AND FILIPIČ, B. Exploiting structural information for semi-structured document categorization. Information Processing & Management 42, 3 (2006), 679-694.
-
(2006)
Information Processing & Management
, vol.42
, Issue.3
, pp. 679-694
-
-
BRATKO, A.1
FILIPIČ, B.2
-
7
-
-
84904814570
-
Batch and online spam filter comparison
-
Mountain View, CA, July
-
CORMACK, G. V., AND BRATKO, A. Batch and online spam filter comparison. In Conference on Email and Anti-Spam, CEAS 2006 (Mountain View, CA, July 2006).
-
(2006)
Conference on Email and Anti-Spam, CEAS 2006
-
-
CORMACK, G.V.1
BRATKO, A.2
-
8
-
-
47649122988
-
Overview of the TREC 2005 Spam Evaluation Track
-
Gaithersburg, MD, NIST
-
CORMACK, G. V., AND LYNAM, T. R. Overview of the TREC 2005 Spam Evaluation Track. In Fourteenth Text REtrieval Conference (TREC-2005) (Gaithersburg, MD, 2005), NIST.
-
(2005)
Fourteenth Text REtrieval Conference (TREC-2005)
-
-
CORMACK, G.V.1
LYNAM, T.R.2
-
10
-
-
63449101786
-
-
On-line supervised spam filter evaluation, 2006
-
CORMACK, G. V., AND LYNAM, T. R. On-line supervised spam filter evaluation. http://plg.uwaterloo.ca/~gvcormac/spamcormack, 2006.
-
-
-
CORMACK, G.V.1
LYNAM, T.R.2
-
11
-
-
34247323960
-
Content based SMS spam filtering
-
New York, NY, USA, ACM Press, pp
-
GÓMEZ HIDALGO, J., CAJIGAS BRINGAS, G., PUERTAS SANZ, E., AND CARRERO GARCIA, F. Content based SMS spam filtering. In DocEng '06: Proceedings of the 2006 ACM Symposium on Document Engineering (New York, NY, USA, 2006), ACM Press, pp. 107-114.
-
(2006)
DocEng '06: Proceedings of the 2006 ACM Symposium on Document Engineering
, pp. 107-114
-
-
GÓMEZ HIDALGO, J.1
CAJIGAS BRINGAS, G.2
PUERTAS SANZ, E.3
CARRERO GARCIA, F.4
-
12
-
-
33846700978
-
Spam and the ongoing battle for the inbox
-
GOODMAN, J., CORMACK, G. V., AND HECKERMAN, D. Spam and the ongoing battle for the inbox. Commun. ACM 50, 2 (2007), 24-33.
-
(2007)
Commun. ACM
, vol.50
, Issue.2
, pp. 24-33
-
-
GOODMAN, J.1
CORMACK, G.V.2
HECKERMAN, D.3
-
13
-
-
17044409088
-
Stopping spam
-
April
-
GOODMAN, J., HECKERMAN, D., AND ROUNTHWAITE, R. Stopping spam. Scientific American 292, 4 (April 2005), 42-88.
-
(2005)
Scientific American
, vol.292
, Issue.4
, pp. 42-88
-
-
GOODMAN, J.1
HECKERMAN, D.2
ROUNTHWAITE, R.3
-
14
-
-
63449105523
-
-
GOODMAN, J., AND TAU YIH, W. Online discriminative spam filter training. In The Third Conference on Email and Anti-Spam (Mountain View, CA, 2006).
-
GOODMAN, J., AND TAU YIH, W. Online discriminative spam filter training. In The Third Conference on Email and Anti-Spam (Mountain View, CA, 2006).
-
-
-
-
15
-
-
63449122776
-
An assessment of case-based reasoning for short text message classification
-
N. Creaney, Ed, pp
-
HEALY, M., DELANY, S., AND ZAMOLOTSKIKH, A. An assessment of case-based reasoning for short text message classification. In Procs. of 16th Irish Conference on Artificial Intelligence and Cognitive Science, (AICS-05) (2005), N. Creaney, Ed., pp. 257-266.
-
(2005)
Procs. of 16th Irish Conference on Artificial Intelligence and Cognitive Science, (AICS-05)
, pp. 257-266
-
-
HEALY, M.1
DELANY, S.2
ZAMOLOTSKIKH, A.3
-
16
-
-
77958516789
-
-
HOLDEN, S. Spam filters. http://freshmeat.net/articles/view/964/, 2004.
-
(2004)
Spam filters
-
-
HOLDEN, S.1
-
17
-
-
63449120168
-
-
JOACHIMS, T. Making large-scale support vector machine learning practical. In Advances in Kernel Methods: Support Vector Machines,B.Schölkopf, C. Burges, and A. Smola, Eds. MIT Press, 1998.
-
JOACHIMS, T. Making large-scale support vector machine learning practical. In Advances in Kernel Methods: Support Vector Machines,B.Schölkopf, C. Burges, and A. Smola, Eds. MIT Press, 1998.
-
-
-
-
18
-
-
33745387399
-
Fast robust logistic regression for large sparse datasets with binary outputs
-
KOMAREK, P., AND MOORE, A. Fast robust logistic regression for large sparse datasets with binary outputs. In Artificial Intelligence and Statistics (2003).
-
(2003)
Artificial Intelligence and Statistics
-
-
KOMAREK, P.1
MOORE, A.2
-
21
-
-
63449128470
-
-
RAYMOND, E. S., RELSON, D., ANDREE, M., AND LOUIS, G. Bogofilter. http://bogofilter.sourceforge.net/, 2004.
-
RAYMOND, E. S., RELSON, D., ANDREE, M., AND LOUIS, G. Bogofilter. http://bogofilter.sourceforge.net/, 2004.
-
-
-
-
22
-
-
1542634595
-
A statistical approach to the spam problem
-
March
-
ROBINSON, G. A statistical approach to the spam problem. Linux Journal 107 (March 2003), 3.
-
(2003)
Linux Journal
, vol.107
, pp. 3
-
-
ROBINSON, G.1
-
23
-
-
65749098156
-
Compression and machine learning: A new perspective on feature space vectors
-
Snowbird
-
SCULLEY, D., AND BRODLEY, C. E. Compression and machine learning: A new perspective on feature space vectors. In Data Compression Conference (DCC 06) (Snowbird, 2006), pp. 332-341.
-
(2006)
Data Compression Conference (DCC 06)
, pp. 332-341
-
-
SCULLEY, D.1
BRODLEY, C.E.2
-
25
-
-
0002442796
-
Machine learning in automated text categorization
-
SEBASTIANI, F. Machine learning in automated text categorization. ACM Computing Surveys 34, 1 (2002), 1-47.
-
(2002)
ACM Computing Surveys
, vol.34
, Issue.1
, pp. 1-47
-
-
SEBASTIANI, F.1
-
26
-
-
35048865513
-
Combining winnow and orthogonal sparse bigrams for incremental spam filtering
-
PKDD , J.-F. Boulicaut, F. Esposito, F. Giannotti, and D. Pedreschi, Eds, of, Springer, pp
-
SIEFKES, C., Assis, F., CHHABRA, S., AND YERAZUNIS, W. S. Combining winnow and orthogonal sparse bigrams for incremental spam filtering. In PKDD (2004), J.-F. Boulicaut, F. Esposito, F. Giannotti, and D. Pedreschi, Eds., vol. 3202 of Lecture Notes in Computer Science, Springer, pp. 410-421.
-
(2004)
Lecture Notes in Computer Science
, vol.3202
, pp. 410-421
-
-
SIEFKES, C.1
Assis, F.2
CHHABRA, S.3
YERAZUNIS, W.S.4
-
27
-
-
63449107727
-
-
ZELIKOVITZ, S., AND HIRSH, H. Improving short text classification using unlabeled background knowledge. In Proceedings of ICML-00, 17th International Conference on Machine Learning (Stanford, US, 2000), P. Langley, Ed., Morgan Kaufmann Publishers, San Francisco, US, pp. 1183-1190.
-
ZELIKOVITZ, S., AND HIRSH, H. Improving short text classification using unlabeled background knowledge. In Proceedings of ICML-00, 17th International Conference on Machine Learning (Stanford, US, 2000), P. Langley, Ed., Morgan Kaufmann Publishers, San Francisco, US, pp. 1183-1190.
-
-
-
|