-
3
-
-
3843075559
-
An evaluation of nave Bayesian anti-spam filtering
-
Springer-Verlag Berlin
-
I. Androutsopoulos, J. Koutsias, K.V. Chandrinos, G. Paliouras, and C.D. Spyropoulos An evaluation of nave Bayesian anti-spam filtering Proceedings of the 11th European Conference on Machine Learning: ECML 2009, Workshop on Machine Learning in the New Information Age 2000 Springer-Verlag Berlin 9 17
-
(2000)
Proceedings of the 11th European Conference on Machine Learning: ECML 2009, Workshop on Machine Learning in the New Information Age
, pp. 9-17
-
-
Androutsopoulos, I.1
Koutsias, J.2
Chandrinos, K.V.3
Paliouras, G.4
Spyropoulos, C.D.5
-
8
-
-
33845807843
-
Spam filtering using statistical data compression models
-
A. Bratko, G. Cormack, B. Filipic, T. Lynam, and B. Zupan Spam filtering using statistical data compression models Journal of Machine Learning Research 7 2006 2673 2698 (Pubitemid 46011492)
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 2673-2698
-
-
Bratko, A.1
Filipic, B.2
Cormack, G.V.3
Lynam, T.R.4
Zupan, B.5
-
12
-
-
84989525001
-
Indexing by latent semantic analysis
-
S. Deerwester, S.T. Dumais, G.W. Furnas, T.K. Landauer, and R. Harshman Indexing by latent semantic analysis Journal of the American Society for Information Science 41 1990 391 407
-
(1990)
Journal of the American Society for Information Science
, vol.41
, pp. 391-407
-
-
Deerwester, S.1
Dumais, S.T.2
Furnas, G.W.3
Landauer, T.K.4
Harshman, R.5
-
14
-
-
12244261390
-
In vivo spam filtering: A challenge problem for data mining
-
T. Fawcett In vivo spam filtering: a challenge problem for data mining SIGKDD Explorations 5 2 2003 203 231
-
(2003)
SIGKDD Explorations
, vol.5
, Issue.2
, pp. 203-231
-
-
Fawcett, T.1
-
15
-
-
35348913799
-
Learning to detect phishing emails
-
DOI 10.1145/1242572.1242660, 16th International World Wide Web Conference, WWW2007
-
I. Fette, N. Sadeh, and A. Tomasic Learning to detect phishing emails Proceedings of the 16th International World Wide Web Conference: WWW 2007 2007 ACM New York 649 656 (Pubitemid 47582294)
-
(2007)
16th International World Wide Web Conference, WWW2007
, pp. 649-656
-
-
Fette, I.1
Sadeh, N.2
Tomasic, A.3
-
16
-
-
0000764772
-
The use of multiple measurements in taxonomic problems
-
R.A. Fisher The use of multiple measurements in taxonomic problems Annals of Eugenics 7 1936 179 188
-
(1936)
Annals of Eugenics
, vol.7
, pp. 179-188
-
-
Fisher, R.A.1
-
17
-
-
34548163666
-
Anti-spam methods state of the art
-
Gansterer, W.N.; Ilger, M.; Lechner, P.; Neumayer, R.; Strauss, J.; 2005. Anti-spam methods state of the art. Tech. rep.
-
(2005)
Tech. Rep.
-
-
Gansterer W., .N.1
Ilger, M.2
Lechner, P.3
Neumayer, R.4
Strauss, J.5
-
18
-
-
84892122106
-
Spam filtering based on latent semantic indexing
-
Springer-Verlag London
-
W.N. Gansterer, A.G.K. Janecek, and R. Neumayer Spam filtering based on latent semantic indexing Survey of Text Mining II: Clustering, Classification, and Retrieval 2007 Springer-Verlag London 165 183
-
(2007)
Survey of Text Mining II: Clustering, Classification, and Retrieval
, pp. 165-183
-
-
Gansterer, W.N.1
Janecek, A.G.K.2
Neumayer, R.3
-
22
-
-
84859106212
-
Highly discriminative statistical features for email classification
-
doi:10.1007/s10115-011-0403-7 in press
-
Gomez, J.C.; Moens, M.-F.; 2011. Highly discriminative statistical features for email classification. Knowledge and Information Systems, in press (doi:10.1007/s10115-011-0403-7).
-
(2011)
Knowledge and Information Systems
-
-
Gomez J., .C.1
Moens M., .-F.2
-
24
-
-
67349246464
-
A review of machine learning approaches to spam filtering
-
T.S. Guzella, and W.M. Caminhas A review of machine learning approaches to spam filtering Expert Systems with Applications 36 2009 10206 10222
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 10206-10222
-
-
Guzella, T.S.1
Caminhas, W.M.2
-
26
-
-
33750522220
-
Kernel PCA for novelty detection
-
DOI 10.1016/j.patcog.2006.07.009, PII S0031320306003414
-
H. Hoffmann Kernel PCA for novelty detection Pattern Recognition 40 2007 863 874 (Pubitemid 44667761)
-
(2007)
Pattern Recognition
, vol.40
, Issue.3
, pp. 863-874
-
-
Hoffmann, H.1
-
28
-
-
58149421595
-
Analysis of a complex of statistical variables into principal components
-
H. Hotelling Analysis of a complex of statistical variables into principal components Journal of Educational Psychology 24 7 1933 498 520
-
(1933)
Journal of Educational Psychology
, vol.24
, Issue.7
, pp. 498-520
-
-
Hotelling, H.1
-
29
-
-
33750682274
-
Text classification: Combining grouping, LSA and kNN vs support vector machine
-
Knowledge-Based Intelligent Information and Engineering Systems - 10th International Conference, KES 2006, Proceedings
-
Ishii, N.; Murai, T.; Yamada, T.; Bao, Y.; Suzuki, S.; 2006. Text classification: combining grouping, LSA and kNN vs support vector machine. In: Knowledge-Based Intelligent Information and Engineering Systems, Lecture Notes in Computer Science, vol. 4252, pp. 393400. (Pubitemid 44700277)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4252 LNAI - II
, pp. 393-400
-
-
Ishii, N.1
Murai, T.2
Yamada, T.3
Bao, Y.4
Suzuki, S.5
-
32
-
-
37249004798
-
Words versus character n-grams for anti-spam filtering
-
DOI 10.1142/S0218213007003692, PII S0218213007003692
-
I. Kanaris, K. Kanaris, I. Houvardas, and E. Stamatatos Words vs. character n-grams for anti-spam filtering International Journal on Artificial Intelligence Tools 16 6 2007 1047 1067 (Pubitemid 350281097)
-
(2007)
International Journal on Artificial Intelligence Tools
, vol.16
, Issue.6
, pp. 1047-1067
-
-
Kanaris, I.1
Kanaris, K.2
Houvardas, I.3
Stamatatos, E.4
-
33
-
-
21844475661
-
Dimension reduction in text classification with support vector machines
-
H. Kim, P. Howland, and H. Park Dimension reduction in text classification with support vector machines Journal of Machine Learning Research 6 2005 37 53
-
(2005)
Journal of Machine Learning Research
, vol.6
, pp. 37-53
-
-
Kim, H.1
Howland, P.2
Park, H.3
-
34
-
-
54549092551
-
Object detection using image reconstruction with PCA
-
L. Malagón-Borja, and O. Fuentes Object detection using image reconstruction with PCA Image and Vision Computing 27 12 2009 2 9
-
(2009)
Image and Vision Computing
, vol.27
, Issue.12
, pp. 2-9
-
-
Malagón-Borja, L.1
Fuentes, O.2
-
35
-
-
0002322469
-
On a test of whether one of two random variables is stochastically larger than the other
-
H.B. Mann, and D.R. Whitney On a test of whether one of two random variables is stochastically larger than the other Annals of Mathematical Statistics 18 1 1947 50 60
-
(1947)
Annals of Mathematical Statistics
, vol.18
, Issue.1
, pp. 50-60
-
-
Mann, H.B.1
Whitney, D.R.2
-
36
-
-
0000356673
-
An algorithm for generalized matrix eigenvalue problems
-
C.B. Moler, and G.W. Stewart An algorithm for generalized matrix eigenvalue problems SIAM: Journal of Numerical Analysis 10 2 1973 241 256
-
(1973)
SIAM: Journal of Numerical Analysis
, vol.10
, Issue.2
, pp. 241-256
-
-
Moler, C.B.1
Stewart, G.W.2
-
37
-
-
0031206969
-
A sequential factorization method for recovering shape and motion from image streams
-
T. Morita, and T. Kanade A sequential factorization method for recovering shape and motion from image streams IEEE Transactions on Pattern Analysis and Machine Intelligence 19 8 1997 858 867 (Pubitemid 127762277)
-
(1997)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.19
, Issue.8
, pp. 858-867
-
-
Morita, T.1
Kanade, T.2
-
38
-
-
0000325341
-
On lines and planes of closest fit to systems of points in space
-
K. Pearson On lines and planes of closest fit to systems of points in space Philosophical Magazine 2 6 1901 559 572
-
(1901)
Philosophical Magazine
, vol.2
, Issue.6
, pp. 559-572
-
-
Pearson, K.1
-
40
-
-
33745888995
-
Short-text classification based on ICA and LSA
-
DOI 10.1007/11760023-39, Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks, ISNN 2006, Proceedings - Part II
-
Pu, Q.; Yang, G.-W.; 2006. Short-text classification based on ICA and LSA. In: Advances in Neural Networks, vol. 3972, Lecture Notes in Computer Science. pp. 265270. (Pubitemid 44045910)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.3972
, pp. 265-270
-
-
Pu, Q.1
Yang, G.-W.2
-
41
-
-
1542634595
-
A statistical approach to the spam problem
-
G. Robinson A statistical approach to the spam problem Linux Journal 2003 107 2003 58 64
-
(2003)
Linux Journal
, vol.2003
, Issue.107
, pp. 58-64
-
-
Robinson, G.1
-
43
-
-
76249125911
-
Knowledge extraction with non-negative matrix factorization for text classification
-
Springer-Verlag Berlin
-
C. Silva, and B. Ribeiro Knowledge extraction with non-negative matrix factorization for text classification Proceedings of the 10th International Conference IDEAL 2009 2009 Springer-Verlag Berlin 300 308
-
(2009)
Proceedings of the 10th International Conference IDEAL 2009
, pp. 300-308
-
-
Silva, C.1
Ribeiro, B.2
-
45
-
-
42549164992
-
Multiframe motion segmentation with missing data using PowerFactorization and GPCA
-
DOI 10.1007/s11263-007-0099-z
-
R. Vidal, R. Tron, and R. Hartley Multiframe motion segmentation with missing data using PowerFactorization and GPCA International Journal of Computer Vision 79 1 2008 85 105 (Pubitemid 351578661)
-
(2008)
International Journal of Computer Vision
, vol.79
, Issue.1
, pp. 85-105
-
-
Vidal, R.1
Tron, R.2
Hartley, R.3
-
48
-
-
42749083487
-
A comparative study for content-based dynamic spam classification using four machine learning algorithms
-
B. Yu, and Z.-B. Xu A comparative study for content-based dynamic spam classification using four machine learning algorithms Knowledge-Based Systems 21 4 2008 355
-
(2008)
Knowledge-Based Systems
, vol.21
, Issue.4
, pp. 355
-
-
Yu, B.1
Xu, Z.-B.2
|