-
2
-
-
22044453925
-
Probabilistic combination of text classifiers using reliability indicators
-
Bennett, P. N., S. T. Dumais, and E. Horvitz. 2005. Probabilistic combination of text classifiers using reliability indicators. Information Retrieval 8:67-100.
-
(2005)
Information Retrieval
, vol.8
, pp. 67-100
-
-
Bennett, P.N.1
Dumais, S.T.2
Horvitz, E.3
-
4
-
-
0026966646
-
A training algorithm for optimal margin classifiers
-
Pittsburgh, ACM
-
Boser, B. E., I. M. Guyon, and V. Vapnik, 1992. A training algorithm for optimal margin classifiers, In: Proceedings of the Fifth Annual Workshop on Computational Learning Theory, pp. 144-152, Pittsburgh, ACM.
-
(1992)
Proceedings of the Fifth Annual Workshop on Computational Learning Theory
, pp. 144-152
-
-
Boser, B.E.1
Guyon, I.M.2
Vapnik, V.3
-
6
-
-
34249753618
-
Support vector networks
-
Cortes, C. and V. Vapnik. 1995. Support vector networks, Machine Learning 20:273-297.
-
(1995)
Machine Learning
, vol.20
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
7
-
-
0033902309
-
A neural network classifier based on Dempster-Shafer theory
-
Denoeux, T. 2000. A neural network classifier based on Dempster-Shafer theory. IEEE Transactions on Systems, Man and Cybernetics A 30(2):131-150.
-
(2000)
IEEE Transactions on Systems, Man and Cybernetics A
, vol.30
, Issue.2
, pp. 131-150
-
-
Denoeux, T.1
-
8
-
-
85105809948
-
Inductive learning algorithms and representations for text categorization
-
Bethesda, Maryland
-
Dumais, S., J. Platt, D. Heckerman, and M. Sahami. 1998. Inductive learning algorithms and representations for text categorization. In: Proceedings of the Seventh International Conference on Information and Knowledge Management (CIKM'98) pp. 148-155, Bethesda, Maryland.
-
(1998)
Proceedings of the Seventh International Conference on Information and Knowledge Management (CIKM'98)
, pp. 148-155
-
-
Dumais, S.1
Platt, J.2
Heckerman, D.3
Sahami, M.4
-
10
-
-
0242712881
-
Proceedings of the Cooperative Information Systems (CoopIS) International Conference
-
kNN model-based approach in classification, Springer, Sicily, Italy
-
Guo, G., H. Wang, D. Bell, Y. Bi, and K. Greer. 2003. kNN model-based approach in classification. In: Proceedings of the Cooperative Information Systems (CoopIS) International Conference, pages 986-996, Lecture Notes in Computer Science. Springer, Sicily, Italy.
-
(2003)
Lecture Notes in Computer Science
, pp. 986-996
-
-
Guo, G.1
Wang, H.2
Bell, D.3
Bi, Y.4
Greer, K.5
-
11
-
-
0011187879
-
Multiple classifier combination: Lessons and next steps
-
eds. T. K. Ho, A. Kandel, and H. Bunke, World Scientific
-
Ho, T. K. 2002. Multiple classifier combination: Lessons and next steps. In: Hybrid Methods in Pattern Recognition, eds. T. K. Ho, A. Kandel, and H. Bunke, 171-198. World Scientific.
-
(2002)
Hybrid Methods in Pattern Recognition
, pp. 171-198
-
-
Ho, T.K.1
-
12
-
-
0036505670
-
A comparison of methods for multi-class support vector machines
-
Hsu, C. W. and C. J. Lin. 2002. A comparison of methods for multi-class support vector machines. IEEE Transactions on Neural Networks 13:415-425.
-
(2002)
IEEE Transactions on Neural Networks
, vol.13
, pp. 415-425
-
-
Hsu, C.W.1
Lin, C.J.2
-
13
-
-
0000414149
-
Text categorization of low quality images
-
Las Vegas, NV. ISRI, University of Nevada, Las Vegas
-
Ittner, D., J. Lewis, and D. D. Ahn. 1995. Text categorization of low quality images. Symposium on Document Analysis and Information Retrieval 301-315. Las Vegas, NV. ISRI, University of Nevada, Las Vegas.
-
(1995)
Symposium on Document Analysis and Information Retrieval
, pp. 301-315
-
-
Ittner, D.1
Lewis, J.2
Ahn, D.D.3
-
14
-
-
0002409860
-
A probabilistic analysis of the Rocchio algorithm with TFIDF for text categorization
-
Morgan Kaufmann, Nashville, TN
-
Joachims, T. 1997. A probabilistic analysis of the Rocchio algorithm with TFIDF for text categorization. In: Proceedings of the Fourteen International Conference on Machine Learning (ICML'97). pp. 143-151, Morgan Kaufmann, Nashville, TN.
-
(1997)
Proceedings of the Fourteen International Conference on Machine Learning (ICML'97)
, pp. 143-151
-
-
Joachims, T.1
-
15
-
-
84957069814
-
Text categorization with support vector machines: Learning with many relevant features
-
Proceedings of the European Conference on Machine Learning, pp, Springer, Chemnitz, Germany
-
Joachims, T. 1998. Text categorization with support vector machines: Learning with many relevant features. In: Proceedings of the European Conference on Machine Learning, pp. 137-142, Lecture Notes in Computer Science, Springer, Chemnitz, Germany.
-
(1998)
Lecture Notes in Computer Science
, pp. 137-142
-
-
Joachims, T.1
-
16
-
-
0032021555
-
On combining classifiers
-
Kittler, J., M. Hatef, R. P. W. Duin, and J. Matas. (1998). On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence 20(3):226-239.
-
(1998)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.20
, Issue.3
, pp. 226-239
-
-
Kittler, J.1
Hatef, M.2
Duin, R.P.W.3
Matas, J.4
-
18
-
-
0348151971
-
Combining classifiers: Soft computing solutions
-
eds. S. K. Pal and A. Pal, World Scientific
-
Kuncheva, L. (2001). Combining classifiers: Soft computing solutions. In: Pattern Recognition: From Classical to Modern Approaches, eds. S. K. Pal and A. Pal, 427-451. World Scientific.
-
(2001)
Pattern Recognition: From Classical to Modern Approaches
, pp. 427-451
-
-
Kuncheva, L.1
-
20
-
-
0032274556
-
Classification of text documents
-
Li, Y. H. and A. K. Jain. (1998). Classification of text documents. The Computer Journal 41(8):537-546.
-
(1998)
The Computer Journal
, vol.41
, Issue.8
, pp. 537-546
-
-
Li, Y.H.1
Jain, A.K.2
-
23
-
-
0002442796
-
Machine learning in automated text categorization
-
Sebastiani, F. 2002. Machine learning in automated text categorization. ACM Computing Surveys 34(1): 1-47.
-
(2002)
ACM Computing Surveys
, vol.34
, Issue.1
, pp. 1-47
-
-
Sebastiani, F.1
-
27
-
-
0026860706
-
Several methods for combining multiple classifiers and their applications in handwritten character recognition
-
Xu, L., A. Krzyzak, and C. Y. Suen, 1992. Several methods for combining multiple classifiers and their applications in handwritten character recognition. IEEE Trans. on System, Man and Cybernetics 22(3):418-435.
-
(1992)
IEEE Trans. on System, Man and Cybernetics
, vol.22
, Issue.3
, pp. 418-435
-
-
Xu, L.1
Krzyzak, A.2
Suen, C.Y.3
-
28
-
-
27144441097
-
An evaluation of statistical approaches to text categorization
-
Yang, Y. 1999. An evaluation of statistical approaches to text categorization. Journal of Information Retrieval 1(1/2):67-88.
-
(1999)
Journal of Information Retrieval
, vol.1
, Issue.1-2
, pp. 67-88
-
-
Yang, Y.1
-
30
-
-
0003012849
-
Combining multiple learning strategies for effective cross validation
-
Stanford University, CA
-
Yang, Y., T. Ault, and T. Pierce. 2000. Combining multiple learning strategies for effective cross validation. In Proceedings of the Seventeenth International Conference on Machine Learning (ICML'00), pages 1167-1182. Stanford University, CA.
-
(2000)
Proceedings of the Seventeenth International Conference on Machine Learning (ICML'00)
, pp. 1167-1182
-
-
Yang, Y.1
Ault, T.2
Pierce, T.3
|