-
1
-
-
0009878181
-
Text categorisation: A survey
-
Technical report, Norwegian Computer Center, June
-
K. Aas and L. Eikvil. Text categorisation: A survey. Technical report, Norwegian Computer Center, June 1999.
-
(1999)
-
-
Aas, K.1
Eikvil, L.2
-
2
-
-
0028461417
-
Automated learning of decision rules for text categorization
-
C. Apté, F. J. Damerau, and S. M. Weiss. Automated learning of decision rules for text categorization. ACM Transactions on Information Systems, 12(3):233-251, 1994.
-
(1994)
ACM Transactions on Information Systems
, vol.12
, Issue.3
, pp. 233-251
-
-
Apté, C.1
Damerau, F.J.2
Weiss, S.M.3
-
3
-
-
0003100623
-
Language-sensitive text classification
-
Paris, FR
-
R. Basili, A. Moschitti, and M. T. Pazienza. Language-sensitive text classification. In Proceeding of RIAO-00, 6th International Conference "Recherche d'Information Assistee par Ordinateur", pages 331-343, Paris, FR, 2000.
-
(2000)
Proceeding of RIAO-00, 6th International Conference "Recherche d'Information Assistee par Ordinateur"
, pp. 331-343
-
-
Basili, R.1
Moschitti, A.2
Pazienza, M.T.3
-
5
-
-
1542377542
-
Text categorization by boosting automatically extracted concepts
-
Toronto, CA
-
L. Cai and T. Hofmann. Text categorization by boosting automatically extracted concepts. In Proceedings of SIGIR-03, 26th ACM International Conference on Research and Development in Information Retrieval, pages 182 189, Toronto, CA, 2003.
-
(2003)
Proceedings of SIGIR-03, 26th ACM International Conference on Research and Development in Information Retrieval
, pp. 182-189
-
-
Cai, L.1
Hofmann, T.2
-
7
-
-
0036993293
-
A new family of online algorithms for category ranking
-
Tampere, FI
-
K. Crammer and Y. Singer. A new family of online algorithms for category ranking. In Proceedings of SIGIR-02, 25th ACM International Conference on Research and Development in Information Retrieval, pages 151-158, Tampere, FI, 2002.
-
(2002)
Proceedings of SIGIR-02, 25th ACM International Conference on Research and Development in Information Retrieval
, pp. 151-158
-
-
Crammer, K.1
Singer, Y.2
-
8
-
-
0142228873
-
A family of additive online algorithms for category ranking
-
K. Crammer and Y. Singer. A family of additive online algorithms for category ranking. Journal of Machine Learning Research, 3:1025-1058, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 1025-1058
-
-
Crammer, K.1
Singer, Y.2
-
9
-
-
2942731012
-
An extensive empirical study of feature selection metrics for text classification
-
G. Forman. An extensive empirical study of feature selection metrics for text classification. Journal of Machine Learning Research, 3:1289-1305, 2003.
-
(2003)
Journal of Machine Learning Research
, vol.3
, pp. 1289-1305
-
-
Forman, G.1
-
10
-
-
0016572913
-
A vector space model for automatic indexing
-
A. W. G. Salton and C. Yang. A vector space model for automatic indexing. Communications of the ACM, 11(18):613-620, 1975.
-
(1975)
Communications of the ACM
, vol.11
, Issue.18
, pp. 613-620
-
-
Salton, A.W.G.1
Yang, C.2
-
11
-
-
45549117987
-
Term-weighting approaches in automatic text retrieval
-
A. W. G. Salton and C. Yang. Term-weighting approaches in automatic text retrieval. Information Processing and Management, 5(24):513-523, 1988.
-
(1988)
Information Processing and Management
, vol.5
, Issue.24
, pp. 513-523
-
-
Salton, A.W.G.1
Yang, C.2
-
13
-
-
84957069814
-
Text categorization with support vector machines: Learning with many relevant, features
-
Chemnitz, DE
-
T. Joachims. Text categorization with support vector machines: learning with many relevant, features. In Proceedings of ECML-98, 10th European Conference on Machine Learning, pages 137-142, Chemnitz, DE, 1998.
-
(1998)
Proceedings of ECML-98, 10th European Conference on Machine Learning
, pp. 137-142
-
-
Joachims, T.1
-
15
-
-
84944892106
-
Text categorization: An experiment using phrases
-
M. Kongovi, J. C. Guzman, and V. Dasigi. Text categorization: An experiment using phrases. In Proceedings of ECIR-02, 24th European Colloquium on Information Retrieval Research, pages 213-228, 2002.
-
(2002)
Proceedings of ECIR-02, 24th European Colloquium on Information Retrieval Research
, pp. 213-228
-
-
Kongovi, M.1
Guzman, J.C.2
Dasigi, V.3
-
16
-
-
84976725310
-
A sequential algorithm for training text classifiers: Corrigendum and additional, data
-
D. D. Lewis. A sequential algorithm for training text classifiers: corrigendum and additional, data. SIGIR Forum, 29(2):13-19, 1995.
-
(1995)
SIGIR Forum
, vol.29
, Issue.2
, pp. 13-19
-
-
Lewis, D.D.1
-
17
-
-
85013879626
-
-
D. D. Lewis and W. A. Gale. A sequential algorithm for training text classifiers. In Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval, pages 3-12, Dublin, IE, 1994. See also [16].
-
D. D. Lewis and W. A. Gale. A sequential algorithm for training text classifiers. In Proceedings of SIGIR-94, 17th ACM International Conference on Research and Development in Information Retrieval, pages 3-12, Dublin, IE, 1994. See also [16].
-
-
-
-
18
-
-
34247403517
-
-
L. Màrquez and J. Giménez. A general pos tagger generator based on support vector machines. Journal of Machine Learning Research, 2004. Software available at www.lsi.upc.edu/nlp/SVMTool.
-
L. Màrquez and J. Giménez. A general pos tagger generator based on support vector machines. Journal of Machine Learning Research, 2004. Software available at www.lsi.upc.edu/nlp/SVMTool.
-
-
-
-
19
-
-
0003571225
-
-
PhD thesis, J. Stefan Institute, University of Ljubljana, Ljubljana, SL
-
D. Mladenić. Machine Learning on non-homogeneous, distributed text data. PhD thesis, J. Stefan Institute, University of Ljubljana, Ljubljana, SL, 1998.
-
(1998)
Machine Learning on non-homogeneous, distributed text data
-
-
Mladenić, D.1
-
21
-
-
0030651099
-
Feature selection, perceptron learning, arid a usability case study for text categorization
-
Philadelphia, US
-
H. T. Ng, W. B. Goh, and K. L. Low. Feature selection, perceptron learning, arid a usability case study for text categorization. In Proceedings of SIGIR-97, 20th ACM International Conference on Research and Development in Information Retrieval, pages 67-73, Philadelphia, US, 1997.
-
(1997)
Proceedings of SIGIR-97, 20th ACM International Conference on Research and Development in Information Retrieval
, pp. 67-73
-
-
Ng, H.T.1
Goh, W.B.2
Low, K.L.3
-
22
-
-
0242659655
-
Hierarchical text classification using neural networks
-
M. Ruiz arid P. Srinivasan. Hierarchical text classification using neural networks. Information Retrieval, 5(1):87-118, 2002.
-
(2002)
Information Retrieval
, vol.5
, Issue.1
, pp. 87-118
-
-
Ruiz arid, M.1
Srinivasan, P.2
-
23
-
-
0002621269
-
A tutorial on automated text categorisation
-
Buenos Aires, AR, An extended version appears as [24
-
F. Sebastiani. A tutorial on automated text categorisation. In Proceedings of ASAI-99, 1st Argentinian Symposium on Artificial Intelligence, pages 7-35, Buenos Aires, AR, 1999. An extended version appears as [24].
-
(1999)
Proceedings of ASAI-99, 1st Argentinian Symposium on Artificial Intelligence
, pp. 7-35
-
-
Sebastiani, F.1
-
24
-
-
0002442796
-
Machine learning in automated text categorization
-
F. Sebastiani. Machine learning in automated text categorization. ACM Computing Surveys, 34(1): 1-47, 2002.
-
(2002)
ACM Computing Surveys
, vol.34
, Issue.1
, pp. 1-47
-
-
Sebastiani, F.1
-
25
-
-
0030402534
-
Pivoted document length normalization
-
Zürich, CH
-
A. Singhal, C. Buckley, and M. Mitra. Pivoted document length normalization. In proceedings of SIGIR-96, 19th ACM International Conference on Research and Development in Information Retrieval, pages 21-29, Zürich, CH, 1996.
-
(1996)
proceedings of SIGIR-96, 19th ACM International Conference on Research and Development in Information Retrieval
, pp. 21-29
-
-
Singhal, A.1
Buckley, C.2
Mitra, M.3
-
27
-
-
27144441097
-
An evaluation of statistical approaches to text categorization
-
Y. Yang. An evaluation of statistical approaches to text categorization. Information Retrieval, 1(1/2):69-90, 1999.
-
(1999)
Information Retrieval
, vol.1
, Issue.1-2
, pp. 69-90
-
-
Yang, Y.1
-
28
-
-
0003141935
-
A comparative study on feature selection in text categorization
-
Nashville, US
-
Y. Yang and J. O. Pedersen. A comparative study on feature selection in text categorization. In Proceedings of ICML-97, 14th International Conference on Machine Learning, pages 412-420, Nashville, US, 1997.
-
(1997)
Proceedings of ICML-97, 14th International Conference on Machine Learning
, pp. 412-420
-
-
Yang, Y.1
Pedersen, J.O.2
-
29
-
-
16644402628
-
Feature selection for text categorization on imbalanced data
-
Z. Zheng, X. Wu, and R. Srihari. Feature selection for text categorization on imbalanced data. SIGKDD Explorations, 6(1):80-89, 2004.
-
(2004)
SIGKDD Explorations
, vol.6
, Issue.1
, pp. 80-89
-
-
Zheng, Z.1
Wu, X.2
Srihari, R.3
-
30
-
-
3543055806
-
Accuracy improvement of automatic text classification based on feature transformation
-
Grenoble, FR
-
G. Zu, W. Ohyama, T. Wakabayashi, and F. Kimura. Accuracy improvement of automatic text classification based on feature transformation. In Proceedings of DOCENG-03, ACM Symposium on Document engineering, pages 118-120, Grenoble, FR, 2003.
-
(2003)
Proceedings of DOCENG-03, ACM Symposium on Document engineering
, pp. 118-120
-
-
Zu, G.1
Ohyama, W.2
Wakabayashi, T.3
Kimura, F.4
|