-
1
-
-
0000776545
-
Scalable feature selection, classification and signature generation for organizing large text databases into hierarchical topic taxonomies
-
Chakrabarti, S., Dom, B.E., Agrawal, R., &, Raghavan, P., (1998). Scalable feature selection, classification and signature generation for organizing large text databases into hierarchical topic taxonomies. Journal of Very Large Data Bases, 7 (3), 163 - 178.
-
(1998)
Journal of Very Large Data Bases
, vol.7
, Issue.3
, pp. 163-178
-
-
Chakrabarti, S.1
Dom, B.E.2
Agrawal, R.3
Raghavan, P.4
-
2
-
-
27144549260
-
Editorial: Special issue on learning from imbalanced data sets
-
Chawla, N.V., Japkowicz, N., &, Kolcz, A., (2004). Editorial: Special issue on learning from imbalanced data sets. ACM SIGKDD Explorations, 6 (1), 1 - 6.
-
(2004)
ACM SIGKDD Explorations
, vol.6
, Issue.1
, pp. 1-6
-
-
Chawla, N.V.1
Japkowicz, N.2
Kolcz, A.3
-
3
-
-
78149435086
-
Hierarchical classification of documents with error control. in Proceedings of the Fifth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'01)
-
Cheng, C.-H., Tang, J., Wai-Chee, A., &, King, I., (2001). Hierarchical classification of documents with error control. In Proceedings of the Fifth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'01). Lecture Notes in Artificial Intelligence, 2035, 433 - 443.
-
(2001)
Lecture Notes in Artificial Intelligence
, vol.2035
, pp. 433-443
-
-
Cheng, C.-H.1
Tang, J.2
Wai-Chee, A.3
King, I.4
-
4
-
-
0036343391
-
Hierarchical fuzzy-KNN networks for news documents categorization
-
Washington, DC: IEEE
-
Chiang, J.-H., &, Chen, Y.-C., (2001). Hierarchical fuzzy-KNN networks for news documents categorization. In Proceedings of the 10th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'01), (Vol. 2, pp. 720 - 723). Washington, DC: IEEE.
-
(2001)
Proceedings of the 10th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'01)
, vol.2
, pp. 720-723
-
-
Chiang, J.-H.1
Chen, Y.-C.2
-
6
-
-
33750291885
-
MP-Boost: A multiple-pivot boosting algorithm and its application to text categorization. in Proceedings of the 13th International Symposium on String Processing and Information Retrieval (SPIRE'06)
-
Esuli, A., Fagni, T., &, Sebastiani, F., (2006). MP-Boost: A multiple-pivot boosting algorithm and its application to text categorization. In Proceedings of the 13th International Symposium on String Processing and Information Retrieval (SPIRE'06). Lecture Notes in Computer Science, 4209, 1 - 12.
-
(2006)
Lecture Notes in Computer Science, 4209
, pp. 1-12
-
-
Esuli, A.1
Fagni, T.2
Sebastiani, F.3
-
7
-
-
43949121902
-
Boosting multi-label hierarchical text categorization
-
Esuli, A., Fagni, T., &, Sebastiani, F., (2008). Boosting multi-label hierarchical text categorization. Information Retrieval, 11 (4), 287 - 313.
-
(2008)
Information Retrieval
, vol.11
, Issue.4
, pp. 287-313
-
-
Esuli, A.1
Fagni, T.2
Sebastiani, F.3
-
8
-
-
11144323868
-
Automated categorization in the international patent classification
-
Fall, C.J., Törcsvári, A., Benzineb, K., &, Karetka, G., (2003). Automated categorization in the international patent classification. SIGIR Forum, 37 (1), 10 - 25.
-
(2003)
SIGIR Forum
, vol.37
, Issue.1
, pp. 10-25
-
-
Fall, C.J.1
Törcsvári, A.2
Benzineb, K.3
Karetka, G.4
-
9
-
-
58449130815
-
Training a hierarchical classifier using inter-document relationships
-
Gauch, S., Ranganathan, S., &, Chandramouli, A., (2009). Training a hierarchical classifier using inter-document relationships. Journal of the American Society for Information Science and Technology, 60 (1), 47 - 58.
-
(2009)
Journal of the American Society for Information Science and Technology
, vol.60
, Issue.1
, pp. 47-58
-
-
Gauch, S.1
Ranganathan, S.2
Chandramouli, A.3
-
10
-
-
85030313899
-
OHSUMED: An interactive retrieval evaluation and new large text collection for research
-
New York: ACM Press
-
Hersh, W., Buckley, C., Leone, T., &, Hickman, D., (1994). OHSUMED: An interactive retrieval evaluation and new large text collection for research. In Proceedings of the 17th ACM International Conference on Research and Development in Information Retrieval (SIGIR'94) (pp. 192 - 201). New York: ACM Press.
-
(1994)
Proceedings of the 17th ACM International Conference on Research and Development in Information Retrieval (SIGIR'94)
, pp. 192-201
-
-
Hersh, W.1
Buckley, C.2
Leone, T.3
Hickman, D.4
-
11
-
-
0002714543
-
Making large-scale SVM learning practical
-
B. Schölkopf, C.J. Burges, & A.J. Smola (Eds.),. Cambridge, MA: The MIT Press
-
Joachims, T., (1999). Making large-scale SVM learning practical. In, B. Schölkopf, C.J. Burges, &, A.J. Smola, (Eds.), Advances in Kernel Methods-Support Vector Learning (pp. 169 - 184). Cambridge, MA: The MIT Press.
-
(1999)
Advances in Kernel Methods-Support Vector Learning
, pp. 169-184
-
-
Joachims, T.1
-
13
-
-
33746058639
-
Learning and evaluation in the presence of class hierarchies: Application to text categorization. in Proceedings of the 19th Canadian Conference on Artificial Intelligence (AI'06)
-
Kiritchenko, S., Matwin, S., Nock, R., &, Famili, A.F., (2006). Learning and evaluation in the presence of class hierarchies: Application to text categorization. In Proceedings of the 19th Canadian Conference on Artificial Intelligence (AI'06). Lecture Notes in Artificial Intelligence, 4013, 395 - 406.
-
(2006)
Lecture Notes in Artificial Intelligence
, vol.4013
, pp. 395-406
-
-
Kiritchenko, S.1
Matwin, S.2
Nock, R.3
Famili, A.F.4
-
14
-
-
0002346866
-
Hierarchically classifying documents using very few words
-
San Francisco, Morgan Kauffman
-
Koller, D., &, Sahami, M., (1997). Hierarchically classifying documents using very few words. Paper presented at Proceedings of the 14th International Conference on Machine Learning (ICML'97) (pp. 170 - 178). San Francisco, Morgan Kauffman.
-
(1997)
Paper Presented at Proceedings of the 14th International Conference on Machine Learning (ICML'97)
, pp. 170-178
-
-
Koller, D.1
Sahami, M.2
-
15
-
-
0004109771
-
-
Ph.D. thesis, Department of Computer Science, University of Massachusetts, Amherst, MA
-
Lewis, D.D., (1992). Representation and learning in information retrieval. Ph.D. thesis, Department of Computer Science, University of Massachusetts, Amherst, MA.
-
(1992)
Representation and Learning in Information Retrieval
-
-
Lewis, D.D.1
-
16
-
-
84876811202
-
RCV1: A new benchmark collection for text categorization research
-
Lewis, D.D., Yang, Y., Rose, T.G., &, Li, F., (2004). RCV1: A new benchmark collection for text categorization research. Journal of Machine Learning Research, 5, 361 - 397.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 361-397
-
-
Lewis, D.D.1
Yang, Y.2
Rose, T.G.3
Li, F.4
-
18
-
-
33745776526
-
Support vector machines classification with a very large-scale taxonomy
-
Liu, T., Yang, Y., Wan, H., Zeng, H., Chen, Z., &, Ma, W., (2005). Support vector machines classification with a very large-scale taxonomy. SIGKDD Explorations, 7 (1), 36 - 43.
-
(2005)
SIGKDD Explorations
, vol.7
, Issue.1
, pp. 36-43
-
-
Liu, T.1
Yang, Y.2
Wan, H.3
Zeng, H.4
Chen, Z.5
Ma, W.6
-
19
-
-
0001673996
-
A comparison of event models for naive Bayes text classification
-
Menlo Park, CA: AAAI
-
McCallum, A.K., &, Nigam, K., (1998). A comparison of event models for naive Bayes text classification. In Proceedings of the AAAI Workshop on Learning for Text Categorization (pp. 41 - 48). Menlo Park, CA: AAAI.
-
(1998)
Proceedings of the AAAI Workshop on Learning for Text Categorization
, pp. 41-48
-
-
McCallum, A.K.1
Nigam, K.2
-
20
-
-
0030651099
-
Feature selection, perceptron learning, and a usability case study for text categorization
-
New York: ACM Press
-
Ng, H.T., Goh, W.B., &, Low, K.L., (1997). Feature selection, perceptron learning, and a usability case study for text categorization. In Proceedings of the 20th ACM International Conference on Research and Development in Information Retrieval (SIGIR'97) (pp. 67 - 73). New York: ACM Press.
-
(1997)
Proceedings of the 20th ACM International Conference on Research and Development in Information Retrieval (SIGIR'97)
, pp. 67-73
-
-
Ng, H.T.1
Goh, W.B.2
Low, K.L.3
-
21
-
-
84880733494
-
-
Paris: ELDA
-
Rose, T., Stevenson, M., &, Whitehead, M., (2002). The reuters corpus volume 1-From yesterday's news to tomorrow's language resources. Paper presented at Proceedings of the Third International Conference on Language Resources and Evaluation (LREC'02) (pp. 827 - 832). Paris: ELDA.
-
(2002)
The Reuters Corpus Volume 1-From Yesterday's News to Tomorrow's Language Resources. Paper Presented at Proceedings of the Third International Conference on Language Resources and Evaluation (LREC'02)
, pp. 827-832
-
-
Rose, T.1
Stevenson, M.2
Whitehead, M.3
-
22
-
-
0242659655
-
Hierarchical text categorization using neural networks
-
Ruiz, M., &, Srinivasan, P., (2002). Hierarchical text categorization using neural networks. Information Retrieval, 5 (1), 87 - 118.
-
(2002)
Information Retrieval
, vol.5
, Issue.1
, pp. 87-118
-
-
Ruiz, M.1
Srinivasan, P.2
-
23
-
-
45549117987
-
Term-weighting approaches in automatic text retrieval
-
Salton, G., &, Buckley, C., (1988). Term-weighting approaches in automatic text retrieval. Information Processing and Management, 24 (5), 513 - 523.
-
(1988)
Information Processing and Management
, vol.24
, Issue.5
, pp. 513-523
-
-
Salton, G.1
Buckley, C.2
-
24
-
-
0033905095
-
BoosTexter: A boosting-based system for text categorization
-
Schapire, R.E., &, Singer, Y., (2000). BoosTexter: A boosting-based system for text categorization. Machine Learning, 39 (2/3), 135 - 168.
-
(2000)
Machine Learning
, vol.39
, Issue.23
, pp. 135-168
-
-
Schapire, R.E.1
Singer, Y.2
-
25
-
-
0032258599
-
Boosting and Rocchio applied to text filtering
-
New York: ACM Press
-
Schapire, R.E., Singer, Y., &, Singhal, A., (1998). Boosting and Rocchio applied to text filtering. In Proceedings of the 21st ACM International Conference on Research and Development in Information Retrieval (SIGIR'98) (pp. 215 - 223). New York: ACM Press.
-
(1998)
Proceedings of the 21st ACM International Conference on Research and Development in Information Retrieval (SIGIR'98)
, pp. 215-223
-
-
Schapire, R.E.1
Singer, Y.2
Singhal, A.3
-
26
-
-
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
-
-
0030657314
-
-
New York: ACM Press
-
Singhal, A., Mitra, M., &, Buckley, C., (1997). Learning routing queries in a query zone. In Proceedings of the 20th ACM International Conference on Research and Development in Information Retrieval (SIGIR'97) (pp. 25 - 32). New York: ACM Press.
-
(1997)
Learning Routing Queries in A Query Zone. in Proceedings of the 20th ACM International Conference on Research and Development in Information Retrieval (SIGIR'97)
, pp. 25-32
-
-
Singhal, A.1
Mitra, M.2
Buckley, C.3
-
28
-
-
0041329361
-
Performance measurement framework for hierarchical text classification
-
Sun, A., Lim, E.-P., &, Ng, W.K., (2003). Performance measurement framework for hierarchical text classification. Journal of the American Society for Information Science and Technology, 54 (11), 1014 - 1028.
-
(2003)
Journal of the American Society for Information Science and Technology
, vol.54
, Issue.11
, pp. 1014-1028
-
-
Sun, A.1
Lim, E.-P.2
Ng, W.K.3
-
29
-
-
0035751912
-
Text classification in a hierarchical mixture model for small training sets
-
New York: ACM Press
-
Toutanova, K., Chen, F., Popat, K., &, Hofmann, T., (2001). Text classification in a hierarchical mixture model for small training sets. In Proceedings of the Tenth ACM International Conference on Information and Knowledge Management (CIKM'01) (pp. 105 - 113). New York: ACM Press.
-
(2001)
Proceedings of the Tenth ACM International Conference on Information and Knowledge Management (CIKM'01)
, pp. 105-113
-
-
Toutanova, K.1
Chen, F.2
Popat, K.3
Hofmann, T.4
-
30
-
-
0000162912
-
Exploiting hierarchy in text categorization
-
Weigend, A.S., Wiener, E.D., &, Pedersen, J.O., (1999). Exploiting hierarchy in text categorization. Information Retrieval, 1 (3), 193 - 216.
-
(1999)
Information Retrieval
, vol.1
, Issue.3
, pp. 193-216
-
-
Weigend, A.S.1
Wiener, E.D.2
Pedersen, J.O.3
-
31
-
-
0001700195
-
A neural network approach to topic spotting
-
Las Vegas, NV
-
Wiener, E.D., Pedersen, J.O., &, Weigend, A.S., (1995). A neural network approach to topic spotting. In Proceedings of the Fourth Annual Symposium on Document Analysis and Information Retrieval (SDAIR'95), Las Vegas, NV (pp. 317 - 332).
-
(1995)
Proceedings of the Fourth Annual Symposium on Document Analysis and Information Retrieval (SDAIR'95)
, pp. 317-332
-
-
Wiener, E.D.1
Pedersen, J.O.2
Weigend, A.S.3
-
32
-
-
33644501187
-
An effective procedure for constructing a hierarchical text classification system
-
Yoon, Y., Lee, C., &, Lee, G.G., (2006). An effective procedure for constructing a hierarchical text classification system. Journal of the American Society for Information Science and Technology, 57 (3), 431 - 442.
-
(2006)
Journal of the American Society for Information Science and Technology
, vol.57
, Issue.3
, pp. 431-442
-
-
Yoon, Y.1
Lee, C.2
Lee, G.G.3
|