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Volumn , Issue , 2003, Pages 295-302

Bootstrapping for hierarchical document classification

Author keywords

Constrained clustering; K means; Taxonomy bootstrapping process; TaxSOM; Text categorization

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATA PROCESSING; INTERNET; LEARNING SYSTEMS; MATHEMATICAL MODELS;

EID: 18744413273     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/956919.956920     Document Type: Conference Paper
Times cited : (18)

References (28)
  • 2
    • 1542310201 scopus 로고    scopus 로고
    • Hierarchical text classification and evaluation
    • N. Cercone, T. Lin, and X. Wu, editors, . IEEE Computer Society
    • E.-P. L. Aixin Sun. Hierarchical text classification and evaluation. In N. Cercone, T. Lin, and X. Wu, editors, ICDM 2001 - Proc. of the 2001 IEEE Int. Conf. on Data Mining, pages 521-528. IEEE Computer Society, 2001.
    • (2001) ICDM 2001 - Proc. of the 2001 IEEE Int. Conf. on Data Mining , pp. 521-528
    • Sun, E.-P.L.A.1
  • 4
    • 1642367823 scopus 로고    scopus 로고
    • Enabling distributed knowledge management, managerial and technological implications
    • M. Bonifacio, P. Bouquet, and P. Traverse. Enabling distributed knowledge management, managerial and technological implications. Informatik/Informatique, 3(1), 2002.
    • Informatik/Informatique , vol.3 , Issue.1 , pp. 2002
    • Bonifacio, M.1    Bouquet, P.2    Traverse, P.3
  • 6
    • 84994121221 scopus 로고    scopus 로고
    • Using taxonomy, discriminants, and signatures for navigating in text databases
    • M. Jarke, M. Carey, K. Dittrich, F. Lochovsky, P. Loucopoulos, and M. A. Jeusfeld, editors. Morgan Kaufmann
    • S. Chakrabarti, B. Dom, R. Agrawal, and P. Raghavan. Using taxonomy, discriminants, and signatures for navigating in text databases. In M. Jarke, M. Carey, K. Dittrich, F. Lochovsky, P. Loucopoulos, and M. A. Jeusfeld, editors, VLDB'97, Proc. of 23rd Int. Conf. on Very Large Data Bases, pages 446-455. Morgan Kaufmann, 1997.
    • (1997) VLDB'97, Proc. of 23rd Int. Conf. on Very Large Data Bases , pp. 446-455
    • Chakrabarti, S.1    Dom, B.2    Agrawal, R.3    Raghavan, P.4
  • 7
    • 78149435086 scopus 로고    scopus 로고
    • Hierarchical classification of documents with error control
    • PAKDD 2001 - Proc. of 5th Pacific-Asia Conf. on Knowledge Discovery and Data Mining
    • C.H.Cheng, J. Tang, A. Wai-chee, and I. King. Hierarchical classification of documents with error control. In PAKDD 2001 - Proc. of 5th Pacific-Asia Conf. on Knowledge Discovery and Data Mining, volume 2035 of Lecture Notes in Computer Science, pages 433-443, 2001.
    • (2001) Lecture Notes in Computer Science , vol.2035 , pp. 433-443
    • Cheng, C.H.1    Tang, J.2    Wai-Chee, A.3    King, I.4
  • 8
    • 85153947869 scopus 로고
    • Active learning with statistical models
    • G. Tesauro, D. Touretzky, and T. Leen, editors. The MIT Press
    • D. A. Cohn, Z. Ghahramani, and M. I. Jordan. Active learning with statistical models. In G. Tesauro, D. Touretzky, and T. Leen, editors, Advances in Neural Information Processing Systems, volume 7, pages 705-712. The MIT Press, 1995.
    • (1995) Advances in Neural Information Processing Systems , vol.7 , pp. 705-712
    • Cohn, D.A.1    Ghahramani, Z.2    Jordan, M.I.3
  • 10
    • 0037365358 scopus 로고    scopus 로고
    • Learning to match the schemas of data sources: A multistrategy approach
    • H. Doan, P. Domingos, and A. Halevy. Learning to match the schemas of data sources: A multistrategy approach. Machine Learning, 50:279-301, 2003.
    • (2003) Machine Learning , vol.50 , pp. 279-301
    • Doan, H.1    Domingos, P.2    Halevy, A.3
  • 15
    • 0033096971 scopus 로고    scopus 로고
    • Partially supervised classification using weighted unsupervised clustering
    • B. Jeon and D. Landgrebe. Partially supervised classification using weighted unsupervised clustering. IEEE Trans. on Geoscience and Remote Sensing, 37(2):1073-1079, 1999.
    • (1999) IEEE Trans. on Geoscience and Remote Sensing , vol.37 , Issue.2 , pp. 1073-1079
    • Jeon, B.1    Landgrebe, D.2
  • 16
    • 0000262562 scopus 로고
    • Hierarchical mixtures of experts and the em algorithm
    • M. Jordan and R. Jacobs. Hierarchical mixtures of experts and the em algorithm. Neural Computation, 6:181-214, 1994.
    • (1994) Neural Computation , vol.6 , pp. 181-214
    • Jordan, M.1    Jacobs, R.2
  • 17
    • 0003263256 scopus 로고    scopus 로고
    • Self-organizing maps
    • Springer, Berlin, third extended edition
    • T. Kohonen. Self-Organizing Maps, volume 30 of Series in Information Sciences. Springer, Berlin, third extended edition, 2001.
    • (2001) Series in Information Sciences , vol.30
    • Kohonen, T.1
  • 21
    • 0000806922 scopus 로고    scopus 로고
    • Automating the construction of internet portals with machine learning
    • A. McCallum, K. Nigam, J. Rennie, and K. Seymore. Automating the construction of internet portals with machine learning. Information Retrieval, 3(2):127-163, 2000.
    • (2000) Information Retrieval , vol.3 , Issue.2 , pp. 127-163
    • McCallum, A.1    Nigam, K.2    Rennie, J.3    Seymore, K.4
  • 23
    • 0442319140 scopus 로고    scopus 로고
    • Toward optimal active learning through sampling estimation of error reduction
    • Morgan Kaufmann, San Francisco, CA
    • N. Roy and A. McCallum. Toward optimal active learning through sampling estimation of error reduction. In Proc. 18th International Conf. on Machine Learning, pages 441-448. Morgan Kaufmann, San Francisco, CA, 2001.
    • (2001) Proc. 18th International Conf. on Machine Learning , pp. 441-448
    • Roy, N.1    McCallum, A.2
  • 24
    • 0242659655 scopus 로고    scopus 로고
    • Hierarchical text categorization using neural networks
    • M. Ruiz and P. Srinivasan. Hierarchical text categorization using neural networks. Information Retrieval, 5(1):87-118, 2002.
    • (2002) Information Retrieval , vol.5 , Issue.1 , pp. 87-118
    • Ruiz, M.1    Srinivasan, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.