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Volumn , Issue SPEC. ISS., 2003, Pages 96-103

A Scalability Analysis of Classifiers in Text Categorization

Author keywords

Complexity analysis; Hierarchical text categorization; Power law

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); COMPUTATIONAL COMPLEXITY; COMPUTATIONAL METHODS; HIERARCHICAL SYSTEMS; REGRESSION ANALYSIS; VECTORS;

EID: 1542317646     PISSN: 01635840     EISSN: None     Source Type: Journal    
DOI: 10.1145/860435.860455     Document Type: Conference Paper
Times cited : (112)

References (21)
  • 2
    • 0041397249 scopus 로고
    • Lanczos algorithm for large symmetric eigenvalue computations
    • Boston, MA
    • J. Cullum and R. Willoughby. Lanczos algorithm for large symmetric eigenvalue computations. In Theory, volume 1, Boston, MA, 1985.
    • (1985) Theory , vol.1
    • Cullum, J.1    Willoughby, R.2
  • 4
    • 0000446439 scopus 로고    scopus 로고
    • On power-law relationships of the internet topology
    • M. Faloutsos, P. Faloutsos, and C. Faloutsos. On power-law relationships of the internet topology. In SIGCOMM, 1999.
    • (1999) SIGCOMM
    • Faloutsos, M.1    Faloutsos, P.2    Faloutsos, C.3
  • 6
    • 84957069814 scopus 로고    scopus 로고
    • Text Categorization with Support Vector Machines: Learning with Many Relevant Features
    • Berlin. Springer
    • T. Joachims. Text Categorization with Support Vector Machines: Learning with Many Relevant Features. In European Conference on Machine Learning (ECML), pages 137-142, Berlin, 1998. Springer.
    • (1998) European Conference on Machine Learning (ECML) , pp. 137-142
    • Joachims, T.1
  • 8
    • 1542280173 scopus 로고    scopus 로고
    • The reuters corpus volume i as a text categorization test collection
    • page (to appear)
    • D. Lewis, F. Li, T. Rose, and Y. Yang. The reuters corpus volume i as a text categorization test collection. In Journal of Machine Learning Research, page (to appear), 2003.
    • (2003) Journal of Machine Learning Research
    • Lewis, D.1    Li, F.2    Rose, T.3    Yang, Y.4
  • 10
    • 1942516915 scopus 로고    scopus 로고
    • A loss function analysis for classification methods in text categorization
    • submitted
    • F. Li and Y. Yang. A loss function analysis for classification methods in text categorization. In ICML, 2003 (submitted).
    • (2003) ICML
    • Li, F.1    Yang, Y.2
  • 11
    • 0002550143 scopus 로고
    • Mechanisms of skill acquisition and the law of practice
    • J. Anderson, editor, pages chapter 1, Hillsdale, NJ. Lawrence Erlbaum Associates, Inc.
    • A. Newell and P. Rosenbloom. Mechanisms of skill acquisition and the law of practice. In J. Anderson, editor, Cognitive Skills and Their Acquisition, pages chapter 1, pp 1-55, Hillsdale, NJ, 1981. Lawrence Erlbaum Associates, Inc.
    • (1981) Cognitive Skills and Their Acquisition , pp. 1-55
    • Newell, A.1    Rosenbloom, P.2
  • 12
    • 24544443817 scopus 로고    scopus 로고
    • Sequetial minimal optimization: A fast algorithm for training support vector machines
    • Microsoft Research
    • J. Platt. Sequetial minimal optimization: A fast algorithm for training support vector machines. In Technical Report MST-TR-98-14. Microsoft Research, 1998.
    • (1998) Technical Report , vol.MST-TR-98-14
    • Platt, J.1
  • 17
    • 27144441097 scopus 로고    scopus 로고
    • An evaluation of statistical approaches to text categorization
    • Y. Yang. An evaluation of statistical approaches to text categorization. Journal of Information Retrieval, 1(1/2):67-88, 1999.
    • (1999) Journal of Information Retrieval , vol.1 , Issue.1-2 , pp. 67-88
    • Yang, Y.1
  • 19
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • J. D. H. Fisher, editor. Morgan Kaufmann
    • Y. Yang and J. Pedersen. A comparative study on feature selection in text categorization. In J. D. H. Fisher, editor, The Fourteenth International Conference on Machine Learning (ICML'97), pages 412-420. Morgan Kaufmann, 1997.
    • (1997) The Fourteenth International Conference on Machine Learning (ICML'97) , pp. 412-420
    • Yang, Y.1    Pedersen, J.2
  • 20
    • 0036498398 scopus 로고    scopus 로고
    • A study of approaches to hypertext categorization
    • Kluwer Academic Press
    • Y. Yang, S. Slattery, and R. Ghani. A study of approaches to hypertext categorization. In Journal of Intelligent Information Systems, volume 18, pages 219-241. Kluwer Academic Press, 2002.
    • (2002) Journal of Intelligent Information Systems , vol.18 , pp. 219-241
    • Yang, Y.1    Slattery, S.2    Ghani, R.3
  • 21
    • 0001868572 scopus 로고    scopus 로고
    • Text categorization based on regularized linear classificatin methods
    • T. Zhang and F. J. Oles. Text categorization based on regularized linear classificatin methods. In Information Retrieval, volume 4, pages 5-31, 2001.
    • (2001) Information Retrieval , vol.4 , pp. 5-31
    • Zhang, T.1    Oles, F.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.