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Volumn , Issue , 2001, Pages 1286-1291

NLP-driven IR: Evaluating performances over a text classification task

Author keywords

[No Author keywords available]

Indexed keywords

K NEAREST NEIGHBOURS (K-NN); LINGUISTIC FEATURES; LINGUISTIC INFORMATION; NATURAL LANGUAGE PROCESSING; ROCCHIO; TEXT CLASSIFICATION; UNDERLYING SYSTEMS;

EID: 84880908496     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (19)

References (20)
  • 1
    • 0028461417 scopus 로고
    • Automated learning of decision rules for text categorization
    • Chidanand Apté, Fred Damerau, and Sholom 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.2    Weiss, S.3
  • 2
    • 84880874456 scopus 로고
    • Term extraction from unrestricted text
    • A. Arppe. Term extraction from unrestricted text. In NODALIDA, 1995.
    • (1995) NODALIDA
    • Arppe, A.1
  • 8
    • 80052289744 scopus 로고    scopus 로고
    • Short queries linguistic expansion techniques: Palliating one-word queries by providing intermediate structures to text
    • M.T. Pazienza, editor, Springer Verlag, Berlin
    • Gregory Grefenstette. Short queries linguistic expansion techniques: Palliating one-word queries by providing intermediate structures to text. In M.T. Pazienza, editor, Information Extraction. Springer Verlag, Berlin, 1997.
    • (1997) Information Extraction
    • Grefenstette, G.1
  • 9
    • 0030651099 scopus 로고    scopus 로고
    • Features selection, perceptron learning, and a usability case study for text categorization
    • K.L. Low H.T. Ng, W.B. Goh. Features selection, perceptron learning, and a usability case study for text categorization. In Proceedings of the 20th ACM SIGIR Conference, pages 67-73, 1997.
    • (1997) Proceedings of the 20th ACM SIGIR Conference , pp. 67-73
    • Low, K.L.1    Ng, H.T.2    Goh, W.B.3
  • 12
    • 0001938951 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • I. Bratko and S. Dzeroski editors
    • T. Joachims. Transductive inference for text classification using support vector machines. In I. Bratko and S. Dzeroski editors, Proceedings of ICML-99, 16th International Conference on Machine Learning, pages 200-209, 1999.
    • (1999) Proceedings of ICML-99, 16th International Conference on Machine Learning , pp. 200-209
    • Joachims, T.1
  • 13
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • Thorsten Joachims. Text categorization with support vector machines: Learning with many relevant features. In In Proceedings of ECML-98, pages 137-142, 1998.
    • (1998) Proceedings of ECML-98 , pp. 137-142
    • Joachims, T.1
  • 15
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J.R. Quinlan. Induction of decision trees. In Machine Learning, pages 81-106, 1986.
    • (1986) Machine Learning , pp. 81-106
    • Quinlan, J.R.1
  • 16
    • 45549117987 scopus 로고
    • Term-weighting approaches in automatic text retrieval
    • G: Salton and C. Buckley. Term-weighting approaches in automatic text retrieval. Information Processing and Management, 24(5):513-523, 1988.
    • (1988) Information Processing and Management , vol.24 , Issue.5 , pp. 513-523
    • Salton, G.1    Buckley, C.2
  • 17
    • 0000417994 scopus 로고
    • Development in automatic text retrieval
    • G. Salton. Development in automatic text retrieval. Science, 253:974-980, 1991.
    • (1991) Science , vol.253 , pp. 974-980
    • Salton, G.1
  • 19
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • Nashville, US
    • Yiming Yang and Jan O. Pedersen. A comparative study on feature selection in text categorization. In Proceedings of 14th ICML-97, pages 412-420, Nashville, US, 1997.
    • (1997) Proceedings of 14th ICML-97 , pp. 412-420
    • Yang, Y.1    Pedersen, J.O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.