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Volumn , Issue , 2011, Pages 323-328

Hybrid approach combining machine learning and a rule-based expert system for text categorization

Author keywords

[No Author keywords available]

Indexed keywords

ADDED VALUES; BASE MODELS; FALSE NEGATIVES; FALSE POSITIVE; HUMAN EXPERT; HYBRID APPROACH; K-NEAREST NEIGHBORS; MULTI-WORD; REUTERS-21578; RULE-BASED EXPERT SYSTEM; SIMPLE RULES; TEXT CATEGORIZATION;

EID: 80052419926     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (33)

References (16)
  • 1
    • 0001345686 scopus 로고    scopus 로고
    • Context-sensitive learning methods for text categorization
    • Cohen, W. W. and Singer, Y. 1999. Context sensitive learning methods for text categorization. ACM Transactions On Information Systems. 17, 2, 141-173. (Pubitemid 129541510)
    • (1999) ACM Transactions on Information Systems , vol.17 , Issue.2 , pp. 141-173
    • Cohen, W.W.1    Singer, Y.2
  • 7
    • 84957069814 scopus 로고    scopus 로고
    • Text Categorization with Support Vector Machines: Learning with many Relevant Features
    • Machine Learning: ECML-98
    • Joachims, T. 1998. Text categorization with support vector machines: learning with many relevant features. In Proceedings of ECML-98, 10th European Conference on Machine Learning (Chemnitz, Germany, 1998), 137-142. (Pubitemid 128067178)
    • (1998) LECTURE NOTES IN COMPUTER SCIENCE , Issue.1398 , pp. 137-142
    • Joachims, T.1
  • 8
    • 35248883571 scopus 로고    scopus 로고
    • Text Categorization Using Hybrid Multiple Model Schemes
    • Advances in Intelligent Data Analysis V. 2003
    • Kim, I.C., and Myoung, S. 2003. Text Categorization Using Hybrid Multiple Model Schemes. Advances in Intelligent Data Analysis V. Lecture Notes in Computer Science, 2003, Volume 2811/2003, 88-99.
    • (2003) Lecture Notes in Computer Science , vol.2811 , Issue.2003 , pp. 88-99
    • Kim, I.C.1    Myoung, S.2
  • 11
    • 0016572913 scopus 로고
    • A vector space model for automatic indexing
    • Salton, G., Wong, A., and Yang, C.S. 1975. A vector space model for automatic indexing. Communications of the ACM, volume 18 num 11, pp 613-620.
    • (1975) Communications of the ACM , vol.18 , Issue.11 , pp. 613-620
    • Salton, G.1    Wong, A.2    Yang, C.S.3
  • 12
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • Sebastiani, F. 2002. Machine learning in automated text categorization. ACM Computing Surveys, 34(1), pp 1-47.
    • (2002) ACM Computing Surveys , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 14
    • 70549113368 scopus 로고    scopus 로고
    • MIRACLE at VideoCLEF 2008: Topic Identification and Keyframe Extraction in Dual Language Videos
    • Evaluating Systems for Multilingual and Multimodal Information Access. 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, 2008, Revised Selected Papers. Carol Peters et al (Eds.).
    • Villena-Román, J., and Lana-Serrano, S. MIRACLE at VideoCLEF 2008: Topic Identification and Keyframe Extraction in Dual Language Videos. Evaluating Systems for Multilingual and Multimodal Information Access. 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, 2008, Revised Selected Papers. Carol Peters et al (Eds.). Lecture Notes in Computer Science, Vol. 5706, 2009.
    • (2009) Lecture Notes in Computer Science , vol.5706
    • Villena-Román, J.1    Lana-Serrano, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.