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Volumn , Issue , 2008, Pages 143-148

Support vector machine text classification system: Using ant colony optimization based feature Subset Selection

Author keywords

[No Author keywords available]

Indexed keywords

ANT-COLONY OPTIMIZATION; ARABIC TEXTS; CHI-SQUARE STATISTICS; FEATURE SUBSET SELECTION; HEURISTIC INFORMATION; SVM CLASSIFIERS; TEXT CLASSIFICATION SYSTEMS; TEXT CLASSIFIERS;

EID: 67649519306     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCES.2008.4772984     Document Type: Conference Paper
Times cited : (32)

References (27)
  • 2
    • 79251509497 scopus 로고    scopus 로고
    • A. Mesleh, Support Vector Machines based Arabic Language Text Classification System: Feature Selection Comparative Study, in the proceedings of the International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CIS2E 07), December 3-12, Springer-Verlag (2008), in press.
    • A. Mesleh, "Support Vector Machines based Arabic Language Text Classification System: Feature Selection Comparative Study," in the proceedings of the International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CIS2E 07), December 3-12, Springer-Verlag (2008), in press.
  • 4
    • 17044405923 scopus 로고    scopus 로고
    • Toward integrating feature selection algorithms for classification and clustering
    • H. Liu and L. Yu, "Toward integrating feature selection algorithms for classification and clustering," IEEE Transaction on Knowledge and Data Engineering, vol. 17, no. 4, 2005, pp.491-502.
    • (2005) IEEE Transaction on Knowledge and Data Engineering , vol.17 , Issue.4 , pp. 491-502
    • Liu, H.1    Yu, L.2
  • 7
    • 0026453958 scopus 로고
    • Training a 3-Node Neural Network is NP-Complete
    • A. Blum and R. Rivest, "Training a 3-Node Neural Network is NP-Complete," Neural Networks, vol. 5, no. 1, 1992, pp. 117-127.
    • (1992) Neural Networks , vol.5 , Issue.1 , pp. 117-127
    • Blum, A.1    Rivest, R.2
  • 8
    • 0004061426 scopus 로고
    • Positive feedback as a search strategy,
    • Technical report 91-016, Dipartimento di Elettronica Politecnico di Milano, Italy
    • M. Dorigo, V. Maniezzo and A. Colorni, "Positive feedback as a search strategy," Technical report 91-016, Dipartimento di Elettronica Politecnico di Milano, Italy, 1991.
    • (1991)
    • Dorigo, M.1    Maniezzo, V.2    Colorni, A.3
  • 11
    • 22344432656 scopus 로고    scopus 로고
    • Comparison among five evolutionary-based optimization algorithms
    • E. Elbeltagi, T. Hegazy and D. Grierson, "Comparison among five evolutionary-based optimization algorithms," Advanced Engineering Informatics, vol. 19, no. 1, 2005, pp. 43-53.
    • (2005) Advanced Engineering Informatics , vol.19 , Issue.1 , pp. 43-53
    • Elbeltagi, E.1    Hegazy, T.2    Grierson, D.3
  • 12
    • 55849116717 scopus 로고
    • On the complexity of the initial stages of Arabic text processing
    • Kalamazoo, Michigan, USA, October
    • A. Yahya, "On the complexity of the initial stages of Arabic text processing," First Great Lakes Computer Science Conference; Kalamazoo, Michigan, USA, October, 1989.
    • (1989) First Great Lakes Computer Science Conference
    • Yahya, A.1
  • 13
    • 33845667087 scopus 로고    scopus 로고
    • Feature Subset Selection Using Ant Colony Optimization
    • A. Al-Ani, "Feature Subset Selection Using Ant Colony Optimization," International Journal of Computational Intelligence. vol. 2, no. 1, 2005, pp. 53-58.
    • (2005) International Journal of Computational Intelligence , vol.2 , Issue.1 , pp. 53-58
    • Al-Ani, A.1
  • 16
    • 33845621875 scopus 로고    scopus 로고
    • A hybrid approach for feature subset selection using neural networks and ant colony optimization
    • R. Sivagaminathan and S. Ramakrishnan, " A hybrid approach for feature subset selection using neural networks and ant colony optimization," Expert Systems with Applications, vol. 33, 2007, pp. 49-60.
    • (2007) Expert Systems with Applications , vol.33 , pp. 49-60
    • Sivagaminathan, R.1    Ramakrishnan, S.2
  • 17
    • 0013234282 scopus 로고    scopus 로고
    • IIT at TREC-10
    • In the, Gaithersburg, MD
    • M. Aljlayl et al., "IIT at TREC-10," In the Tenth Text Retrieval Conference, Gaithersburg, MD., 2001, pp. 265-274.
    • (2001) Tenth Text Retrieval Conference , pp. 265-274
    • Aljlayl, M.1
  • 18
    • 67649561389 scopus 로고    scopus 로고
    • CHI Square Feature Extraction Based SVMs Arabic Language Text Categorization System
    • A. Mesleh, "CHI Square Feature Extraction Based SVMs Arabic Language Text Categorization System," Journal of Computer Science, vol. 3, no. 6, 2007, pp. 430-435.
    • (2007) Journal of Computer Science , vol.3 , Issue.6 , pp. 430-435
    • Mesleh, A.1
  • 19
    • 0016572913 scopus 로고
    • A Vector Space Model for Automatic Indexing
    • G. Salton, A. Wong, and C.S. Yang, "A Vector Space Model for Automatic Indexing", Communications of the ACM, Vol. 18, No. 11, 1975, 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
  • 20
    • 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, Vol. 24, No. 5, 1988, pp. 513-523.
    • (1988) Information Processing and Management , vol.24 , Issue.5 , pp. 513-523
    • Salton, G.1    Buckley, C.2
  • 22
    • 2942731012 scopus 로고    scopus 로고
    • An Extensive Empirical Study of Feature Selection Metrics for Text Classification
    • G. Forman, "An Extensive Empirical Study of Feature Selection Metrics for Text Classification", Journal of Machine Learning Research, Vol. 3, 2003, pp. 1289-1305.
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 1289-1305
    • Forman, G.1
  • 24
    • 0002442796 scopus 로고    scopus 로고
    • Machine Learning in Automated Text Categorization
    • F. Sebastiani, "Machine Learning in Automated Text Categorization", ACM Computing Surveys, Vol. 34, No. 1, 2002, pp.1-47.
    • (2002) ACM Computing Surveys , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.