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Volumn 212, Issue , 2013, Pages 217-224

Automatic Text Classification Based on Hidden Markov Model and Support Vector Machine

Author keywords

Hidden markov model (HMM); SVM; Term frequency inverse document frequency (TF IDF); Text classification

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTATION THEORY; HIDDEN MARKOV MODELS; SUPPORT VECTOR MACHINES; CHARACTER RECOGNITION; INFORMATION RETRIEVAL SYSTEMS; MARKOV PROCESSES;

EID: 84880365806     PISSN: 21945357     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-37502-6_27     Document Type: Article
Times cited : (4)

References (8)
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  • 2
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    • Zhou, S.-X.1    Lin, Y.-P.2    Wang, Y.-N.3
  • 3
    • 84947196679 scopus 로고    scopus 로고
    • HMM based text categorization
    • Luo S-H, Ouyang W-M (2007) HMM based text categorization. Comput Eng Appl 10:179-181
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    • Luo, S.-H.1    Ouyang, W.-M.2
  • 4
    • 79960069199 scopus 로고    scopus 로고
    • Text classification algorithm based on hidden Markov model
    • Yang J, Wang H-H (2010) Text classification algorithm based on hidden Markov model. J Comput Appl 9:2348-2351
    • (2010) J Comput Appl , vol.9 , pp. 2348-2351
    • Yang, J.1    Wang, H.-H.2
  • 5
    • 35148875648 scopus 로고    scopus 로고
    • Improved feature selection method and TF-IDF formula based on word frequency differentia
    • Luo X, Xia D-L, Yan P-L (2005) Improved feature selection method and TF-IDF formula based on word frequency differentia. J Comput Appl 5(9):2031-2033
    • (2005) J Comput Appl , vol.5 , Issue.9 , pp. 2031-2033
    • Luo, X.1    Xia, D.-L.2    Yan, P.-L.3
  • 6
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
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    • Sebastiani, F.1
  • 7
    • 21844440579 scopus 로고    scopus 로고
    • Core vector machines: Fast SVM training on very large data sets
    • Tsang IW, Kwok JT, Cheung P-M (2005) Core vector machines: fast SVM training on very large data sets. J Mach Learning Res 363-392
    • (2005) J Mach Learning Res , pp. 363-392
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  • 8
    • 84947200615 scopus 로고    scopus 로고
    • The application of multi-class SVM based binary tree in web text categorization
    • Gulinazi L, Sun T-L (2011) The application of multi-class SVM based binary tree in web text categorization. J XinJiang Univ (2):100-104
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    • Gulinazi, L.1    Sun, T.-L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.