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Volumn , Issue , 2014, Pages 431-435

A simple semantic kernel approach for SVM using higher-order paths

Author keywords

higher order relations; machine learning; semantic kernel; support vector machine; text classification

Indexed keywords

CLASSIFICATION (OF INFORMATION); EXPERIMENTS; INTELLIGENT SYSTEMS; LEARNING SYSTEMS; SEMANTICS; TEXT PROCESSING;

EID: 84906709302     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INISTA.2014.6873656     Document Type: Conference Paper
Times cited : (13)

References (22)
  • 3
    • 84894182404 scopus 로고    scopus 로고
    • Leveraging higher order dependencies between features for text classification
    • September, 2009, Bled, Slovenia
    • Ganiz, M., Lytkin, N. , Pottenger, W.M. (2009). Leveraging Higher Order Dependencies between Features for Text Classification. In Proceedings of ECML/PKDD Conference, September, 2009, Bled, Slovenia.
    • (2009) Proceedings of ECML/PKDD Conference
    • Ganiz, M.1    Lytkin, N.2    Pottenger, W.M.3
  • 5
    • 84901647961 scopus 로고    scopus 로고
    • Higher-order smoothing: A novel semantic smoothing method for text classification
    • M. Poyraz, Z.H. Kilimci, M.C. Ganiz, "Higher-Order Smoothing: A Novel Semantic Smoothing Method for Text Classification", Journal Of Computer Science and Technology,Vol.29, No.3, 2014, pp.376-391
    • (2014) Journal of Computer Science and Technology , vol.29 , Issue.3 , pp. 376-391
    • Poyraz, M.1    Kilimci, Z.H.2    Ganiz, M.C.3
  • 13
    • 0036161242 scopus 로고    scopus 로고
    • Text categorization with support vector machines. How to represent texts in input space?
    • E. Leopold and J. Kindermann, "Text Categorization with Support Vector Machines. How to Represent Texts in Input Space?" Machine Learning, vol. 46, pp. 423-444, 2002.
    • (2002) Machine Learning , vol.46 , pp. 423-444
    • Leopold, E.1    Kindermann, J.2
  • 19
    • 0003120218 scopus 로고    scopus 로고
    • Sequential minimal optimization: A fast algorithm for training support vector machines
    • MIT Press
    • J. C. Platt, "Sequential Minimal Optimization: A Fast Algorithm for Training Support Vector Machines", in Advances in Kernel Method: Support Vector Learning, MIT Press, pp. 185-208, 1998
    • (1998) Advances in Kernel Method: Support Vector Learning , pp. 185-208
    • Platt, J.C.1
  • 20
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • C.-W. Hsu, C.-J. Lin, "A Comparison of Methods for Multi-Class Support Vector Machines", IEEE Transactions on Neural Networks, pp. 415-425, 2002.
    • (2002) IEEE Transactions on Neural Networks , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.