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Volumn , Issue , 2003, Pages 247-254

Boosting support vector machines for text classification through parameter-free threshold relaxation

Author keywords

Support vector machines; Text classification; Thresholding

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; INFORMATION RETRIEVAL; LEARNING SYSTEMS; MATHEMATICAL MODELS; OPTIMIZATION; PROBLEM SOLVING;

EID: 18744364452     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/956863.956911     Document Type: Conference Paper
Times cited : (19)

References (25)
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    • Arampatzis, A.1
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  • 6
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    • Text categorization with support vector machines: Learning with many relevant features
    • Springer Verlag
    • Joachims, T. Text categorization with support vector machines: Learning with many relevant features. In Proceedings 10th European Conference on Machine Learning (ECML), Springer Verlag, 1998. http://www-ai.cs.uni-dortmund.de/ DOKIMENTE/Joachims_97a.ps.gz
    • (1998) Proceedings 10th European Conference on Machine Learning (ECML)
    • Joachims, T.1
  • 7
    • 0004098720 scopus 로고    scopus 로고
    • Improvements to Plait's SMO algorithm for SVM classifier design
    • Dept of CSA, IISc, Bangalore, India
    • Keerthi, S.S., Shevade, S.K., Bhattacharyya, C., Murthy, K.R.K. Improvements to Plait's SMO algorithm for SVM classifier design. Technical report, Dept of CSA, IISc, Bangalore, India, 1999.
    • (1999) Technical Report
    • Keerthi, S.S.1    Shevade, S.K.2    Bhattacharyya, C.3    Murthy, K.R.K.4
  • 9
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    • Applying support vector machines to the TREC-2001 batch filtering and routing tasks
    • Lewis D. D., Applying Support Vector Machines to the TREC-2001 Batch Filtering and Routing Tasks, Tenth Text Retrieval Conference (TREC-2001), 2002, 286-294.
    • (2002) Tenth Text Retrieval Conference (TREC-2001) , pp. 286-294
    • Lewis, D.D.1
  • 15
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    • Fast training of SVMs using sequential minimal optimization
    • B. Scholkopf, C. Burges, and A. Smola (Eds.), MIT Press
    • Platt, J. Fast training of SVMs using sequential minimal optimization. In: B. Scholkopf, C. Burges, and A. Smola (Eds.) Advances in Kernel Methods - Support Vector Learning, MIT Press, 1998.
    • (1998) Advances in Kernel Methods - Support Vector Learning
    • Platt, J.1
  • 25
    • 9444278065 scopus 로고    scopus 로고
    • YFilter at TREC-9
    • National Institute of Standards and Technology, special publication 500-249
    • Y. Zhang and J. Callan. "YFilter at TREC-9". In Proceedings of the Ninth Text REtrieval Conference (TREC-9), (pp. 135-140). National Institute of Standards and Technology, 2001, special publication 500-249.
    • (2001) Proceedings of the Ninth Text REtrieval Conference (TREC-9) , pp. 135-140
    • Zhang, Y.1    Callan, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.