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Volumn , Issue , 2005, Pages 865-872

Explanation-augmented SVM: An approach to incorporating domain knowledge into SVM learning

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; KNOWLEDGE ACQUISITION; KNOWLEDGE BASED SYSTEMS;

EID: 31844445727     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (13)
  • 1
    • 0002094343 scopus 로고    scopus 로고
    • Generalization performance of support vector machines and other pattern classifiers
    • Schölkopf, B., Burges, C., and Smola, A. J., editors, Cambridge, MA
    • Bartlett, P. & Shawe-Taylor, J. (1999). Generalization performance of support vector machines and other pattern classifiers. In Schölkopf, B., Burges, C., and Smola, A. J., editors, Advances in Kernel Methods -Support Vector Learning, pages 43-54, Cambridge, MA.
    • (1999) Advances in Kernel Methods -Support Vector Learning , pp. 43-54
    • Bartlett, P.1    Shawe-Taylor, J.2
  • 4
    • 0036161034 scopus 로고    scopus 로고
    • Training invariant support vector machines
    • Decoste D. & Schoelkopf B. (2002). Training Invariant Support Vector Machines. Machine Learning 46: 161-190.
    • (2002) Machine Learning , vol.46 , pp. 161-190
    • Decoste, D.1    Schoelkopf, B.2
  • 5
    • 84898931371 scopus 로고    scopus 로고
    • Knowledge-based support vector classifiers
    • Fung, G., Mangasarian, O. & Shavlik, J. (2003). Knowledge-Based Support Vector Classifiers. NIPS 2002. 521-528.
    • (2003) NIPS 2002 , pp. 521-528
    • Fung, G.1    Mangasarian, O.2    Shavlik, J.3
  • 9
    • 0001370779 scopus 로고
    • On the data base ETL 9 of handprinted characters in JIS Chinese characters and its analysis
    • Saito, T., Yamada, H. & Yamamoto K. (1985). On the data base ETL 9 of handprinted characters in JIS Chinese characters and its analysis. IEICE Transactions, J68-D(4):757-764.
    • (1985) IEICE Transactions , vol.J68-D , Issue.4 , pp. 757-764
    • Saito, T.1    Yamada, H.2    Yamamoto, K.3
  • 12
    • 24644508030 scopus 로고    scopus 로고
    • Feature kernel functions: Improving SVMs using high-level knowledge
    • to appear
    • Sun Q., & DeJong, G. (2005) Feature Kernel Functions: Improving SVMs Using High-level Knowledge, (to appear) IEEE Computer Vision and Pattern Recognition
    • (2005) IEEE Computer Vision and Pattern Recognition
    • Sun, Q.1    DeJong, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.