메뉴 건너뛰기




Volumn 1, Issue , 2007, Pages 584-589

Refining rules incorporated into knowledge-based support vector learners via successive linear programming

Author keywords

[No Author keywords available]

Indexed keywords

KNOWLEDGE BASED CLASSIFICATION; SUPPORT VECTOR LEARNERS;

EID: 36348967725     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (17)
  • 2
    • 84920183623 scopus 로고
    • Rule learning by searching on adapted nets
    • Fu, L. 1991. Rule learning by searching on adapted nets. In AAAI.
    • (1991) AAAI
    • Fu, L.1
  • 3
    • 85156193010 scopus 로고    scopus 로고
    • Knowledge-based support vector machine classifiers
    • Fung, G.; Mangasarian, O.; and Shavlik, J. 2002. Knowledge-based support vector machine classifiers. In NIPS.
    • (2002) NIPS
    • Fung, G.1    Mangasarian, O.2    Shavlik, J.3
  • 4
    • 18844404700 scopus 로고    scopus 로고
    • Knowledge-based nonlinear kernel classifiers
    • Fung, G.; Mangasarian, O.; and Shavlik, J. 2003. Knowledge-based nonlinear kernel classifiers. In COLT.
    • (2003) COLT
    • Fung, G.1    Mangasarian, O.2    Shavlik, J.3
  • 5
    • 32344439223 scopus 로고    scopus 로고
    • Rule extraction from linear support vector machines
    • Fung, G.; Sandilya, S.; and Rao, R. 2005. Rule extraction from linear support vector machines. In KDD.
    • (2005) KDD
    • Fung, G.1    Sandilya, S.2    Rao, R.3
  • 6
    • 33749267288 scopus 로고    scopus 로고
    • Simpler knowledge-based support vector machines
    • Le, Q.; Smola, A.; and Gaertner, T. 2006. Simpler knowledge-based support vector machines. In ICML.
    • (2006) ICML
    • Le, Q.1    Smola, A.2    Gaertner, T.3
  • 7
    • 33646417497 scopus 로고    scopus 로고
    • Giving advice about preferred actions to reinforcement learners via knowledge-based kernel regression
    • Maclin, R.; Shavlik, J.; Torrey, L.; Walker, T.; and Wild, E. 2005. Giving advice about preferred actions to reinforcement learners via knowledge-based kernel regression. In AAAI.
    • (2005) AAAI
    • Maclin, R.1    Shavlik, J.2    Torrey, L.3    Walker, T.4    Wild, E.5
  • 8
    • 36348966296 scopus 로고    scopus 로고
    • A simple and effective method for incorporating advice into kernel methods
    • Maclin, R.; Shavlik, J.; Walker, T.; and Torrey, L. 2006. A simple and effective method for incorporating advice into kernel methods. In AAAI.
    • (2006) AAAI
    • Maclin, R.1    Shavlik, J.2    Walker, T.3    Torrey, L.4
  • 9
    • 29344472579 scopus 로고    scopus 로고
    • Knowledge-based kernel approximation
    • Mangasarian, O.; Shavlik, J.; and Wild, E. 2004. Knowledge-based kernel approximation. JMLR 5:1127-1141.
    • (2004) JMLR , vol.5 , pp. 1127-1141
    • Mangasarian, O.1    Shavlik, J.2    Wild, E.3
  • 10
    • 0342550922 scopus 로고
    • On the informativeness of the DNA Promoter sequences domain theory
    • Ortega, J. 1995. On the informativeness of the DNA Promoter sequences domain theory. JAIR 2:361-367.
    • (1995) JAIR , vol.2 , pp. 361-367
    • Ortega, J.1
  • 11
    • 0028407918 scopus 로고
    • Theory refinement combining analytical and empirical methods
    • Ourston, D., and Mooney, R. 1994. Theory refinement combining analytical and empirical methods. Artificial Intelligence 66:273-309.
    • (1994) Artificial Intelligence , vol.66 , pp. 273-309
    • Ourston, D.1    Mooney, R.2
  • 12
    • 8844261754 scopus 로고
    • The utility of knowledge in inductive learning
    • Pazzani, M., and Kibler, D. 1992. The utility of knowledge in inductive learning. Machine Learning 9:57-94.
    • (1992) Machine Learning , vol.9 , pp. 57-94
    • Pazzani, M.1    Kibler, D.2
  • 13
    • 0003276432 scopus 로고
    • Extracting rules from artificial neural networks with distributed representations
    • Thrun, S. 1995. Extracting rules from artificial neural networks with distributed representations. In NIPS.
    • (1995) NIPS
    • Thrun, S.1
  • 14
    • 0027678679 scopus 로고
    • Extracting refined rules from knowledge-based neural networks
    • Towell, G., and Shavlik, J. 1993. Extracting refined rules from knowledge-based neural networks. Machine Learning 13:71-101.
    • (1993) Machine Learning , vol.13 , pp. 71-101
    • Towell, G.1    Shavlik, J.2
  • 15
    • 0028529307 scopus 로고
    • Knowledge-based artificial neural networks
    • Towell, G., and Shavlik, J. 1994. Knowledge-based artificial neural networks. Artificial Intelligence 70:119-165.
    • (1994) Artificial Intelligence , vol.70 , pp. 119-165
    • Towell, G.1    Shavlik, J.2
  • 16
    • 85158010005 scopus 로고
    • Refinement of approximate domain theories by knowledge-based ne ural networks
    • Towell, G.; Shavlik, J.; and Noordewier, M. 1990. Refinement of approximate domain theories by knowledge-based ne ural networks. In AAAI, 861-866.
    • (1990) AAAI , pp. 861-866
    • Towell, G.1    Shavlik, J.2    Noordewier, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.