메뉴 건너뛰기




Volumn 405, Issue 3, 2008, Pages 223-236

Kernel methods for learning languages

Author keywords

Finite automata; Kernels; Learning automata; Margin theory; Piecewise testable languages; Support vector machines

Indexed keywords

BANACH SPACES; CONFORMAL MAPPING; FORMAL LANGUAGES; HILBERT SPACES; LEARNING SYSTEMS; SUPPORT VECTOR MACHINES; TRANSLATION (LANGUAGES); TURBULENT FLOW;

EID: 51049103186     PISSN: 03043975     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.tcs.2008.06.037     Document Type: Article
Times cited : (28)

References (32)
  • 1
    • 51049116505 scopus 로고    scopus 로고
    • Cyril Allauzen, Mehryar Mohri, N-way composition of weighted finite-state transducers, Technical Report TR2007-902, Courant Institute of Mathematical Sciences, New York University, August 2007
    • Cyril Allauzen, Mehryar Mohri, N-way composition of weighted finite-state transducers, Technical Report TR2007-902, Courant Institute of Mathematical Sciences, New York University, August 2007
  • 2
    • 0018062404 scopus 로고
    • On the complexity of minimum inference of regular sets
    • Angluin D. On the complexity of minimum inference of regular sets. Information and Control 3 39 (1978) 337-350
    • (1978) Information and Control , vol.3 , Issue.39 , pp. 337-350
    • Angluin, D.1
  • 3
    • 84976832596 scopus 로고
    • Inference of reversible languages
    • Angluin D. Inference of reversible languages. Journal of the ACM, JACM 3 29 (1982) 741-765
    • (1982) Journal of the ACM, JACM , vol.3 , Issue.29 , pp. 741-765
    • Angluin, D.1
  • 4
    • 51049107775 scopus 로고    scopus 로고
    • Martin Anthony, Threshold functions, decision lists, and the representation of Boolean functions, Neurocolt Technical Report Series NC-TR-96-028, Royal Holloway, University of London, 1996
    • Martin Anthony, Threshold functions, decision lists, and the representation of Boolean functions, Neurocolt Technical Report Series NC-TR-96-028, Royal Holloway, University of London, 1996
  • 5
    • 0002094343 scopus 로고    scopus 로고
    • Generalization performance of support vector machines and other pattern classifiers
    • MIT Press, Cambridge, MA, USA
    • Bartlett P., and Shawe-Taylor J. Generalization performance of support vector machines and other pattern classifiers. Advances in kernel Methods: Support Vector Learning (1999), MIT Press, Cambridge, MA, USA 43-54
    • (1999) Advances in kernel Methods: Support Vector Learning , pp. 43-54
    • Bartlett, P.1    Shawe-Taylor, J.2
  • 8
    • 38049037764 scopus 로고    scopus 로고
    • Learning languages with rational kernels
    • Proceedings of The 20th Annual Conference on Learning Theory. COLT 2007, San Diego, California, June 2007, Springer, Heidelberg, Germany
    • Cortes C., Kontorovich L., and Mohri M. Learning languages with rational kernels. Proceedings of The 20th Annual Conference on Learning Theory. COLT 2007, San Diego, California, June 2007. Lecture Notes in Computer Science vol. 4539 (2007), Springer, Heidelberg, Germany 349-364
    • (2007) Lecture Notes in Computer Science , vol.4539 , pp. 349-364
    • Cortes, C.1    Kontorovich, L.2    Mohri, M.3
  • 9
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes C., and Vapnik V.N. Support-vector networks. Machine Learning 20 3 (1995) 273-297
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.N.2
  • 10
    • 51049098565 scopus 로고    scopus 로고
    • Jonathan Derryberry, Private communication, 2004
    • Jonathan Derryberry, Private communication, 2004
  • 12
    • 85055303593 scopus 로고    scopus 로고
    • Learning k-testable and k-piecewise testable languages from positive data
    • García P., and Ruiz J. Learning k-testable and k-piecewise testable languages from positive data. Grammars 7 (2004) 125-140
    • (2004) Grammars , vol.7 , pp. 125-140
    • García, P.1    Ruiz, J.2
  • 13
    • 49949150022 scopus 로고
    • Language identification in the limit
    • Mark Gold E. Language identification in the limit. Information and Control 50 10 (1967) 447-474
    • (1967) Information and Control , vol.50 , Issue.10 , pp. 447-474
    • Mark Gold, E.1
  • 14
    • 0001187706 scopus 로고
    • Complexity of automaton identification from given data
    • Mark Gold E. Complexity of automaton identification from given data. Information and Control 3 37 (1978) 302-420
    • (1978) Information and Control , vol.3 , Issue.37 , pp. 302-420
    • Mark Gold, E.1
  • 15
    • 33750682161 scopus 로고
    • On free monoids partially ordered by embedding
    • Haines L.H. On free monoids partially ordered by embedding. Journal of Combinatorial Theory 6 (1969) 35-40
    • (1969) Journal of Combinatorial Theory , vol.6 , pp. 35-40
    • Haines, L.H.1
  • 19
    • 51049083003 scopus 로고    scopus 로고
    • Leonid Kontorovich, A universal kernel for learning regular languages, in: The 5th International Workshop on Mining and Learning with Graphs, MLG 2007, Florence, Italy, 2007
    • Leonid Kontorovich, A universal kernel for learning regular languages, in: The 5th International Workshop on Mining and Learning with Graphs, MLG 2007, Florence, Italy, 2007
  • 20
    • 33750743774 scopus 로고    scopus 로고
    • Learning linearly separable languages
    • Proceedings of The 17th International Conference on Algorithmic Learning Theory. ALT 2006, Barcelona, Spain, October 2006, Springer, Heidelberg, Germany
    • Kontorovich L., Cortes C., and Mohri M. Learning linearly separable languages. Proceedings of The 17th International Conference on Algorithmic Learning Theory. ALT 2006, Barcelona, Spain, October 2006. Lecture Notes in Computer Science vol. 4264 (2006), Springer, Heidelberg, Germany 288-303
    • (2006) Lecture Notes in Computer Science , vol.4264 , pp. 288-303
    • Kontorovich, L.1    Cortes, C.2    Mohri, M.3
  • 22
    • 0142139440 scopus 로고    scopus 로고
    • Text classification using string kernels
    • Leen T.K., Dietterich T.G., and Tresp V. (Eds), MIT Press
    • Lodhi H., Shawe-Taylor J., Cristianini N., and Watkins C. Text classification using string kernels. In: Leen T.K., Dietterich T.G., and Tresp V. (Eds). NIPS 2000 (2001), MIT Press 563-569
    • (2001) NIPS 2000 , pp. 563-569
    • Lodhi, H.1    Shawe-Taylor, J.2    Cristianini, N.3    Watkins, C.4
  • 25
    • 84892889057 scopus 로고    scopus 로고
    • Generic epsilon-removal and input epsilon-normalization algorithms for weighted transducers
    • Mohri M. Generic epsilon-removal and input epsilon-normalization algorithms for weighted transducers. International Journal of Foundations of Computer Science 13 1 (2002) 129-143
    • (2002) International Journal of Foundations of Computer Science , vol.13 , Issue.1 , pp. 129-143
    • Mohri, M.1
  • 28
    • 0027353425 scopus 로고
    • The minimum consistent DFA problem cannot be approximated within any polynomial
    • Pitt L., and Warmuth M. The minimum consistent DFA problem cannot be approximated within any polynomial. Journal of the Association for Computing Machinery 40 1 (1993) 95-142
    • (1993) Journal of the Association for Computing Machinery , vol.40 , Issue.1 , pp. 95-142
    • Pitt, L.1    Warmuth, M.2
  • 29
    • 0032049450 scopus 로고    scopus 로고
    • On the learnability and usage of acyclic probabilistic finite automata
    • Ron D., Singer Y., and Tishby N. On the learnability and usage of acyclic probabilistic finite automata. Journal of Computer and System Sciences 56 2 (1998) 133-152
    • (1998) Journal of Computer and System Sciences , vol.56 , Issue.2 , pp. 133-152
    • Ron, D.1    Singer, Y.2    Tishby, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.