메뉴 건너뛰기




Volumn 31, Issue 6, 2002, Pages 1909-1925

Simple learning algorithms for decision trees and multivariate polynomials

Author keywords

Decision tree learning; Learning interpolation; Multivariate polynomial

Indexed keywords

APPROXIMATION THEORY; BOOLEAN FUNCTIONS; BOUNDARY CONDITIONS; COMPUTATIONAL COMPLEXITY; INTERPOLATION; LEARNING ALGORITHMS; LEARNING SYSTEMS; MEMBERSHIP FUNCTIONS; POLYNOMIALS;

EID: 0036767111     PISSN: 00975397     EISSN: None     Source Type: Journal    
DOI: 10.1137/S009753979732058X     Document Type: Article
Times cited : (23)

References (19)
  • 1
    • 0000710299 scopus 로고
    • Queries and concept learning
    • D. Angluin, Queries and concept learning, Machine Learning, 2 (1988), pp. 319-342.
    • (1988) Machine Learning , vol.2 , pp. 319-342
    • Angluin, D.1
  • 4
    • 58149319164 scopus 로고
    • Exact learning of boolean functions via the monotone theory
    • N. H. Bshouty, Exact learning of boolean functions via the monotone theory, Inform. Comput., 123 (1995), pp. 146-153.
    • (1995) Inform. Comput. , vol.123 , pp. 146-153
    • Bshouty, N.H.1
  • 8
    • 0012743043 scopus 로고    scopus 로고
    • Learning behaviors of automata from multiplicity and equivalence queries
    • F. Bergadano and S. Varricchio, Learning behaviors of automata from multiplicity and equivalence queries, SIAM J. Comput., 25 (1996), pp. 1268-1280.
    • (1996) SIAM J. Comput. , vol.25 , pp. 1268-1280
    • Bergadano, F.1    Varricchio, S.2
  • 9
    • 0026189928 scopus 로고
    • On zero-testing and interpolation of k-sparse multivariate polynomials over finite fields
    • M. Clausen, A. Dress, J. Grabmeier, and M. Karpinski, On zero-testing and interpolation of k-sparse multivariate polynomials over finite fields, Theoret. Comput. Sci., 84 (1991), pp. 151-164.
    • (1991) Theoret. Comput. Sci. , vol.84 , pp. 151-164
    • Clausen, M.1    Dress, A.2    Grabmeier, J.3    Karpinski, M.4
  • 12
    • 0012640872 scopus 로고    scopus 로고
    • On learning DNF and related circuit classes from helpful and not-so-helpful teachers
    • Ph.D. thesis, Carnegie Mellon University, Pittsburgh, PA, 1995
    • J. Jackson, On Learning DNF and Related Circuit Classes from Helpful and Not-So-Helpful Teachers, Ph.D. thesis, Carnegie Mellon University, Pittsburgh, PA, 1995.
    • Jackson, J.1
  • 13
    • 0028400734 scopus 로고
    • On using the fourier transform to learn disjoint DNF
    • R. Khardon, On using the Fourier transform to learn disjoint DNF, Inform. Process. Lett., 49 (1994), pp. 219-222.
    • (1994) Inform. Process. Lett. , vol.49 , pp. 219-222
    • Khardon, R.1
  • 14
    • 0027869083 scopus 로고
    • Learning decision trees using the fourier spectrum
    • E. Kushilevitz and Y. Mansour, Learning decision trees using the Fourier spectrum, SIAM J. Comput., 22 (1993), pp. 1331-1348.
    • (1993) SIAM J. Comput. , vol.22 , pp. 1331-1348
    • Kushilevitz, E.1    Mansour, Y.2
  • 15
    • 0028529868 scopus 로고
    • A polynomial time learning algorithm for recognizable series
    • H. Ohnishi, H. Seki, and T. Kasami, A polynomial time learning algorithm for recognizable series, IEIICE Transactions on Information and Systems, E77-D(10)(5) (1994), pp. 1077-1085.
    • (1994) IEIICE Transactions on Information and Systems , vol.E77-D , Issue.5-10 , pp. 1077-1085
    • Ohnishi, H.1    Seki, H.2    Kasami, T.3
  • 16
    • 0026136717 scopus 로고
    • Interpolation and approximation of sparse multivariate polynomials over GF(2)
    • R. M. Roth and G. M. Benedek, Interpolation and approximation of sparse multivariate polynomials over GF(2), SIAM J. Comput., 20 (1991), pp. 291-314.
    • (1991) SIAM J. Comput. , vol.20 , pp. 291-314
    • Roth, R.M.1    Benedek, G.M.2
  • 18
    • 0021518106 scopus 로고
    • A theory of the learnable
    • L. Valiant, A theory of the learnable, Commun. ACM, 27 (1984), pp. 1134-1142.
    • (1984) Commun. ACM , vol.27 , pp. 1134-1142
    • Valiant, L.1
  • 19
    • 0000595168 scopus 로고
    • Interpolating polynomials from their values
    • R. Zippel, Interpolating polynomials from their values, J. Symbolic Comput., 9 (1990), pp. 375-403.
    • (1990) J. Symbolic Comput. , vol.9 , pp. 375-403
    • Zippel, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.