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Volumn 412 LNCS, Issue , 1990, Pages 2-25

When are k-nearest neighbor and back propagation accurate for feasible sized sets of examples?

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; CLASSIFICATION (OF INFORMATION); GEOMETRY; MOTION COMPENSATION; NEAREST NEIGHBOR SEARCH; PATTERN RECOGNITION;

EID: 84957345624     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-52255-7_24     Document Type: Conference Paper
Times cited : (15)

References (23)
  • 2
    • 0018454769 scopus 로고
    • Fast probabilistic algorithms for Hamiltonian circuits and matchings
    • ANGLUIN, D., VALIANT, L.G., (1979) Fast probabilistic algorithms for Hamiltonian circuits and matchings, Jour, of Computer and Systems Sciences, v18, ppl55-193.
    • (1979) Jour, of Computer and Systems Sciences , vol.18 , pp. 155-193
    • Angluin, D.1    Valiant, L.G.2
  • 3
    • 0001632845 scopus 로고
    • On the capabilities of multilayer perceptrons
    • BAUM, E. B., (1988),On the capabilities of multilayer perceptrons, Journal of Complexity 4, pp193-215.
    • (1988) Journal of Complexity , vol.4 , pp. 193-215
    • Baum, E.B.1
  • 4
    • 85032201323 scopus 로고
    • On learning a union of half spaces
    • BAUM, E. B., (1989a), On learning a union of half spaces, Journal of Complexity v5 no. 4.
    • (1989) Journal of Complexity , vol.5 , Issue.4
    • Baum, E.B.1
  • 6
    • 0000240862 scopus 로고
    • A proposal for more powerful learning algorithms
    • BAUM, E. B., (1989c), A proposal for more powerful learning algorithms, Neural Computation v1 no 2.
    • (1989) Neural Computation , vol.1 , Issue.2
    • Baum, E.B.1
  • 7
    • 0001160588 scopus 로고
    • What size net gives valid generalization?
    • BAUM, E. B., HAUSSLER, D.,(1989), What size net gives valid generalization?, Neural Computation 1 pp151-160.
    • (1989) Neural Computation , vol.1 , pp. 151-160
    • Baum, E.B.1    Haussler, D.2
  • 8
    • 0001879488 scopus 로고
    • Training a 3-node neural network is NP-complete
    • ed. D. S. Touretzky, Morgan Kaufmann, San Mateo CA
    • BLUM, A., RIVEST, R. L.,(1988), Training a 3-node neural network is NP-complete, pp494-501 in Advances in neural information processing systems 1, ed. D. S. Touretzky, Morgan Kaufmann, San Mateo CA.
    • (1988) Advances in neural information processing systems 1 , pp. 494-501
    • Blum, A.1    Rivest, R.L.2
  • 10
    • 84918441630 scopus 로고
    • Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition
    • COVER, T. M., (1965), Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition, IEEE Tran. Elec. Comput. EC-14, pp326-334.
    • (1965) IEEE Tran. Elec. Comput , vol.14 EC , pp. 326-334
    • Cover, T.M.1
  • 12
    • 84926662675 scopus 로고
    • Nearest neighbor pattern classification
    • COVER, T. M., HART, P.E.,(1967), Nearest neighbor pattern classification, IEEE Trans. Info. Theory, IT-13,pp21-27.
    • (1967) IEEE Trans. Info. Theory , vol.13 IT , pp. 21-27
    • Cover, T.M.1    Hart, P.E.2
  • 16
    • 84945709355 scopus 로고
    • An algorithm for finding best matches in logarithmic expected time, ACM Trans
    • FRIEDMAN,J.H.,BENTLEY,J.L.,FINKEL,R.A.,(1977), An algorithm for finding best matches in logarithmic expected time, ACM Trans, on Mathematical Software, V.3, no. 3, pp200-226.
    • (1977) on Mathematical Software , vol.3 , Issue.3 , pp. 200-226
    • Friedman, J.H.1    Bentley, J.L.2    Finkel, R.A.3
  • 17
    • 85032190334 scopus 로고
    • Generalizing the PAC model for neural nets and other learning applications
    • Technical Report UCSC-CRL-89-30
    • HAUSSLER, D., (1989), Generalizing the PAC model for neural nets and other learning applications, University of CaHfomia Santa Cruz Technical Report UCSC-CRL-89-30.
    • (1989) University of CaHfomia Santa Cruz
    • Haussler, D.1
  • 18
    • 0001626107 scopus 로고
    • On the complexity of loading shallow networks
    • JUDD, S., (1988) On the complexity of loading shallow networks, J. of Complexity v4 PP177-192.
    • (1988) J. of Complexity , vol.4 , pp. 177-192
    • Judd, S.1
  • 22
    • 0021518106 scopus 로고
    • A theory of the learnable
    • VALIANT, L.G., (1984), A theory of the learnable, Comm. ACM V27, no. 11, pp1134-1142.
    • (1984) Comm. ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valiant, L.G.1
  • 23
    • 84928841335 scopus 로고
    • The prospects for building truly intelligent machines, Daedalus
    • issued as
    • WALTZ, D. L. (1988), The prospects for building truly intelligent machines, Daedalus, issued as V117, no. 1 of Proc. National Academy of Arts and Sciences,pp 191-212.
    • (1988) Proc. National Academy of Arts and Sciences , vol.117 , Issue.1 , pp. 191-212
    • Waltz, D.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.