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Volumn 10, Issue 1, 1999, Pages 56-63

Training data development with the D-optimality criterion

Author keywords

D optimality criterion; Optimum experimental designs; Training data development

Indexed keywords

DATA REDUCTION; DATA STRUCTURES; LEARNING SYSTEMS; OPTIMIZATION;

EID: 0032761694     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.737493     Document Type: Article
Times cited : (22)

References (21)
  • 1
    • 0027812765 scopus 로고
    • Some new results on neural-network approximation
    • K. Hornik, "Some new results on neural-network approximation," Neural Networks, vol. 6, pp. 1069-1072, 1993.
    • (1993) Neural Networks , vol.6 , pp. 1069-1072
    • Hornik, K.1
  • 2
    • 0026627415 scopus 로고
    • Kolmogorov's theorem and multilayer neural networks
    • V. Kurkova, "Kolmogorov's theorem and multilayer neural networks," Neural Networks, vol. 5, pp. 501-506, 1992.
    • (1992) Neural Networks , vol.5 , pp. 501-506
    • Kurkova, V.1
  • 3
    • 0001675527 scopus 로고
    • Optimum experimental designs
    • Ser. B
    • J. Kiefer, "Optimum experimental designs," J. Roy. Statist. Soc., Ser. B, vol. 21, pp. 272-319, 1959.
    • (1959) J. Roy. Statist. Soc. , vol.21 , pp. 272-319
    • Kiefer, J.1
  • 5
    • 0000448225 scopus 로고
    • Optimum designs in regression problems
    • J. Kiefer and J. Wolfowitz, "Optimum designs in regression problems," Ann. Math. Statist., vol. 30, pp. 271-294, 1959.
    • (1959) Ann. Math. Statist. , vol.30 , pp. 271-294
    • Kiefer, J.1    Wolfowitz, J.2
  • 6
    • 0004264698 scopus 로고
    • translated and edited by W. J. Studden and E. M. Klimko. New York: Academic
    • V. V. Federov, Theory of Optimal Experiments, translated and edited by W. J. Studden and E. M. Klimko. New York: Academic, 1972.
    • (1972) Theory of Optimal Experiments
    • Federov, V.V.1
  • 7
    • 0016061785 scopus 로고
    • An algorithm for the construction of D-optimal experimental designs
    • T. J. Mitchell, "An algorithm for the construction of D-optimal experimental designs," Technometrics, vol. 16, pp. 203-210, 1974.
    • (1974) Technometrics , vol.16 , pp. 203-210
    • Mitchell, T.J.1
  • 10
    • 0030221433 scopus 로고    scopus 로고
    • Neural-network exploration using optimal experimental design
    • D. A. Cohn, "Neural-network exploration using optimal experimental design," Neural Networks, vol. 9, no. 6, pp. 1071-1083, 1996.
    • (1996) Neural Networks , vol.9 , Issue.6 , pp. 1071-1083
    • Cohn, D.A.1
  • 12
    • 84988112501 scopus 로고
    • The interplay of optimality and combinatorics in experimental design
    • J. Kiefer, "The interplay of optimality and combinatorics in experimental design," Canadian J. Statist., vol. 9, pp. 1-10, 1981.
    • (1981) Canadian J. Statist. , vol.9 , pp. 1-10
    • Kiefer, J.1
  • 13
    • 0021428040 scopus 로고
    • Experimental design: Review and comment
    • D. M. Steinberg and W. G. Hunter, "Experimental design: Review and comment," Technometrics, vol. 26, pp. 71-97, 1984.
    • (1984) Technometrics , vol.26 , pp. 71-97
    • Steinberg, D.M.1    Hunter, W.G.2
  • 14
    • 84938443667 scopus 로고
    • Factorial designs, the |X′X| criterion, and some related matters
    • M. J. Box and N. R. Draper, "Factorial designs, the |X′X| criterion, and some related matters," Technometrics, vol. 13, pp. 731-742, 1971.
    • (1971) Technometrics , vol.13 , pp. 731-742
    • Box, M.J.1    Draper, N.R.2
  • 15
    • 0001064680 scopus 로고
    • Optimum designs in regression problems, II
    • J. Kiefer, "Optimum designs in regression problems, II," Ann. Math. Statist., vol. 32, pp. 298-325, 1961.
    • (1961) Ann. Math. Statist. , vol.32 , pp. 298-325
    • Kiefer, J.1
  • 16
    • 0016061635 scopus 로고
    • Computer construction of D-optimal first-order designs
    • T. J. Mitchell, "Computer construction of D-optimal first-order designs," Technometrics, Vol. 16, pp. 211-220, 1974.
    • (1974) Technometrics , vol.16 , pp. 211-220
    • Mitchell, T.J.1
  • 17
    • 0000155950 scopus 로고
    • The cascade correlation learning architecture
    • D. S. Tourezky, Ed. San Mateo, CA: Morgan Kaufmann
    • S. E. Fahlman and C. Libiere, "The cascade correlation learning architecture," in Advances in Neural Information Processing Systems, D. S. Tourezky, Ed. San Mateo, CA: Morgan Kaufmann, vol. 2, pp. 524-532, 1990.
    • (1990) Advances in Neural Information Processing Systems , vol.2 , pp. 524-532
    • Fahlman, S.E.1    Libiere, C.2
  • 18
    • 0000646059 scopus 로고
    • Learning internal representation by error propagation
    • Cambridge, MA: MIT Press
    • D. E. Rumelhart, J. L. McClelland, and the PDP Research Group, "Learning internal representation by error propagation," Parallel Distributed Processing. Cambridge, MA: MIT Press, vol. 1, pp. 318-362, 1986.
    • (1986) Parallel Distributed Processing , vol.1 , pp. 318-362
    • Rumelhart, D.E.1    McClelland, J.L.2
  • 19
    • 0026376520 scopus 로고
    • Forecasting economic turning points with neural nets
    • Seattle, WA
    • R. G. Hoptroff, M. J. Bramson, and T. J. Hall, "Forecasting economic turning points with neural nets," in IJCNN, Seattle, WA, pp. 347-352, 1991.
    • (1991) IJCNN , pp. 347-352
    • Hoptroff, R.G.1    Bramson, M.J.2    Hall, T.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.