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Original Articles

COMBINING A RADIAL BASIS NEURAL NETWORK WITH TIME SERIES ANALYSIS TECHNIQUES TO PREDICT MANUFACTURING PROCESS PARAMETERS

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Pages 623-631 | Published online: 27 Apr 2007

REFERENCES

  • Box , G. E. P. , andG. M. Jenkins., 1976 . Time series analysis Forecasting and control. Oakland , Calif. ; Holden-Day .
  • Casdagli . M. , 1989 . Nonlinear prediction of chaotic time series. Physica D 35 335 – 56 .
  • Cook , D. R, , R. E. Shannon. , 1992 . A predictive neural network modeling system for manufacturing process parameters. International Journal of Production Research 30 ( 7 ) 1537 – 50 .
  • Cybenko , G. , 1989 . Approximation by superpositions of a sigmoidal function. Mathematics of Control, Signalsand Systems 2 303 – 14 .
  • Hartman , E. J. , J. D. Keeler ,J. M. Kowalski., 1990 . Layered neural networks with Gaussian hidden units as universal approximations. NeuralComputation 2 ( 2 ) p2l0–l5 p.
  • Hecht-Niclsen , R. , 1991 . Neurocomputing. Reading , Mass. Addison-Wesley .
  • Homik , K.M. , M. Stinchcombe ,H.White., 1989 . Multiple feedforward networks are universal approximations. Neural Computation 2 210 – 15 .
  • Hush , D. R. ,G. B. Home., 1993 . Progress in supervised neural networks. IEEE Signal Processing Magazine 10 ( l ) 8 – 39 .
  • Jones , R. D. , Y. C. Lee , C. W. Barnes , G. W. Flake , K. Lee , P. S. Lewis ,S. Qian., 1990 . Functional approximation and time series prediction with neural networks. Los Alamos National Laboratory Technical Report 90-21 , Los Alamos , N.M .
  • Jones , W. P. ,J. Hoskins., 1987 . Back-propagation A generalized delta learning rule. Byte 12 ( 11 ) 155 – 162 .
  • Lapedes , A. S. ,R, Farber., 1987 . Nonlinear signal processing using neural networks Prediction and system modeling. Los Alamos National Laboratory Technical Report 87-2662 , Los Alamos , N.M. .
  • Lippmann , R. P. , 1989 . Pattern classification using neural networks. IEEE Computation Magazine 27 47 – 64 .
  • Makridakis , S. , S. C. Wheelwright ,V. E. McGee., 1983 . Forecasting Methods and applications. New York John Wiley .
  • Moody , J. ,C. J. Darken., 1989 . Fast learning in networks of locally-tuned processing units. NeuralComputalion 1 281 – 93 .
  • Park , D. C, M. A. El-Sharkawi , R.J. Marks II,M.J. Damborg., 1991 . Electric load forecasting using an artificial neural network. IEEE Transactions on Power Systems 6 ( 2 ) 442 – 49 .
  • Newton , H. J. , 1988 . Tirneslab A time series analysis laboratory. Pacific Grove , Calif. Wadsworth and Brooks/Cole .
  • Renals , S. ,R. Rohwer., 1989 . Phoneme classification experiments using radial basis function. Proceedings of international Joint Conference on Neural Networks 1 461 – 67 .
  • Tou , J. T. ,R. C. Gonzalez., 1974 . Pattern recognition principles. Reading , Mass. Addison-Wesley .
  • Vrckovnik , G. , C. R. Carter ,S. Haykin., 1990 . Radial basis function classification of impulse radar waveforms. Proceedings of International Joint Conference On Neural Networks 1 45 – 50 .
  • Whittaker , A. D. ,D. F. Cook., 1995 . Counterpropagation neural network for modeling a continuous correlated process. International Journal of Production Research 33 ( 7 ) 1901 - 1910 .
  • Widrow , G. ,M. E. Hoff., 1960 . Adaptive switching circuits. In Western electronic show and convention Convention record. Part 4, pp. 96 – 104 . New York Institute of Radio Engineers .

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