Logistic GMDH-Type Neural Network and its Application to Identification of X-Ray Film Characteristic Curve
Tadashi Kondo and Junji Ueno
School of Health Sciences, The University of Tokushima, 3-l8-15 Kuramoto-cho, Tokushima 770-8509, Japan
-  T. Kondo, “GMDH neural network algorithm using the heuristic self-organization method and its application to the pattern identification problem,” Proc. of the 37th SICE Annual Conference, International Session Paper, pp. 1143-1148, 1998.
-  T. Kondo, “The learning algorithms of the GMDH neural network and their application to the medical image recognition,” Proc. of the 37th SICE Annual Conference, International Session Paper, pp. 1109-1114, 1998.
-  T. Kondo, “GMDH type Neural Network Algorithm Identifying a Network Structure with the Heuristic Self-Organization Method,” Trans. ISCIE, Vol.11, No.4, pp. 198-207, 1998.
-  D. T. Pham and X. Liu, “Neural networks for identification, Prediction and Control,” London, Springer-Verlag, 1995.
-  R. H. Nielsen, “Neurocomputing,” Addison-Wesley, 1990.
-  J. M. Zurada, “Introduction to Artificial Neural Systems,” Boston, PWS, 1992.
-  A. G. Ivakhnenko, “Heuristic self-organization in problems of engineering cybernetics,” Automatica, Vol.6, No.2, pp. 207-219, 1970.
-  S. J. Farlow (Ed.), “Self-organizing Methods in Modeling, GMDHtype Algorithms,” New York, Marcel Dekker, Inc., 1984.
-  A. G. Ivakhnenko, G. A. lvakhnenko, and J. A. Muller, “Selforganization of the neural networks with active neurons,” Pattern Recognition and Image Analysis, Vol.4, No.2, pp. 177-188, 1994.
-  A. G. Ivakhnenko and J. A. Muller, “Self-organization of nets of active neurons,” SAMS, Vol.20, pp. 93-106, 1995.
-  H. Tamura and T. Kondo, “Heuristics free group method of data handling algorithm of generating optimum partial polynomials with application to air pollution prediction,” Int. J. Systems Sci., Vol.11, No.9, pp. 1095-1111, 1980.
-  H. Akaike, “A new look at the statistical model identification,” IEEE Trans. Automatic Control, Vol.AC-19, No.6, pp. 716-723, 1974.
-  N. R. Draper and H. Smith, “Applied Regression Analysis,” New York, John Wiley and Sons, 1981.
-  T. Kondo, “Identification of the X-ray film characteristic curve by using the neural network,” Bull. Sch. Med. Sci. Univ. Tokushima, Vol.7, pp. 9-16, 1997.
This article is published under a Creative Commons Attribution-NoDerivatives 4.0 Internationa License.