Neural Networks: An Alternative Solution for Statistically Based Parameter Prediction

Textile Research Journal

Volumn 74, Issue 3, 2004, Pages 227-230

  Desai, J V ^a   Kane, C D ^a   Bandyopadhayay, B ^b  

^a DKTE Society's Textile and Engineering Institute India   (India)

^b INDIAN INSTITUTE OF TECHNOLOGY BOMBAY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; NEURAL NETWORKS; REGRESSION ANALYSIS; TEXTILE PROCESSING; YARN;

NONLINEAR MAPPING; TEXTILE APPLICATIONS;

TEXTILE FIBERS;

FIBER PROPERTY; MATHEMATICAL ANALYSIS; NEURAL NETWORK; YARN PROPERTY;

EID: 1842853971     PISSN: 00405175     EISSN: None     Source Type: Journal    
DOI: 10.1177/004051750407400307     Document Type: Article

References (8)

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4. de Villiers, Jacques, and Barnard, Etienne, Back Propagation Neural Nets with One and Two Hidden Layers, IEEE Trans. Neural Nets 4 (1993).
5. Frydrych, Iwona A. New Approach for Predicting Strength Properties of Yarn, Textile Res. J. 62(6), 340-348 (1992).
6. Haykins, S., “Artificial Neural Networks,” MacMillan College Publishing, 1994.
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8. Sette, S., Boullart, L., Vanlangehave, L., and Kiekens, P., Optimizing the Fiber-to-yarn Prediction Process with a Combined Neural Network/Genetic Algorithm Approach, Textile Res. J. 67(2), 84-92 (1997).