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Title: | Neural network synthesis dealing with classification problem |
Author: | Vařacha, Pavel |
Document type: | Conference paper (English) |
Source document: | Recent Researches in Automatic Control - 13th WSEAS International Conference on Automatic Control, Modelling and Simulation, ACMOS'11. 2011, p. 377-382 |
ISBN: | 978-1-61804-004-6 |
Abstract: | This article deals with Analytic Programming (AP) which was proven to be highly effective tool of Artificial Neural Network (ANN) synthesis and optimization. AP is used here to obtain optimal ANN which satisfactory solve given problem of classification. The algorithm is theoretically explained and successfully used to perform classification upon real life data of breast cancer diagnosis. Very simple but effective ANN is acquired as a result. |
Full text: | http://www.wseas.us/e-library/conferences/2011/Lanzarote/ACMOS/ACMOS-75.pdf |
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