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Paperback New Classification Method Based on Modular Neural Networks with the Lvq Algorithm and Type-2 Fuzzy Logic Book
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ISBN: 3319737724

ISBN13: 9783319737720

New Classification Method Based on Modular Neural Networks with the Lvq Algorithm and Type-2 Fuzzy Logic

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In this book a new model for data classification was developed. This new model is based on the competitive neural network Learning Vector Quantization (LVQ) and type-2 fuzzy logic. This computational model consists of the hybridization of the aforementioned techniques, using a fuzzy logic system within the competitive layer of the LVQ network to determine the shortest distance between a centroid and an input vector. This new model is based on a...

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Computers Computers & Technology Engineering Technology

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