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...
Format:Paperback
Language:English
ISBN:3319737724
ISBN13:9783319737720
Release Date:February 2018
Publisher:Springer
Length:73 Pages
Weight:0.29 lbs.
Dimensions:0.2" x 6.1" x 9.2"
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