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

by Oscar Castillo, Patricia Melin, Jonathan Amezcua

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"