New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic (SpringerBriefs in Applied Sciences and Technology)

New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic (SpringerBriefs in Applied Sciences and Technology)

by OscarCastillo (Author), PatriciaMelin (Author), JonathanAmezcua (Author), Oscar Castillo (Author), Patricia Melin (Author), Jonathan Amezcua (Author)

Synopsis

In this book a new model for data classification was developed. Some architectures were developed in order to work mainly with two datasets, an arrhythmia dataset (using ECG signals) for classifying 15 different types of arrhythmias, and a satellite images segments dataset used for classifying six different types of soil.

$52.97

Quantity

10 in stock

More Information

Format: Paperback
Pages: 84
Edition: 1st ed. 2018
Publisher: Springer
Published: 15 Feb 2018

ISBN 10: 3319737724
ISBN 13: 9783319737720