New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and... (Bog, Paperback / softback, Engelsk)
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New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic

(Bog, Paperback / softback, Engelsk)
Forfattere: Jonathan Amezcua, Patricia Melin, Oscar Castillo
Forlag: Springer International Publishing AG

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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 ofsoil.

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Alle detaljer

Forlag Springer International Publishing AG
Forfattere Jonathan Amezcua, Patricia Melin, Oscar Castillo
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgave 1st ed. 2018
Udgivelsesdato 15-02-2018
Første udgivelsesår 2018
Serie SpringerBriefs in Applied Sciences and Technology
Illustrationer 12 Illustrations, color; 10 Illustrations, black and white
Originalsprog Switzerland
Sideantal 73
Indbinding Paperback / softback
Forlag Springer International Publishing AG
Sideoplysninger 73 pages, 12 Illustrations, color; 10 Illustrations, black and white
Mål 235 x 155
ISBN-13 / EAN-13 9783319737720