New classification method based on modular neural networks with the lvq algorithm and type-2 fuzzy logic
Auteur :
Amezcua, Jonathan / Melin, Patricia / Castillo, Oscar
Éditeur :
Springer International Publishing AG
ISBN :
9783319737720
Date de publication :
15 févr. 2018
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Suisse
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.