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

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.

In aceasta carte a fost dezvoltat un nou model pentru clasificarea datelor. Unele arhitecturi au fost dezvoltate pentru a lucra in principal cu doua seturi de date, un set de date de aritmie (folosind semnale ECG) pentru clasificarea a 15 tipuri diferite de aritmii si un set de date de segmente de imagini din satelit utilizate pentru clasificarea a sase tipuri diferite de sol.