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Author

Jonathan Amezcua

Observed institution: Instituto Tecnológico de Tijuana
OpenAlex ID: A5018547819
A new neural network model based on the LVQ algorithm for multi-class classification of arrhythmias
2014 · Patricia Melin, Jonathan Amezcua, et al. · Information Sciences · 136
A new fuzzy learning vector quantization method for classification problems based on a granular approach
2018 · Jonathan Amezcua, Patricia Melin · Granular Computing · 16
A new classification method based on LVQ neural networks and Fuzzy Logic
2015 · Jonathan Amezcua, Patricia Melin, et al. · Annual Meeting of the North American Fuzzy Information Processing Society (NAFIPS) · 9
A modular LVQ neural network with fuzzy response integration for arrhythmia classification
2014 · Jonathan Amezcua, Patricia Melin · IEEE Conference on Norbert Wiener in the 21st Century (21CW) · 9
New Classification Method Based on Modular Neural Networks with the LVQ Algorithm and Type-2 Fuzzy Logic
2018 · Jonathan Amezcua, Patricia Melin, et al. · SpringerBriefs in applied sciences and technology · 8
Optimization of Modular Neural Networks with the LVQ Algorithm for Classification of Arrhythmias Using Particle Swarm Optimization
2014 · Jonathan Amezcua, Patricia Melin · Studies in computational intelligence · 6
A Neural Network with a Learning Vector Quantization Algorithm for Multiclass Classification Using a Modular Approach
2016 · Jonathan Amezcua, Patricia Melin, et al. · Studies in fuzziness and soft computing · 3
Classification of Arrhythmias Using Modular Architecture of LVQ Neural Network and Type 2 Fuzzy Logic
2016 · Jonathan Amezcua, Patricia Melin · Studies in computational intelligence · 2
Optimization of the LVQ Network Architecture with a Modular Approach for Arrhythmia Classification Using PSO
2015 · Jonathan Amezcua, Patricia Melin · Studies in computational intelligence · 2
Optimization of the LVQ Network Architectures with a Modular Approach for Arrhythmia Classification
2015 · Jonathan Amezcua, Patricia Melin · Advances in intelligent systems and computing · 1
Design of an Optimal Modular LVQ Network for Classification of Arrhythmias Based on a Variable Training-Test Datasets Strategy
2014 · Jonathan Amezcua, Patricia Melin, et al. · Advances in intelligent systems and computing · 1
Proposed Classification Method
2018 · Jonathan Amezcua, Patricia Melin, et al. · SpringerBriefs in applied sciences and technology
Conclusions
2018 · Jonathan Amezcua, Patricia Melin, et al. · SpringerBriefs in applied sciences and technology
Simulation Results
2018 · Jonathan Amezcua, Patricia Melin, et al. · SpringerBriefs in applied sciences and technology
Problem Statement
2018 · Jonathan Amezcua, Patricia Melin, et al. · SpringerBriefs in applied sciences and technology
Theory and Background
2018 · Jonathan Amezcua, Patricia Melin, et al. · SpringerBriefs in applied sciences and technology
Introduction
2018 · Jonathan Amezcua, Patricia Melin, et al. · SpringerBriefs in applied sciences and technology
Works count: 17
Citation count: 193
H-index: 6
I10-index: 2
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