Gabriela E. Martinez

Orcid: 0000-0003-0780-1882

According to our database1, Gabriela E. Martinez authored at least 29 papers between 2004 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Fuzzy Edge-Detection as a Preprocessing Layer in Deep Neural Networks for Guitar Classification.
Sensors, 2022

2021
An Improved Convolutional Neural Network Based on a Parameter Modification of the Convolution Layer.
Proceedings of the Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications, 2021

Parameter Optimization of a Convolutional Neural Network Using Particle Swarm Optimization.
Proceedings of the Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications, 2021

Optimization of Convolutional Neural Networks Architectures Using PSO for Sign Language Recognition.
Axioms, 2021

2020
Filter Size Optimization on a Convolutional Neural Network Using FGSA.
Proceedings of the Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications, 2020

Optimal Recognition Model Based on Convolutional Neural Networks and Fuzzy Gravitational Search Algorithm Method.
Proceedings of the Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020

Intuitionistic Fuzzy Sugeno Integral for Face Recognition.
Proceedings of the Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications, 2020

Optimization of Convolutional Neural Networks Using the Fuzzy Gravitational Search Algorithm.
J. Autom. Mob. Robotics Intell. Syst., 2020

2019
General Type-2 Fuzzy Sugeno Integral for Edge Detection.
J. Imaging, 2019

2017
A Hybrid Intelligent System Model for Hypertension Diagnosis.
Proceedings of the Nature-Inspired Design of Hybrid Intelligent Systems, 2017

Choquet Integral and Interval Type-2 Fuzzy Choquet Integral for Edge Detection.
Proceedings of the Nature-Inspired Design of Hybrid Intelligent Systems, 2017

Interval type-2 fuzzy logic for dynamic parameter adaptation in the bat algorithm.
Soft Comput., 2017

Review of Recent Type-2 Fuzzy Image Processing Applications.
Inf., 2017

A fuzzy hierarchical operator in the grey wolf optimizer algorithm.
Appl. Soft Comput., 2017

Ant colony optimization with dynamic parameter adaptation based on interval type-2 fuzzy logic systems.
Appl. Soft Comput., 2017

An Extension of the Fuzzy Possibilistic Clustering Algorithm Using Type-2 Fuzzy Logic Techniques.
Adv. Fuzzy Syst., 2017

Trajectory Optimization for an Autonomous Mobile Robot Using the Bat Algorithm.
Proceedings of the Fuzzy Logic in Intelligent System Design, 2017

A Hybrid Intelligent System Model for Hypertension Risk Diagnosis.
Proceedings of the Fuzzy Logic in Intelligent System Design, 2017

2016
Comparison between Choquet and Sugeno integrals as aggregation operators for pattern recognition.
Proceedings of the 2016 Annual Conference of the North American Fuzzy Information Processing Society, 2016

Comparison between Choquet and Sugeno integrals as aggregation operators for modular neural networks.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks.
Proceedings of the Design of Intelligent Systems Based on Fuzzy Logic, 2015

Response integration in modular neural networks using Choquet Integral with Interval type 2 Sugeno measures.
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

2014
Face Recognition with Choquet Integral in Modular Neural Networks.
Proceedings of the Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014

Choquet Integral with Interval Type 2 Sugeno Measures as an Integration Method for Modular Neural Networks.
Proceedings of the Recent Developments and New Direction in Soft-Computing Foundations and Applications, 2014

2013
Generalized type-2 fuzzy logic in response integration of modular neural networks.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A new approach based on generalized type-2 fuzzy logic for edge detection.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

2007
Modular Neural Networks and Fuzzy Sugeno Integral for Pattern Recognition: The Case of Human Face and Fingerprint.
Proceedings of the Hybrid Intelligent Systems - Analysis and Design, 2007

2004
Modular Neural Networks and Fuzzy Sugeno Integral for Face and Fingerprint Recognition.
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004

Pattern Recognition Using Modular Neural Networks and Genetic Algorithms.
Proceedings of the International Conference on Artificial Intelligence, 2004


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