Claudia I. González

According to our database, Claudia I. González authored at least 40 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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

Cesar Torres, Claudia I. González, Gabriela E. Martinez

Sensors, 2022

2021

An Improved Convolutional Neural Network Based on a Parameter Modification of the Convolution Layer.

Ruth Rodriguez, Claudia I. González, Gabriela E. Martinez, Patricia Melin

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.

Jonathan Fregoso, Claudia I. González, Gabriela E. Martinez

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.

Jonathan Fregoso, Claudia I. González, Gabriela E. Martinez

Axioms, 2021

2020

Filter Size Optimization on a Convolutional Neural Network Using FGSA.

Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martínez

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.

Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez

Proceedings of the Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020

Fireworks Algorithm (FWA) with Adaptation of Parameters Using Interval Type-2 Fuzzy Logic System.

Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González

Proceedings of the Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications, 2020

Optimal Number of Clusters Finding Using the Fireworks Algorithm.

Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González

Proceedings of the Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020

Optimization of Convolutional Neural Networks Using the Fuzzy Gravitational Search Algorithm.

Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez

J. Autom. Mob. Robotics Intell. Syst., 2020

2019

An approach for parameterized shadowed type-2 fuzzy membership functions applied in control applications.

Patricia Melin, Emanuel Ontiveros-Robles, Claudia I. González, Juan R. Castro, Oscar Castillo

Soft Comput., 2019

Edge Detection Approach Based on Type-2 Fuzzy Images.

Claudia I. González, Patricia Melin, Juan R. Castro, Oscar Castillo

J. Multiple Valued Log. Soft Comput., 2019

General Type-2 Fuzzy Sugeno Integral for Edge Detection.

Gabriela E. Martínez, Claudia I. González, Olivia Mendoza, Patricia Melin

J. Imaging, 2019

2017

General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System.

Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo

Proceedings of the Nature-Inspired Design of Hybrid Intelligent Systems, 2017

Fireworks Algorithm (FWA) with Adaptation of Parameters Using Fuzzy Logic.

Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González

Proceedings of the Nature-Inspired Design of Hybrid Intelligent Systems, 2017

Interval type-2 fuzzy logic for dynamic parameter adaptation in the bat algorithm.

Jonathan Pérez, Fevrier Valdez, Oscar Castillo, Patricia Melin, Claudia I. González, Gabriela E. Martinez

Soft Comput., 2017

Edge Detection Method Based on General Type-2 Fuzzy Logic Applied to Color Images.

Claudia I. González, Patricia Melin, Oscar Castillo

Inf., 2017

Review of Recent Type-2 Fuzzy Image Processing Applications.

Oscar Castillo, Mauricio A. Sanchez, Claudia I. González, Gabriela E. Martinez

Inf., 2017

A fuzzy hierarchical operator in the grey wolf optimizer algorithm.

Luis Rodríguez, Oscar Castillo, José Soria, Patricia Melin, Fevrier Valdez, Claudia I. González, Gabriela E. Martinez, Jesus Soto

Appl. Soft Comput., 2017

Ant colony optimization with dynamic parameter adaptation based on interval type-2 fuzzy logic systems.

Frumen Olivas, Fevrier Valdez, Oscar Castillo, Claudia I. González, Gabriela E. Martinez, Patricia Melin

Appl. Soft Comput., 2017

Fuzzy Fireworks Algorithm Based on a Sparks Dispersion Measure.

Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González

Algorithms, 2017

An Extension of the Fuzzy Possibilistic Clustering Algorithm Using Type-2 Fuzzy Logic Techniques.

Elid Rubio, Oscar Castillo, Fevrier Valdez, Patricia Melin, Claudia I. González, Gabriela E. Martinez

Adv. Fuzzy Syst., 2017

Trajectory Optimization for an Autonomous Mobile Robot Using the Bat Algorithm.

Jonathan Pérez, Patricia Melin, Oscar Castillo, Fevrier Valdez, Claudia I. González, Gabriela E. Martinez

Proceedings of the Fuzzy Logic in Intelligent System Design, 2017

Iterative fireworks algorithm with fuzzy coefficients.

Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González, Oscar Castillo

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Toward General Type-2 Fuzzy Logic Systems Based on Shadowed Sets.

Claudia I. González, Patricia Melin, Oscar Castillo, Daniela Juarez, Juan R. Castro

Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT- 2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

2016

An improved sobel edge detection method based on generalized type-2 fuzzy logic.

Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo

Soft Comput., 2016

Optimization of interval type-2 fuzzy systems for image edge detection.

Claudia I. González, Patricia Melin, Juan R. Castro, Oscar Castillo, Olivia Mendoza

Appl. Soft Comput., 2016

Review of Recent Type-2 Fuzzy Controller Applications.

Kevin Tai, Abdul-Rahman El-Sayed, Mohammad Biglarbegian, Claudia I. González, Oscar Castillo, Shohel Mahmud

Algorithms, 2016

General Type-2 fuzzy edge detectors applied to face recognition systems.

Patricia Melin, Oscar Castillo, Claudia I. González, Juan R. Castro, Olivia Mendoza

Proceedings of the 2016 Annual Conference of the North American Fuzzy Information Processing Society, 2016

General type-2 fuzzy edge detector applied on face recognition system using neural networks.

Claudia I. González, Juan R. Castro, Olivia Mendoza, Patricia Melin

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Fuzzy FWA with dynamic adaptation of parameters.

Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems.

Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo

Proceedings of the Design of Intelligent Systems Based on Fuzzy Logic, 2015

Edge detection method based on Interval type-2 fuzzy systems for color images.

Claudia I. González, Juan R. Castro, Olivia Mendoza, Antonio Rodríguez Díaz, Patricia Melin, Oscar Castillo

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

Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems.

Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic.

Patricia Melin, Claudia I. González, Juan R. Castro, Olivia Mendoza, Oscar Castillo

IEEE Trans. Fuzzy Syst., 2014

Optimization by Cuckoo Search of Interval Type-2 Fuzzy Logic Systems for Edge Detection.

Claudia I. González, Juan R. Castro, Olivia Mendoza, Patricia Melin, Oscar Castillo

Proceedings of the Recent Developments and New Direction in Soft-Computing Foundations and Applications, 2014

2013

An edge detection method based on generalized type-2 fuzzy logic.

Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo

Proceedings of the 2013 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2013

A new approach based on generalized type-2 fuzzy logic for edge detection.

Claudia I. González, Juan R. Castro, Gabriela E. Martinez, Patricia Melin, Oscar Castillo

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.

Patricia Melin, Claudia I. González, Diana Bravo, Felma Gonzalez, Gabriela E. Martinez

Proceedings of the Hybrid Intelligent Systems - Analysis and Design, 2007

2004

Modular Neural Networks and Fuzzy Sugeno Integral for Face and Fingerprint Recognition.

Patricia Melin, Claudia I. González, Diana Bravo, Felma Gonzalez, Gabriela E. Martinez

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

Modular Neural Networks with Fuzzy Sugeno Integral Response Integration for Face and Fingerprint Recognition.

Patricia Melin, Alejandra Mancilla, Claudia I. González, Diana Bravo

Proceedings of the International Conference on Artificial Intelligence, 2004