Claudia I. González

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 22

Top Topics

Membership Functions

Top Venues

Appl. Soft Comput.

Publications

Cesar Torres, Claudia I. González, Gabriela E. Martinez
Fuzzy Edge-Detection as a Preprocessing Layer in Deep Neural Networks for Guitar Classification. Sensors 22 (15) (2022)
Jonathan Fregoso, Claudia I. González, Gabriela E. Martinez
Optimization of Convolutional Neural Networks Architectures Using PSO for Sign Language Recognition. Axioms 10 (3) (2021)
Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez
Optimization of Convolutional Neural Networks Using the Fuzzy Gravitational Search Algorithm. J. Autom. Mob. Robotics Intell. Syst. 14 (1) (2020)
Claudia I. González, Patricia Melin, Juan R. Castro, Oscar Castillo
Edge Detection Approach Based on Type-2 Fuzzy Images. J. Multiple Valued Log. Soft Comput. 33 (4-5) (2019)
Patricia Melin, Emanuel Ontiveros-Robles, Claudia I. González, Juan R. Castro, Oscar Castillo
An approach for parameterized shadowed type-2 fuzzy membership functions applied in control applications. Soft Comput. 23 (11) (2019)
Gabriela E. Martínez, Claudia I. González, Olivia Mendoza, Patricia Melin
General Type-2 Fuzzy Sugeno Integral for Edge Detection. J. Imaging 5 (8) (2019)
Jonathan Pérez, Fevrier Valdez, Oscar Castillo, Patricia Melin, Claudia I. González, Gabriela E. Martinez
Interval type-2 fuzzy logic for dynamic parameter adaptation in the bat algorithm. Soft Comput. 21 (3) (2017)
Claudia I. González, Patricia Melin, Oscar Castillo, Daniela Juarez, Juan R. Castro
Toward General Type-2 Fuzzy Logic Systems Based on Shadowed Sets. EUSFLAT/IWIFSGN (2) (2017)
Oscar Castillo, Mauricio A. Sanchez, Claudia I. González, Gabriela E. Martinez
Review of Recent Type-2 Fuzzy Image Processing Applications. Inf. 8 (3) (2017)
Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González, Oscar Castillo
Iterative fireworks algorithm with fuzzy coefficients. FUZZ-IEEE (2017)
Frumen Olivas, Fevrier Valdez, Oscar Castillo, Claudia I. González, Gabriela E. Martinez, Patricia Melin
Ant colony optimization with dynamic parameter adaptation based on interval type-2 fuzzy logic systems. Appl. Soft Comput. 53 (2017)
Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González
Fuzzy Fireworks Algorithm Based on a Sparks Dispersion Measure. Algorithms 10 (3) (2017)
Jonathan Pérez, Patricia Melin, Oscar Castillo, Fevrier Valdez, Claudia I. González, Gabriela E. Martinez
Trajectory Optimization for an Autonomous Mobile Robot Using the Bat Algorithm. NAFIPS (2017)
Elid Rubio, Oscar Castillo, Fevrier Valdez, Patricia Melin, Claudia I. González, Gabriela E. Martinez
An Extension of the Fuzzy Possibilistic Clustering Algorithm Using Type-2 Fuzzy Logic Techniques. Adv. Fuzzy Syst. 2017 (2017)
Luis Rodríguez, Oscar Castillo, José Soria, Patricia Melin, Fevrier Valdez, Claudia I. González, Gabriela E. Martinez, Jesus Soto
A fuzzy hierarchical operator in the grey wolf optimizer algorithm. Appl. Soft Comput. 57 (2017)
Claudia I. González, Patricia Melin, Oscar Castillo
Edge Detection Method Based on General Type-2 Fuzzy Logic Applied to Color Images. Inf. 8 (3) (2017)
Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González
Fuzzy FWA with dynamic adaptation of parameters. CEC (2016)
Patricia Melin, Oscar Castillo, Claudia I. González, Juan R. Castro, Olivia Mendoza
General Type-2 fuzzy edge detectors applied to face recognition systems. NAFIPS (2016)
Claudia I. González, Patricia Melin, Juan R. Castro, Oscar Castillo, Olivia Mendoza
Optimization of interval type-2 fuzzy systems for image edge detection. Appl. Soft Comput. 47 (2016)
Kevin Tai, Abdul-Rahman El-Sayed, Mohammad Biglarbegian, Claudia I. González, Oscar Castillo, Shohel Mahmud
Review of Recent Type-2 Fuzzy Controller Applications. Algorithms 9 (2) (2016)
Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo
An improved sobel edge detection method based on generalized type-2 fuzzy logic. Soft Comput. 20 (2) (2016)
Claudia I. González, Juan R. Castro, Olivia Mendoza, Patricia Melin
General type-2 fuzzy edge detector applied on face recognition system using neural networks. FUZZ-IEEE (2016)
Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo
Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems. CEC (2015)
Claudia I. González, Juan R. Castro, Olivia Mendoza, Antonio Rodríguez Díaz, Patricia Melin, Oscar Castillo
Edge detection method based on Interval type-2 fuzzy systems for color images. NAFIPS/WConSC (2015)
Claudia I. González, Juan R. Castro, Olivia Mendoza, Patricia Melin, Oscar Castillo
Optimization by Cuckoo Search of Interval Type-2 Fuzzy Logic Systems for Edge Detection. WCSC (2014)
Patricia Melin, Claudia I. González, Juan R. Castro, Olivia Mendoza, Oscar Castillo
Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic. IEEE Trans. Fuzzy Syst. 22 (6) (2014)
Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo
An edge detection method based on generalized type-2 fuzzy logic. T2FUZZ (2013)
Claudia I. González, Juan R. Castro, Gabriela E. Martinez, Patricia Melin, Oscar Castillo
A new approach based on generalized type-2 fuzzy logic for edge detection. IFSA/NAFIPS (2013)
Patricia Melin, Alejandra Mancilla, Claudia I. González, Diana Bravo
Modular Neural Networks with Fuzzy Sugeno Integral Response Integration for Face and Fingerprint Recognition. IC-AI (2004)
Patricia Melin, Claudia I. González, Diana Bravo, Felma Gonzalez, Gabriela E. Martinez
Modular Neural Networks and Fuzzy Sugeno Integral for Face and Fingerprint Recognition. WSC (2004)