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ORCIDClaudia I. González
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2020 – today
- 2024
[j18]Claudia I. González:
Dementia Classification Approach Based on Non-Singleton General Type-2 Fuzzy Reasoning. Axioms 13(10): 672 (2024)- 2022
- [j17]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): 5892 (2022) - 2021
- [j16]Jonathan Fregoso, Claudia I. González, Gabriela E. Martinez:
Optimization of Convolutional Neural Networks Architectures Using PSO for Sign Language Recognition. Axioms 10(3): 139 (2021) - [p10]Ruth Rodriguez, Claudia I. González, Gabriela E. Martinez, Patricia Melin:
An Improved Convolutional Neural Network Based on a Parameter Modification of the Convolution Layer. Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms 2021: 125-147 - [p9]Jonathan Fregoso, Claudia I. González, Gabriela E. Martinez:
Parameter Optimization of a Convolutional Neural Network Using Particle Swarm Optimization. Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms 2021: 149-169 - 2020
- [j15]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): 109-120 (2020) - [p8]Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González:
Fireworks Algorithm (FWA) with Adaptation of Parameters Using Interval Type-2 Fuzzy Logic System. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 35-47 - [p7]Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez:
Optimal Recognition Model Based on Convolutional Neural Networks and Fuzzy Gravitational Search Algorithm Method. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 71-81 - [p6]Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González:
Optimal Number of Clusters Finding Using the Fireworks Algorithm. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 83-93 - [p5]Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martínez:
Filter Size Optimization on a Convolutional Neural Network Using FGSA. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 391-403
2010 – 2019
- 2019
- [j14]Gabriela E. Martínez, Claudia I. González, Olivia Mendoza, Patricia Melin:
General Type-2 Fuzzy Sugeno Integral for Edge Detection. J. Imaging 5(8): 71 (2019) - [j13]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): 431-458 (2019) - [j12]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): 3887-3901 (2019) - 2017
- [j11]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: 7094046:1-7094046:23 (2017) - [j10]Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González:
Fuzzy Fireworks Algorithm Based on a Sparks Dispersion Measure. Algorithms 10(3): 83 (2017) - [j9]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: 74-87 (2017) - [j8]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: 315-328 (2017) - [j7]Oscar Castillo, Mauricio A. Sanchez, Claudia I. González, Gabriela E. Martinez:
Review of Recent Type-2 Fuzzy Image Processing Applications. Inf. 8(3): 97 (2017) - [j6]Claudia I. González, Patricia Melin, Oscar Castillo:
Edge Detection Method Based on General Type-2 Fuzzy Logic Applied to Color Images. Inf. 8(3): 104 (2017) - [j5]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): 667-685 (2017) - [c14]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: 131-142 - [c13]Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González, Oscar Castillo:
Iterative fireworks algorithm with fuzzy coefficients. FUZZ-IEEE 2017: 1-6 - [c12]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: 232-241 - [p4]Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 3-18 - [p3]Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González:
Fireworks Algorithm (FWA) with Adaptation of Parameters Using Fuzzy Logic. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 313-327 - 2016
- [j4]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): 39 (2016) - [j3]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: 631-643 (2016) - [j2]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): 773-784 (2016) - [c11]Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González:
Fuzzy FWA with dynamic adaptation of parameters. CEC 2016: 4053-4060 - [c10]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: 2325-2330 - [c9]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: 1-6 - 2015
- [c8]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: 449-455 - [c7]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: 1-6 - [p2]Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 3-11 - 2014
- [j1]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): 1515-1525 (2014) - [c6]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: 141-154 - 2013
- [c5]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: 424-429 - [c4]Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo:
An edge detection method based on generalized type-2 fuzzy logic. T2FUZZ 2013: 39-44
2000 – 2009
- 2007
- [p1]Patricia Melin, Claudia I. González, Diana Bravo, Felma Gonzalez, Gabriela E. Martinez:
Modular Neural Networks and Fuzzy Sugeno Integral for Pattern Recognition: The Case of Human Face and Fingerprint. Hybrid Intelligent Systems 2007: 311-326 - 2005
- [c3]Patricia Melin, Claudia I. González, Felma Gonzalez, Oscar Castillo:
Face recognition using modular neural networks and fuzzy Sugeno integral for response integration. IJCNN 2005: 349-354 - 2004
- [c2]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: 91-97 - [c1]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: 603-618
Coauthor Index
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