Claudia I. González

54 papers B 6Misc 2Journal 25Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comparing Domain-Adapted Small LLMs and Large Zero-Shot Models for Efficient Hypothesis Graph Construction in Neurodegenerative Disease Research.
Computación y Sistemas (CyS)
Cesar Torres, Claudia I. González, Mario Garcia
2026 J jnl
Fuzzy convolutional neural network model applied to classification problems.
J. Intell. Fuzzy Syst.
Claudia I. González, Cesar Torres
2026 J jnl
Multimodal Deep Learning Fusion Strategies for Alzheimer's Disease Classification.
Computación y Sistemas (CyS)
Ayrton Santos, Claudia I. González, Mario García
2025 J jnl
A Review on the Role of Fuzzy Logic in Hybrid Intelligent Systems.
Computación y Sistemas (CyS)
Oscar Castillo, Patricia Melin, Fevrier Valdez, Claudia I. González, Mario García, Alejandra Mancilla, Prometeo Cortés-Antonio, Jose Soria
2025 J jnl
An optimised fuzzy edge detector for image processing and their use in modular neural networks for pattern recognition.
Int. J. Adv. Intell. Paradigms
Isidra Espinosa-Velazquez, Patricia Melin, Claudia I. González, Frumen Olivas
2025 J jnl
Clasificación de la enfermedad de Alzheimer utilizando redes neuronales profundas multimodales.
Res. Comput. Sci.
Ayrton Santos, Claudia I. González, Mario García
2025 J jnl
Designing Optimal CNNs Architectures Using Metaheuristic Algorithms Applied to the Classification of Alzheimer's Disease.
Computación y Sistemas (CyS)
Claudia I. González
2025 B conf
Efficient Domain-Specific LLMs: Energy Profiling in Medical QA Tasks.
IJCNN
Cesar Torres, Claudia I. González, Mario García, Juan Julián Merelo Guervós
2024 — conf
Automated Insights: LLMs in Neurodegenerative Disease Research and Comparison.
MICAI (Workshops 1)
Cesar Torres, Claudia I. González
2024 J jnl
Dementia Classification Approach Based on Non-Singleton General Type-2 Fuzzy Reasoning.
Axioms
Claudia I. González
2024 — conf
Exploring Deep Learning Applications in Neurodegenerative Diseases: A State-of-the-Art Review.
MICAI (Workshops 1)
Ayrton Santos, Claudia I. González, Mario García
2024 — conf
Towards a General Type 2 Fuzzy Reasoning Approach to Modeling Modifiable Dementia Risk Factors.
ISCMI
Claudia I. González
2023 — conf
Type-2 Fuzzy Image enhancement to improve the performance of convolutional neural networks.
ISCMI
Claudia I. González, Cesar Torres
2022 J jnl
Fuzzy Edge-Detection as a Preprocessing Layer in Deep Neural Networks for Guitar Classification.
Sensors
Cesar Torres, Claudia I. González, Gabriela E. Martinez
2021 — ch.
An Improved Convolutional Neural Network Based on a Parameter Modification of the Convolution Layer.
Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms
Ruth Rodriguez, Claudia I. González, Gabriela E. Martinez, Patricia Melin
2021 J jnl
Optimization of Convolutional Neural Networks Architectures Using PSO for Sign Language Recognition.
Axioms
Jonathan Fregoso, Claudia I. González, Gabriela E. Martinez
2021 — ch.
Parameter Optimization of a Convolutional Neural Network Using Particle Swarm Optimization.
Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms
Jonathan Fregoso, Claudia I. González, Gabriela E. Martinez
2020 — ch.
Filter Size Optimization on a Convolutional Neural Network Using FGSA.
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms
Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martínez
2020 — ch.
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
Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González
2020 — ch.
Optimal Number of Clusters Finding Using the Fireworks Algorithm.
Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine
Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González
2020 — ch.
Optimal Recognition Model Based on Convolutional Neural Networks and Fuzzy Gravitational Search Algorithm Method.
Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine
Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez
2020 J jnl
Optimization of Convolutional Neural Networks Using the Fuzzy Gravitational Search Algorithm.
J. Autom. Mob. Robotics Intell. Syst.
Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez
2019 J jnl
An approach for parameterized shadowed type-2 fuzzy membership functions applied in control applications.
Soft Comput.
Patricia Melin, Emanuel Ontiveros-Robles, Claudia I. González, Juan R. Castro, Oscar Castillo
2019 J jnl
Edge Detection Approach Based on Type-2 Fuzzy Images.
J. Multiple Valued Log. Soft Comput.
Claudia I. González, Patricia Melin, Juan R. Castro, Oscar Castillo
2019 J jnl
General Type-2 Fuzzy Sugeno Integral for Edge Detection.
J. Imaging
Gabriela E. Martínez, Claudia I. González, Olivia Mendoza, Patricia Melin
2017 J jnl
A fuzzy hierarchical operator in the grey wolf optimizer algorithm.
Appl. Soft Comput.
Luis Rodríguez, Oscar Castillo, José Soria, Patricia Melin, Fevrier Valdez, Claudia I. González, Gabriela E. Martinez, Jesus Soto
2017 J jnl
An Extension of the Fuzzy Possibilistic Clustering Algorithm Using Type-2 Fuzzy Logic Techniques.
Adv. Fuzzy Syst.
Elid Rubio, Oscar Castillo, Fevrier Valdez, Patricia Melin, Claudia I. González, Gabriela E. Martinez
2017 J jnl
Ant colony optimization with dynamic parameter adaptation based on interval type-2 fuzzy logic systems.
Appl. Soft Comput.
Frumen Olivas, Fevrier Valdez, Oscar Castillo, Claudia I. González, Gabriela E. Martinez, Patricia Melin
2017 J jnl
Edge Detection Method Based on General Type-2 Fuzzy Logic Applied to Color Images.
Inf.
Claudia I. González, Patricia Melin, Oscar Castillo
2017 — ch.
Fireworks Algorithm (FWA) with Adaptation of Parameters Using Fuzzy Logic.
Nature-Inspired Design of Hybrid Intelligent Systems
Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González
2017 J jnl
Fuzzy Fireworks Algorithm Based on a Sparks Dispersion Measure.
Algorithms
Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González
2017 — ch.
General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System.
Nature-Inspired Design of Hybrid Intelligent Systems
Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo
2017 J jnl
Interval type-2 fuzzy logic for dynamic parameter adaptation in the bat algorithm.
Soft Comput.
Jonathan Pérez, Fevrier Valdez, Oscar Castillo, Patricia Melin, Claudia I. González, Gabriela E. Martinez
2017 B conf
Iterative fireworks algorithm with fuzzy coefficients.
FUZZ-IEEE
Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González, Oscar Castillo
2017 J jnl
Review of Recent Type-2 Fuzzy Image Processing Applications.
Inf.
Oscar Castillo, Mauricio A. Sanchez, Claudia I. González, Gabriela E. Martinez
2017 — conf
Toward General Type-2 Fuzzy Logic Systems Based on Shadowed Sets.
EUSFLAT/IWIFSGN (2)
Claudia I. González, Patricia Melin, Oscar Castillo, Daniela Juarez, Juan R. Castro
2017 — conf
Trajectory Optimization for an Autonomous Mobile Robot Using the Bat Algorithm.
NAFIPS
Jonathan Pérez, Patricia Melin, Oscar Castillo, Fevrier Valdez, Claudia I. González, Gabriela E. Martinez
2016 J jnl
An improved sobel edge detection method based on generalized type-2 fuzzy logic.
Soft Comput.
Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo
2016 B conf
Fuzzy FWA with dynamic adaptation of parameters.
CEC
Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González
2016 — conf
General Type-2 fuzzy edge detectors applied to face recognition systems.
NAFIPS
Patricia Melin, Oscar Castillo, Claudia I. González, Juan R. Castro, Olivia Mendoza
2016 B conf
General type-2 fuzzy edge detector applied on face recognition system using neural networks.
FUZZ-IEEE
Claudia I. González, Juan R. Castro, Olivia Mendoza, Patricia Melin
2016 J jnl
Optimization of interval type-2 fuzzy systems for image edge detection.
Appl. Soft Comput.
Claudia I. González, Patricia Melin, Juan R. Castro, Oscar Castillo, Olivia Mendoza
2016 J jnl
Review of Recent Type-2 Fuzzy Controller Applications.
Algorithms
Kevin Tai, Abdul-Rahman El-Sayed, Mohammad Biglarbegian, Claudia I. González, Oscar Castillo, Shohel Mahmud
2015 — ch.
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
Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo
2015 B conf
Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems.
CEC
Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo
2015 — conf
Edge detection method based on Interval type-2 fuzzy systems for color images.
NAFIPS/WConSC
Claudia I. González, Juan R. Castro, Olivia Mendoza, Antonio Rodríguez-Díaz, Patricia Melin, Oscar Castillo
2014 J jnl
Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic.
IEEE Trans. Fuzzy Syst.
Patricia Melin, Claudia I. González, Juan R. Castro, Olivia Mendoza, Oscar Castillo
2014 — conf
Optimization by Cuckoo Search of Interval Type-2 Fuzzy Logic Systems for Edge Detection.
WCSC
Claudia I. González, Juan R. Castro, Olivia Mendoza, Patricia Melin, Oscar Castillo
2013 — conf
A new approach based on generalized type-2 fuzzy logic for edge detection.
IFSA/NAFIPS
Claudia I. González, Juan R. Castro, Gabriela E. Martinez, Patricia Melin, Oscar Castillo
2013 — conf
An edge detection method based on generalized type-2 fuzzy logic.
T2FUZZ
Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo
2007 — ch.
Modular Neural Networks and Fuzzy Sugeno Integral for Pattern Recognition: The Case of Human Face and Fingerprint.
Hybrid Intelligent Systems
Patricia Melin, Claudia I. González, Diana Bravo, Felma Gonzalez, Gabriela E. Martinez
2005 B conf
Face recognition using modular neural networks and fuzzy Sugeno integral for response integration.
IJCNN
Patricia Melin, Claudia I. González, Felma Gonzalez, Oscar Castillo
2004 Misc conf
Modular Neural Networks and Fuzzy Sugeno Integral for Face and Fingerprint Recognition.
WSC
Patricia Melin, Claudia I. González, Diana Bravo, Felma Gonzalez, Gabriela E. Martinez
2004 Misc conf
Modular Neural Networks with Fuzzy Sugeno Integral Response Integration for Face and Fingerprint Recognition.
IC-AI
Patricia Melin, Alejandra Mancilla, Claudia I. González, Diana Bravo