Daniela Sánchez

42 papers B 3C 4Journal 17Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Design of Interval Type-3 Fuzzy Inference Systems for Medical Classification using a Salp Swarm Algorithm.
Computación y Sistemas (CyS)
Daniela Sánchez
2026 J jnl
Optimal Genetic Design of Interval Type-3 Fuzzy Aggregators for Modular Neural Networks Applied to Human Recognition.
Int. J. Fuzzy Syst.
Daniela Sánchez, Patricia Melin, Oscar Castillo, Juan R. Castro
2025 J jnl
Adaptive Learning Rate Adjustment via Type-2 Fuzzy Logic in Convolutional Neural Networks for Diabetic Retinopathy Detection and Classification.
Computación y Sistemas (CyS)
Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin
2024 J jnl
Adjustment of Convolutional and Hidden Layers Using Type-1 Fuzzy Logic Applied to Diabetic Retinopathy Classification.
Computación y Sistemas (CyS)
Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin
2024 J jnl
Interval Type-3 Fuzzy Inference System Design for Medical Classification Using Genetic Algorithms.
Axioms
Patricia Melin, Daniela Sánchez, Oscar Castillo
2023 J jnl
A Comprehensive Survey on Electronic Design Automation and Graph Neural Networks: Theory and Applications.
ACM Trans. Design Autom. Electr. Syst.
Daniela Sánchez, Lorenzo Servadei, Gamze Naz Kiprit, Robert Wille, Wolfgang Ecker
2022 J jnl
Comparison of optimization algorithms based on swarm intelligence applied to convolutional neural networks for face recognition.
Int. J. Hybrid Intell. Syst.
Patricia Melin, Daniela Sánchez, Oscar Castillo
2022 J jnl
Design of Type-3 Fuzzy Systems and Ensemble Neural Networks for COVID-19 Time Series Prediction Using a Firefly Algorithm.
Axioms
Patricia Melin, Daniela Sánchez, Juan R. Castro, Oscar Castillo
2022 J jnl
Hierarchical genetic optimization of convolutional neural models for diabetic retinopathy classification.
Int. J. Hybrid Intell. Syst.
Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin
2021 C conf
Comparison of Image Pre-processing for Classifying Diabetic Retinopathy Using Convolutional Neural Networks.
HIS
Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin
2021 C conf
Convolutional Neural Network Design Using a Particle Swarm Optimization for Face Recognition.
HIS
Patricia Melin, Daniela Sánchez, Martha Pulido, Oscar Castillo
2021 — ch.
Genetic Optimization of Ensemble Neural Network Architectures for Prediction of COVID-19 Confirmed and Death Cases.
Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms
Julio C. Mónica, Patricia Melin, Daniela Sánchez
2021 J jnl
Optimal design of type-2 fuzzy systems for diabetes classification based on genetic algorithms.
Int. J. Hybrid Intell. Syst.
Patricia Melin, Daniela Sánchez
2020 J jnl
Comparison of particle swarm optimization variants with fuzzy dynamic parameter adaptation for modular granular neural networks for human recognition.
J. Intell. Fuzzy Syst.
Daniela Sánchez, Patricia Melin, Oscar Castillo
2020 C conf
Optimal Design of a Fuzzy System with a Real-Coded Genetic Algorithm for Diabetes Classification.
HIS
Julio C. Mónica, Patricia Melin, Daniela Sánchez
2019 — conf
Free Mechanical Vibrations Models via p-fuzzy Systems.
EUSFLAT Conf.
Laécio C. Barros, Daniela Sánchez, Rodolfo Anibal Lobo, Estevão Esmi
2018 — conf
Comparison of Neural Network Models Applied to Human Recognition.
SOFA (1)
Daniela Sánchez, Patricia Melin, Oscar Castillo
2018 J jnl
Multi-objective optimization for modular granular neural networks applied to pattern recognition.
Inf. Sci.
Patricia Melin, Daniela Sánchez
2018 — ch.
Partially-Connected Artificial Neural Networks Developed by Grammatical Evolution for Pattern Recognition Problems.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Olga Quiroz-Ramírez, Andrés Espinal, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Daniela Sánchez, Héctor José Puga Soberanes, Martín Carpio, Luís Ernesto Mancilla-Espinoza, Janet Ortíz-López
2017 C conf
A Grey Wolf Optimization Algorithm for Modular Granular Neural Networks Applied to Iris Recognition.
HIS
Patricia Melin, Daniela Sánchez
2017 J jnl
A Grey Wolf Optimizer for Modular Granular Neural Networks for Human Recognition.
Comput. Intell. Neurosci.
Daniela Sánchez, Patricia Melin, Oscar Castillo
2017 — ch.
Comparison of Optimization Techniques for Modular Neural Networks Applied to Human Recognition.
Nature-Inspired Design of Hybrid Intelligent Systems
Daniela Sánchez, Patricia Melin, Juan Martín Carpio Valadez, Héctor Puga
2017 — conf
Fuzzy Adaptation for Particle Swarm Optimization for Modular Neural Networks Applied to Iris Recognition.
NAFIPS
Daniela Sánchez, Patricia Melin, Oscar Castillo
2017 J jnl
Optimization of modular granular neural networks using a firefly algorithm for human recognition.
Eng. Appl. Artif. Intell.
Daniela Sánchez, Patricia Melin, Oscar Castillo
2017 — conf
Particle Swarm Optimization with Fuzzy Dynamic Parameters Adaptation for Modular Granular Neural Networks.
EUSFLAT/IWIFSGN (3)
Daniela Sánchez, Patricia Melin, Oscar Castillo
2016 B conf
A firefly algorithm for modular granular neural networks optimization applied to iris recognition.
IJCNN
Daniela Sánchez, Patricia Melin, Juan Martín Carpio, Héctor Puga
2015 — ch.
Modular Neural Networks for Time Series Prediction Using Type-1 Fuzzy Logic Integration.
Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization
Daniela Sánchez, Patricia Melin
2015 J jnl
Optimization of modular granular neural networks using a hierarchical genetic algorithm based on the database complexity applied to human recognition.
Inf. Sci.
Daniela Sánchez, Patricia Melin, Oscar Castillo
2014 — conf
Fuzzy System Optimization Using a Hierarchical Genetic Algorithm Applied to Pattern Recognition.
IEEE Conf. on Intelligent Systems (2)
Daniela Sánchez, Patricia Melin, Oscar Castillo
2014 — conf
Hierarchical Genetic Algorithms for Fuzzy Inference System Optimization Applied to Response Integration for Pattern Recognition.
MICAI (2)
Daniela Sánchez, Patricia Melin, Oscar Castillo
2014 — ch.
Hierarchical Genetic Algorithms for Type-2 Fuzzy System Optimization Applied to Pattern Recognition and Fuzzy Control.
Recent Advances on Hybrid Approaches for Designing Intelligent Systems
Daniela Sánchez, Patricia Melin
2014 — conf
Optimization of Type-1 and Type-2 Fuzzy Systems Applied to Pattern Recognition.
WCSC
Daniela Sánchez, Patricia Melin, Oscar Castillo
2014 J jnl
Optimization of modular granular neural networks using hierarchical genetic algorithms for human recognition using the ear biometric measure.
Eng. Appl. Artif. Intell.
Daniela Sánchez, Patricia Melin
2013 — conf
Hierarchical Genetic Algorithm for Type-2 fuzzy Integration applied to Human Recognition.
IFSA/NAFIPS
Daniela Sánchez, Patricia Melin
2013 B conf
Modular granular neural networks optimization with Multi-Objective Hierarchical Genetic Algorithm for human recognition based on iris biometric.
IEEE Congress on Evolutionary Computation
Daniela Sánchez, Patricia Melin, Oscar Castillo, Fevrier Valdez
2013 — ch.
Multi-Objective Hierarchical Genetic Algorithm for Modular Granular Neural Network Optimization.
Soft Computing Applications in Optimization, Control, and Recognition
Daniela Sánchez, Patricia Melin
2013 — ch.
Multi-Objective Hierarchical Genetic Algorithm for Modular Neural Network Optimization Using a Granular Approach.
Recent Advances on Hybrid Intelligent Systems
Daniela Sánchez, Patricia Melin
2012 J jnl
Genetic optimization of modular neural networks with fuzzy response integration for human recognition.
Inf. Sci.
Patricia Melin, Daniela Sánchez, Oscar Castillo
2012 — conf
Modular Neural Networks Optimization with Hierarchical Genetic Algorithms with Fuzzy Response Integration for Pattern Recognition.
MICAI (2)
Daniela Sánchez, Patricia Melin, Oscar Castillo, Fevrier Valdez
2011 — conf
A New Model of Modular Neural Networks with Fuzzy Granularity for Pattern Recognition and Its Optimization with Hierarchical Genetic Algorithms.
MICAI (2)
Daniela Sánchez, Patricia Melin, Oscar Castillo
2011 B conf
Hierarchical genetic optimization of modular neural networks and their type-2 fuzzy response integrators for human recognition based on multimodal biometry.
IJCNN
Daniela Sánchez, Patricia Melin, Oscar Castillo
2010 — ch.
Modular Neural Network with Fuzzy Integration and Its Optimization Using Genetic Algorithms for Human Recognition Based on Iris, Ear and Voice Biometrics.
Soft Computing for Recognition Based on Biometrics
Daniela Sánchez, Patricia Melin