Daniela Sánchez

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Human Recognition

Genetic Algorithm

Top Venues

Int. J. Hybrid Intell. Syst.

Publications

Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin
Adjustment of Convolutional and Hidden Layers Using Type-1 Fuzzy Logic Applied to Diabetic Retinopathy Classification. Computación y Sistemas (CyS) 28 (2) (2024)
Patricia Melin, Daniela Sánchez, Oscar Castillo
Interval Type-3 Fuzzy Inference System Design for Medical Classification Using Genetic Algorithms. Axioms 13 (1) (2024)
Patricia Melin, Daniela Sánchez, Julio Cesar Mónica, Oscar Castillo
Optimization using the firefly algorithm of ensemble neural networks with type-2 fuzzy integration for COVID-19 time series prediction. Soft Comput. 27 (6) (2023)
Daniela Sánchez, Lorenzo Servadei, Gamze Naz Kiprit, Robert Wille, Wolfgang Ecker
A Comprehensive Survey on Electronic Design Automation and Graph Neural Networks: Theory and Applications. ACM Trans. Design Autom. Electr. Syst. 28 (2) (2023)
Patricia Melin, Julio C. Mónica, Daniela Sánchez, Oscar Castillo
A new prediction approach of the COVID-19 virus pandemic behavior with a hybrid ensemble modular nonlinear autoregressive neural network. Soft Comput. 27 (5) (2023)
Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin
Hierarchical genetic optimization of convolutional neural models for diabetic retinopathy classification. Int. J. Hybrid Intell. Syst. 18 (1-2) (2022)
Patricia Melin, Daniela Sánchez, Oscar Castillo
Comparison of optimization algorithms based on swarm intelligence applied to convolutional neural networks for face recognition. Int. J. Hybrid Intell. Syst. 18 (3-4) (2022)
Patricia Melin, Daniela Sánchez, Juan R. Castro, Oscar Castillo
Design of Type-3 Fuzzy Systems and Ensemble Neural Networks for COVID-19 Time Series Prediction Using a Firefly Algorithm. Axioms 11 (8) (2022)
Patricia Melin, Daniela Sánchez, Martha Pulido, Oscar Castillo
Convolutional Neural Network Design Using a Particle Swarm Optimization for Face Recognition. HIS (2021)
Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin
Comparison of Image Pre-processing for Classifying Diabetic Retinopathy Using Convolutional Neural Networks. HIS (2021)
Patricia Melin, Daniela Sánchez
Optimal design of type-2 fuzzy systems for diabetes classification based on genetic algorithms. Int. J. Hybrid Intell. Syst. 17 (1-2) (2021)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Comparison of particle swarm optimization variants with fuzzy dynamic parameter adaptation for modular granular neural networks for human recognition. J. Intell. Fuzzy Syst. 38 (3) (2020)
Julio C. Mónica, Patricia Melin, Daniela Sánchez
Optimal Design of a Fuzzy System with a Real-Coded Genetic Algorithm for Diabetes Classification. HIS (2020)
Laécio C. Barros, Daniela Sánchez, Rodolfo Anibal Lobo, Estevão Esmi
Free Mechanical Vibrations Models via p-fuzzy Systems. EUSFLAT Conf. (2019)
Patricia Melin, Daniela Sánchez
Multi-objective optimization for modular granular neural networks applied to pattern recognition. Inf. Sci. (2018)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Comparison of Neural Network Models Applied to Human Recognition. SOFA (1) (2018)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Fuzzy Adaptation for Particle Swarm Optimization for Modular Neural Networks Applied to Iris Recognition. NAFIPS (2017)
Daniela Sánchez, Patricia Melin, Oscar Castillo
A Grey Wolf Optimizer for Modular Granular Neural Networks for Human Recognition. Comput. Intell. Neurosci. 2017 (2017)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Particle Swarm Optimization with Fuzzy Dynamic Parameters Adaptation for Modular Granular Neural Networks. EUSFLAT/IWIFSGN (3) (2017)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Optimization of modular granular neural networks using a firefly algorithm for human recognition. Eng. Appl. Artif. Intell. 64 (2017)
Patricia Melin, Daniela Sánchez
A Grey Wolf Optimization Algorithm for Modular Granular Neural Networks Applied to Iris Recognition. HIS (2017)
Daniela Sánchez, Patricia Melin, Juan Martín Carpio, Héctor Puga
A firefly algorithm for modular granular neural networks optimization applied to iris recognition. IJCNN (2016)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Optimization of modular granular neural networks using a hierarchical genetic algorithm based on the database complexity applied to human recognition. Inf. Sci. 309 (2015)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Fuzzy System Optimization Using a Hierarchical Genetic Algorithm Applied to Pattern Recognition. IEEE Conf. on Intelligent Systems (2) (2014)
Daniela Sánchez, Patricia Melin
Optimization of modular granular neural networks using hierarchical genetic algorithms for human recognition using the ear biometric measure. Eng. Appl. Artif. Intell. 27 (2014)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Hierarchical Genetic Algorithms for Fuzzy Inference System Optimization Applied to Response Integration for Pattern Recognition. MICAI (2) (2014)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Optimization of Type-1 and Type-2 Fuzzy Systems Applied to Pattern Recognition. WCSC (2014)
Daniela Sánchez, Patricia Melin
Hierarchical Genetic Algorithm for Type-2 fuzzy Integration applied to Human Recognition. IFSA/NAFIPS (2013)
Daniela Sánchez, Patricia Melin, Oscar Castillo, Fevrier Valdez
Modular granular neural networks optimization with Multi-Objective Hierarchical Genetic Algorithm for human recognition based on iris biometric. IEEE Congress on Evolutionary Computation (2013)
Daniela Sánchez, Patricia Melin, Oscar Castillo, Fevrier Valdez
Modular Neural Networks Optimization with Hierarchical Genetic Algorithms with Fuzzy Response Integration for Pattern Recognition. MICAI (2) (2012)
Patricia Melin, Daniela Sánchez, Oscar Castillo
Genetic optimization of modular neural networks with fuzzy response integration for human recognition. Inf. Sci. 197 (2012)
Daniela Sánchez, Patricia Melin, Oscar Castillo
A New Model of Modular Neural Networks with Fuzzy Granularity for Pattern Recognition and Its Optimization with Hierarchical Genetic Algorithms. MICAI (2) (2011)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Hierarchical genetic optimization of modular neural networks and their type-2 fuzzy response integrators for human recognition based on multimodal biometry. IJCNN (2011)