Patricia Melin

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 154

Top Venues

Publications

Ivette Miramontes, Patricia Melin
Enhancing Dynamic Parameter Adaptation in the Bird Swarm Algorithm Using General Type-2 Fuzzy Analysis and Mathematical Functions. Axioms 12 (9) (2024)
Patricia Melin, Daniela Sánchez, Oscar Castillo
Interval Type-3 Fuzzy Inference System Design for Medical Classification Using Genetic Algorithms. Axioms 13 (1) (2024)
Martha Ramirez, Patricia Melin
A New Interval Type-2 Fuzzy Aggregation Approach for Combining Multiple Neural Networks in Clustering and Prediction of Time Series. Int. J. Fuzzy Syst. 25 (3) (2023)
Patricia Melin, Oscar Castillo
An Interval Type-3 Fuzzy-Fractal Approach for Plant Monitoring. Axioms 12 (8) (2023)
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)
Cinthia Peraza, Oscar Castillo, Patricia Melin, Juan R. Castro, Jin Hee Yoon, Zong Woo Geem
A Type-3 Fuzzy Parameter Adjustment in Harmony Search for the Parameterization of Fuzzy Controllers. Int. J. Fuzzy Syst. 25 (6) (2023)
Oscar Castillo, Juan R. Castro, Patricia Melin
Forecasting the COVID-19 with Interval Type-3 Fuzzy Logic and the Fractal Dimension. Int. J. Fuzzy Syst. 25 (1) (2023)
Martha Ramirez, Patricia Melin, Oscar Castillo
Interval Type-3 Fuzzy Aggregation for Hybrid-Hierarchical Neural Classification and Prediction Models in Decision-Making. Axioms 12 (10) (2023)
Oscar Castillo, Juan R. Castro, Patricia Melin
A Methodology for Building of Interval and General Type-2 Fuzzy Systems Based on the Principle of Justifiable Granularity. J. Multiple Valued Log. Soft Comput. 40 (3-4) (2023)
Leticia Amador-Angulo, Oscar Castillo, Juan R. Castro, Patricia Melin
A New Approach for Interval Type-3 Fuzzy Control of Nonlinear Plants. Int. J. Fuzzy Syst. 25 (4) (2023)
Patricia Ochoa, Oscar Castillo, Patricia Melin, Juan Ramón Castro
Interval Type-3 Fuzzy Differential Evolution for Parameterization of Fuzzy Controllers. Int. J. Fuzzy Syst. 25 (4) (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)
Oscar Castillo, Patricia Melin
Proposal for Mediative Fuzzy Control: From Type-1 to Type-3. Symmetry 15 (10) (2023)
Patricia Ochoa, Cinthia Peraza, Oscar Castillo, Patricia Melin
Generalized Type 2 Fuzzy Differential Evolution Applied to a Sugeno Controller. Axioms 12 (2) (2023)
Fevrier Valdez, Patricia Melin
A review on quantum computing and deep learning algorithms and their applications. Soft Comput. 27 (18) (2023)
Martha Ramirez, Patricia Melin
A New Perspective for Multivariate Time Series Decision Making through a Nested Computational Approach Using Type-2 Fuzzy Integration. Axioms 12 (4) (2023)
Martha Pulido, Patricia Melin
Ensemble Recurrent Neural Network using Genetic Algorithm applied in Times Series Prediction. Computación y Sistemas 26 (2) (2022)
Oscar Castillo, Juan R. Castro, Patricia Melin
Interval Type-3 Fuzzy Control for Automated Tuning of Image Quality in Televisions. Axioms 11 (6) (2022)
Ivette Miramontes, Patricia Melin
Interval Type-2 Fuzzy Approach for Dynamic Parameter Adaptation in the Bird Swarm Algorithm for the Optimization of Fuzzy Medical Classifier. Axioms 11 (9) (2022)
Oscar Castillo, Juan R. Castro, Patricia Melin
Interval Type-3 Fuzzy Aggregation of Neural Networks for Multiple Time Series Prediction: The Case of Financial Forecasting. Axioms 11 (6) (2022)
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)
Paula Hernández Hernández, Laura Cruz Reyes, Patricia Melin, Norberto Castillo-García, Claudia Guadalupe Gómez Santillán
A Hybrid Hyperheuristic Approach for the Containership Stowage Problem Considering the Ship Stability. MICAI (1) (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)
Oscar Castillo, Juan R. Castro, Patricia Melin
Interval type-3 fuzzy fractal approach in sound speaker quality control evaluation. Eng. Appl. Artif. Intell. 116 (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)
Oscar Castillo, Juan R. Castro, Patricia Melin
A methodology for building interval type-3 fuzzy systems based on the principle of justifiable granularity. Int. J. Intell. Syst. 37 (10) (2022)
Yutzil Poma, Patricia Melin
Adaptation of Number of Filters in the Convolution Layer of a Convolutional Neural Network Using the Fuzzy Gravitational Search Algorithm Method and Type-1 Fuzzy Logic. Computación y Sistemas 26 (2) (2022)
Oscar Castillo, Juan R. Castro, Martha Pulido, Patricia Melin
Interval type-3 fuzzy aggregators for ensembles of neural networks in COVID-19 time series prediction. Eng. Appl. Artif. Intell. 114 (2022)
Patricia Melin, Ivette Miramontes, Oscar R. Carvajal, German Prado-Arechiga
Fuzzy dynamic parameter adaptation in the bird swarm algorithm for neural network optimization. Soft Comput. 26 (18) (2022)
Patricia Melin, Daniela Sánchez, Martha Pulido, Oscar Castillo
Convolutional Neural Network Design Using a Particle Swarm Optimization for Face Recognition. HIS (2021)
Sergio Varela-Santos, Patricia Melin
A new modular neural network approach with fuzzy response integration for lung disease classification based on multiple objective feature optimization in chest X-ray images. Expert Syst. Appl. 168 (2021)
Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin
Comparison of Image Pre-processing for Classifying Diabetic Retinopathy Using Convolutional Neural Networks. HIS (2021)
Oscar R. Carvajal, Patricia Melin, Ivette Miramontes, German Prado-Arechiga
Optimal design of a general type-2 fuzzy classifier for the pulse level and its hardware implementation. Eng. Appl. Artif. Intell. 97 (2021)
Fevrier Valdez, Oscar Castillo, Patricia Melin
Bio-Inspired Algorithms and Its Applications for Optimization in Fuzzy Clustering. Algorithms 14 (4) (2021)
Sergio Varela-Santos, Patricia Melin
A new approach for classifying coronavirus COVID-19 based on its manifestation on chest X-rays using texture features and neural networks. Inf. Sci. 545 (2021)
Emanuel Ontiveros-Robles, Oscar Castillo, Patricia Melin
Towards asymmetric uncertainty modeling in designing General Type-2 Fuzzy classifiers for medical diagnosis. Expert Syst. Appl. 183 (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)
Patricia Ochoa, Oscar Castillo, Patricia Melin, José Soria
Differential Evolution with Shadowed and General Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Optimal Design of Fuzzy Controllers. Axioms 10 (3) (2021)
Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo
An Efficient High-Order α-Plane Aggregation in General Type-2 Fuzzy Systems Using Newton-Cotes Rules. Int. J. Fuzzy Syst. 23 (4) (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)
Emanuel Ontiveros-Robles, Oscar Castillo, Patricia Melin
An approach for non-singleton generalized Type-2 fuzzy classifiers. J. Intell. Fuzzy Syst. 39 (5) (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)
Oscar Castillo, Denisse Hidalgo, Leticia Cervantes, Patricia Melin, Ricardo Martínez-Soto
Fuzzy Parameter Adaptation in Genetic Algorithms for the Optimization of Fuzzy Integrators in Modular Neural Networks for Multimodal Biometry. Computación y Sistemas 24 (3) (2020)
Oscar Castillo, Prometeo Cortés-Antonio, Patricia Melin, Fevrier Valdez
Type-2 fuzzy control for line following using line detection images. J. Intell. Fuzzy Syst. 39 (5) (2020)
Juan E. Moreno, Mauricio A. Sanchez, Olivia Mendoza, Antonio Rodríguez Díaz, Oscar Castillo, Patricia Melin, Juan R. Castro
Design of an interval Type-2 fuzzy model with justifiable uncertainty. Inf. Sci. 513 (2020)
Patricia Melin, Ivette Miramontes, Oscar R. Carvajal, German Prado-Arechiga
Optimization of Neural Network Models for Estimating the Risk of Developing Hypertension Using Bio-inspired Algorithms. NAFIPS (2020)
Oscar Castillo, Pranab K. Muhuri, Patricia Melin, Pietari Pulkkinen
Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems. Eng. Appl. Artif. Intell. 90 (2020)
Fevrier Valdez, Yunkio Kawano, Patricia Melin
Toward the Best Combination of Optimization with Fuzzy Systems to Obtain the Best Solution for the GA and PSO Algorithms Using Parallel Processing. J. Autom. Mob. Robotics Intell. Syst. 14 (1) (2020)
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)
Emanuel Ontiveros, Patricia Melin, Oscar Castillo
Designing hybrid classifiers based on general type-2 fuzzy logic and support vector machines. Soft Comput. 24 (23) (2020)
Emanuel Ontiveros, Patricia Melin, Oscar Castillo
Comparative study of interval Type-2 and general Type-2 fuzzy systems in medical diagnosis. Inf. Sci. 525 (2020)
Fevrier Valdez, Oscar Castillo, Prometeo Cortés-Antonio, Patricia Melin
A survey of Type-2 fuzzy logic controller design using nature inspired optimization. J. Intell. Fuzzy Syst. 39 (5) (2020)
Emanuel Ontiveros-Robles, Patricia Melin
Toward a development of general type-2 fuzzy classifiers applied in diagnosis problems through embedded type-1 fuzzy classifiers. Soft Comput. 24 (1) (2020)
Eduardo Ramírez, Patricia Melin, German Prado-Arechiga
Toward Improving the Fuzzy KNN Algorithm Based on Takagi-Sugeno Fuzzy Inference System. NAFIPS (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)
Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo
Relevance of Polynomial Order in Takagi-Sugeno Fuzzy Inference Systems Applied in Diagnosis Problems. FUZZ-IEEE (2019)
Adrian Rubio Solis, Patricia Melin, Uriel Martinez-Hernandez, George Panoutsos
General Type-2 Radial Basis Function Neural Network: A Data-Driven Fuzzy Model. IEEE Trans. Fuzzy Syst. 27 (2) (2019)
Oscar Castillo, Patricia Melin
An Approach for Optimization of Intuitionistic and Type-2 Fuzzy Systems in Pattern Recognition Applications. FUZZ-IEEE (2019)
Oscar Castillo, Patricia Melin, Emanuel Ontiveros, Cinthia Peraza, Patricia Ochoa, Fevrier Valdez, Jose Soria
A high-speed interval type 2 fuzzy system approach for dynamic parameter adaptation in metaheuristics. Eng. Appl. Artif. Intell. 85 (2019)
Jesus Soto, Oscar Castillo, Patricia Melin, Witold Pedrycz
A New Approach to Multiple Time Series Prediction Using MIMO Fuzzy Aggregation Models with Modular Neural Networks. Int. J. Fuzzy Syst. 21 (5) (2019)
Leticia Luna-Lobano, Prometeo Cortés-Antonio, Oscar Castillo, Patricia Melin
Comparative Study of P, PI, Fuzzy and Fuzzy PI Controllers in Position Control for Omnidirectional Robots. MICAI (2019)
Juan Carlos Guzmán, Ivette Miramontes, Patricia Melin, German Prado-Arechiga
Optimal Genetic Design of Type-1 and Interval Type-2 Fuzzy Systems for Blood Pressure Level Classification. Axioms 8 (1) (2019)
Eduardo Ramírez, Patricia Melin, German Prado-Arechiga
Hybrid model based on neural networks, type-1 and type-2 fuzzy systems for 2-lead cardiac arrhythmia classification. Expert Syst. Appl. 126 (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)
Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo, Jose Gonzalez
Design and FPGA Implementation of Real-Time Edge Detectors Based on Interval Type-2 Fuzzy Systems. J. Multiple Valued Log. Soft Comput. 33 (4-5) (2019)
Emanuel Ontiveros-Robles, Patricia Melin
A hybrid design of shadowed type-2 fuzzy inference systems applied in diagnosis problems. Eng. Appl. Artif. Intell. 86 (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)
Oscar Castillo, Patricia Melin, Fevrier Valdez, Jose Soria, Emanuel Ontiveros-Robles, Cinthia Peraza, Patricia Ochoa
Shadowed Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Harmony Search and Differential Evolution Algorithms. Algorithms 12 (1) (2019)
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro, Alain Manzo-Martinez
PSO with Dynamic Adaptation of Parameters for Optimization in Neural Networks with Interval Type-2 Fuzzy Numbers Weights. Axioms 8 (1) (2019)
Frumen Olivas, Fevrier Valdez, Patricia Melin, Alberto Sombra, Oscar Castillo
Interval type-2 fuzzy logic for dynamic parameter adaptation in a modified gravitational search algorithm. Inf. Sci. 476 (2019)
Fevrier Valdez, Patricia Melin, Oscar Castillo
Optimization of Modular Neural Networks for Pattern Recognition with Parallel Genetic Algorithms. MICAI (2019)
Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo
Comparative Analysis of Type-1 Fuzzy Inference Systems with Different Sugeno Polynomial Orders Applied to Diagnosis Problems. IFSA/NAFIPS (2019)
Jesus Soto, Patricia Melin, Oscar Castillo
A New Approach for Time Series Prediction Using Ensembles of IT2FNN Models with Optimization of Fuzzy Integrators. Int. J. Fuzzy Syst. 20 (3) (2018)
Patricia Melin, Daniela Sánchez
Multi-objective optimization for modular granular neural networks applied to pattern recognition. Inf. Sci. (2018)
Cinthia Peraza, Fevrier Valdez, Oscar Castillo, Patricia Melin
A Fuzzy Harmony Search Algorithm for the Optimization of a Benchmark Set of Functions. MICAI (1) (2018)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Comparison of Neural Network Models Applied to Human Recognition. SOFA (1) (2018)
Emanuel Ontiveros, Patricia Melin, Oscar Castillo
High order α-planes integration: A new approach to computational cost reduction of General Type-2 Fuzzy Systems. Eng. Appl. Artif. Intell. 74 (2018)
Emer Bernal, Oscar Castillo, Jose Soria, Fevrier Valdez, Patricia Melin
A variant to the dynamic adaptation of parameters in galactic swarm optimization using a fuzzy logic augmentation. FUZZ-IEEE (2018)
Ivette Miramontes, Juan Carlos Guzman, Patricia Melin, German Prado-Arechiga
Optimal Design of Interval Type-2 Fuzzy Heart Rate Level Classification Systems Using the Bird Swarm Algorithm. Algorithms 11 (12) (2018)
Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo
Comparative analysis of noise robustness of type 2 fuzzy logic controllers. Kybernetika 54 (1) (2018)
Martha Pulido, Patricia Melin, Olivia Mendoza
Optimization of Ensemble Neural Networks with Type-1 and Interval Type-2 Fuzzy Integration for Forecasting the Taiwan Stock Exchange. Advances in Data Analysis with Computational Intelligence Methods (2018)
Marylu L. Lagunes, Oscar Castillo, Fevrier Valdez, Jose Soria, Patricia Melin
Parameter Optimization for Membership Functions of Type-2 Fuzzy Controllers for Autonomous Mobile Robots Using the Firefly Algorithm. NAFIPS (2018)
Patricia Melin, Eduardo Ramírez, German Prado-Arechiga
A new variant of Fuzzy K-Nearest Neighbor using Interval Type-2 Fuzzy Logic. FUZZ-IEEE (2018)
Sotir Sotirov, Evdokia Sotirova, Vassia Atanassova, Krassimir T. Atanassov, Oscar Castillo, Patricia Melin, Todor Petkov, Stanimir Surchev
A Hybrid Approach for Modular Neural Network Design Using Intercriteria Analysis and Intuitionistic Fuzzy Logic. Complex. 2018 (2018)
Patricia Melin, Ivette Miramontes, German Prado-Arechiga
A hybrid model based on modular neural networks and fuzzy systems for classification of blood pressure and hypertension risk diagnosis. Expert Syst. Appl. 107 (2018)
Ivette Miramontes, Patricia Melin, German Prado-Arechiga
Fuzzy System for Classification of Nocturnal Blood Pressure Profile and Its Optimization with the Crow Search Algorithm. SOFA (2) (2018)
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)
Ivette Miramontes, Gabriela E. Martinez, Patricia Melin, German Prado-Arechiga
A Hybrid Intelligent System Model for Hypertension Risk Diagnosis. NAFIPS (2017)
Cinthia Peraza, Fevrier Valdez, Patricia Melin
Optimization of Intelligent Controllers Using a Type-1 and Interval Type-2 Fuzzy Harmony Search Algorithm. Algorithms 10 (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)
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro
Optimization of Deep Neural Network for Recognition with Human Iris Biometric Measure. NAFIPS (2017)
Daniela Sánchez, Patricia Melin, Oscar Castillo
Fuzzy Adaptation for Particle Swarm Optimization for Modular Neural Networks Applied to Iris Recognition. NAFIPS (2017)
Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo
New Methodology to Approximate Type-Reduction Based on a Continuous Root-Finding Karnik Mendel Algorithm. Algorithms 10 (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)
Daniela Sánchez, Patricia Melin, Oscar Castillo
A Grey Wolf Optimizer for Modular Granular Neural Networks for Human Recognition. Comput. Intell. Neurosci. 2017 (2017)
Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González
Fuzzy Fireworks Algorithm Based on a Sparks Dispersion Measure. Algorithms 10 (3) (2017)
Juan Carlos Guzman, Patricia Melin, German Prado-Arechiga
Design of an Optimized Fuzzy Classifier for the Diagnosis of Blood Pressure with a New Computational Method for Expert Rule Optimization. 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)
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo, Juan R. Castro
Comparison of T-Norms and S-Norms for Interval Type-2 Fuzzy Numbers in Weight Adjustment for Neural Networks. Inf. 8 (3) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Patricia Melin