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Viewing Publication 1 - 100 from 589

2024

A Survey on Type-3 Fuzzy Logic Systems and Their Control ApplicationsOscar Castillo 0001, Fevrier Valdez, Patricia Melin, Weiping Ding 0002. ieeejas, 11(8):1744-1756, August 2024. [doi]

Towards Designing Interval Type-3 Fuzzy PID ControllersOscar Castillo 0001, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, editors, New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. Volume 1149 of Studies in Computational Intelligence, pages 47-52, Springer, 2024. [doi]

Towards Interval Type-3 Fuzzy Parameter Adaptation in MetaheuristicsOscar Castillo 0001, Patricia Melin. In Patricia Melin, Oscar Castillo 0001, editors, New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. Volume 1146 of Studies in Computational Intelligence, pages 3-8, Springer, 2024. [doi]

Type-3 fuzzy dynamic adaptation of Bee colony optimization applied to mathematical functionsLeticia Amador-Angulo, Oscar Castillo 0001, Patricia Melin, Zong Woo Geem. fss, 489:109014, 2024. [doi]

A Comparison of Single-Based Versus Population-Based Search Algorithms in the Optimization of Fuzzy SystemsPrometeo Cortés Antonio, Patricia Melin, Fevrier Valdez, Oscar Castillo 0001. In Oscar Castillo 0001, Patricia Melin, editors, New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. Volume 1149 of Studies in Computational Intelligence, pages 285-295, Springer, 2024. [doi]

An Enhanced Fuzzy Hybrid of Fireworks and Grey Wolf Metaheuristic AlgorithmsJuan Barraza, Luis Rodríguez, Oscar Castillo 0001, Patricia Melin, Fevrier Valdez. axioms, 13(7):424, July 2024. [doi]

A Hybrid Fuzzy Fireworks and Grey Wolf Metaheuristic AlgorithmJuan Barraza, Luis Rodríguez, Fevrier Valdez, Patricia Melin, Oscar Castillo 0001. In Patricia Melin, Oscar Castillo 0001, editors, New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. Volume 1146 of Studies in Computational Intelligence, pages 195-210, Springer, 2024. [doi]

Adjustment of Convolutional and Hidden Layers Using Type-1 Fuzzy Logic Applied to Diabetic Retinopathy ClassificationRodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin. cys, 28(2), 2024. [doi]

Comparative Study of Gorilla Troops Optimizer and Stochastic Fractal Search with fuzzy dynamic parameter adaptationMarylu L. Lagunes, Ivette Miramontes, Oscar Castillo 0001, Patricia Melin. cys, 28(2), 2024. [doi]

Design of a Fuzzy PID Controller for the Balancing Problem of a Quadruped RobotJose Eduardo Lopez-Ramos, Oscar Castillo 0001, Patricia Melin. In Patricia Melin, Oscar Castillo 0001, editors, New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. Volume 1146 of Studies in Computational Intelligence, pages 55-60, Springer, 2024. [doi]

Interval Type-3 Fuzzy Inference System Design for Medical Classification Using Genetic AlgorithmsPatricia Melin, Daniela Sánchez, Oscar Castillo 0001. axioms, 13(1):5, January 2024. [doi]

Aggregation in Ensemble Neural Models with Type-3 and Intuitionistic Fuzzy LogicPatricia Melin, Oscar Castillo 0001. In Patricia Melin, Oscar Castillo 0001, editors, New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. Volume 1146 of Studies in Computational Intelligence, pages 73-83, Springer, 2024. [doi]

Enhancing Dynamic Parameter Adaptation in the Bird Swarm Algorithm Using General Type-2 Fuzzy Analysis and Mathematical FunctionsIvette Miramontes, Patricia Melin. axioms, 12(9):834, September 2024. [doi]

Parameter Exploration in the Artificial Gorilla Troops Optimizer AlgorithmIvette Miramontes, Patricia Melin. In Patricia Melin, Oscar Castillo 0001, editors, New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. Volume 1146 of Studies in Computational Intelligence, pages 183-193, Springer, 2024. [doi]

Towards an Efficient Approach for Mamdani Interval Type-3 Fuzzy Inference SystemsEmanuel Ontiveros, Patricia Melin, Oscar Castillo 0001. ijfs, 26(7):2172-2190, October 2024. [doi]

Prediction Using a Fuzzy Inference System in the Classification Layer of a Convolutional Neural Network Replacing the Softmax FunctionYutzil Poma, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, editors, New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. Volume 1149 of Studies in Computational Intelligence, pages 121-129, Springer, 2024. [doi]

Bird Swarm Algorithm and Particle Swarm Optimization in Ensemble Recurrent Neural Networks Optimization for Time Series PredictionMartha Pulido, Patricia Melin. cys, 28(2), 2024. [doi]

Radial Basis Function Neural Network for Time Series Prediction: The Case of Yen CurrencyMartha Pulido, Patricia Melin. In Patricia Melin, Oscar Castillo 0001, editors, New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. Volume 1146 of Studies in Computational Intelligence, pages 85-95, Springer, 2024. [doi]

Classification of Consumption Level in Developing Countries for Time Series Prediction Using a Hierarchical Nested Artificial Neural Network MethodMartha Ramirez, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, editors, New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. Volume 1149 of Studies in Computational Intelligence, pages 55-65, Springer, 2024. [doi]

Modular Perspective for Population and Gross National Income Time Series Prediction Using a Neural Network Model: A Case Study of OECD Member CountriesMartha Ramirez, Patricia Melin. In Patricia Melin, Oscar Castillo 0001, editors, New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. Volume 1146 of Studies in Computational Intelligence, pages 63-71, Springer, 2024. [doi]

A New Hybrid Approach for Clustering, Classification, and Prediction of World Development Indicators Combining General Type-2 Fuzzy Systems and Neural NetworksMartha Ramirez, Patricia Melin, Oscar Castillo 0001. axioms, 13(6):368, June 2024. [doi]

Type-2 Mamdani Fuzzy System Optimization for a Classification Ensemble with Black Widow OptimizerSergio Varela-Santos, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, editors, New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. Volume 1149 of Studies in Computational Intelligence, pages 31-45, Springer, 2024. [doi]

2023

A Methodology for Building of Interval and General Type-2 Fuzzy Systems Based on the Principle of Justifiable GranularityOscar Castillo 0001, Juan R. Castro 0001, Patricia Melin. mvl, 40(3-4):253-284, 2023. [doi]

Proposal for Mediative Fuzzy Control: From Type-1 to Type-3Oscar Castillo 0001, Patricia Melin. symmetry, 15(10):1941, October 2023. [doi]

Forecasting the COVID-19 with Interval Type-3 Fuzzy Logic and the Fractal DimensionOscar Castillo 0001, Juan R. Castro, Patricia Melin. ijfs, 25(1):182-197, February 2023. [doi]

A New Approach for Interval Type-3 Fuzzy Control of Nonlinear PlantsLeticia Amador-Angulo, Oscar Castillo 0001, Juan R. Castro 0001, Patricia Melin. ijfs, 25(4):1624-1642, June 2023. [doi]

Retraction Note: A new prediction approach of the COVID-19 virus pandemic behavior with a hybrid ensemble modular nonlinear autoregressive neural networkPatricia Melin, Julio Cesar Mónica, Daniela Sánchez, Oscar Castillo 0001. soco, 27(17):12825, 2023. [doi]

Optimization using the firefly algorithm of ensemble neural networks with type-2 fuzzy integration for COVID-19 time series predictionPatricia Melin, Daniela Sánchez, Julio Cesar Mónica, Oscar Castillo 0001. soco, 27(6):3245-3282, March 2023. [doi]

An Interval Type-3 Fuzzy-Fractal Approach for Plant MonitoringPatricia Melin, Oscar Castillo 0001. axioms, 12(8):741, August 2023. [doi]

A new prediction approach of the COVID-19 virus pandemic behavior with a hybrid ensemble modular nonlinear autoregressive neural networkPatricia Melin, Julio C. Mónica, Daniela Sánchez, Oscar Castillo 0001. soco, 27(5):2685-2694, March 2023. [doi]

Generalized Type 2 Fuzzy Differential Evolution Applied to a Sugeno ControllerPatricia Ochoa, Cinthia Peraza, Oscar Castillo 0001, Patricia Melin. axioms, 12(2):156, February 2023. [doi]

Interval Type-3 Fuzzy Differential Evolution for Parameterization of Fuzzy ControllersPatricia Ochoa, Oscar Castillo 0001, Patricia Melin, Juan Ramón Castro. ijfs, 25(4):1360-1376, June 2023. [doi]

A Type-3 Fuzzy Parameter Adjustment in Harmony Search for the Parameterization of Fuzzy ControllersCinthia Peraza, Oscar Castillo 0001, Patricia Melin, Juan R. Castro 0001, Jin Hee Yoon, Zong Woo Geem. ijfs, 25(6):2281-2294, September 2023. [doi]

A New Perspective for Multivariate Time Series Decision Making through a Nested Computational Approach Using Type-2 Fuzzy IntegrationMartha Ramirez, Patricia Melin. axioms, 12(4):385, April 2023. [doi]

A New Interval Type-2 Fuzzy Aggregation Approach for Combining Multiple Neural Networks in Clustering and Prediction of Time SeriesMartha Ramirez, Patricia Melin. ijfs, 25(3):1077-1104, April 2023. [doi]

Interval Type-3 Fuzzy Aggregation for Hybrid-Hierarchical Neural Classification and Prediction Models in Decision-MakingMartha Ramirez, Patricia Melin, Oscar Castillo 0001. axioms, 12(10):906, October 2023. [doi]

A review on quantum computing and deep learning algorithms and their applicationsFevrier Valdez, Patricia Melin. soco, 27(18):13217-13236, 2023. [doi]

2022

Interval type-3 fuzzy aggregators for ensembles of neural networks in COVID-19 time series predictionOscar Castillo 0001, Juan R. Castro, Martha Pulido, Patricia Melin. eaai, 114:105110, 2022. [doi]

A methodology for building interval type-3 fuzzy systems based on the principle of justifiable granularityOscar Castillo 0001, Juan R. Castro, Patricia Melin. ijis, 37(10):7909-7943, 2022. [doi]

Interval type-3 fuzzy fractal approach in sound speaker quality control evaluationOscar Castillo 0001, Juan R. Castro, Patricia Melin. eaai, 116:105363, 2022. [doi]

Interval Type-3 Fuzzy Aggregation of Neural Networks for Multiple Time Series Prediction: The Case of Financial ForecastingOscar Castillo 0001, Juan R. Castro, Patricia Melin. axioms, 11(6):251, 2022. [doi]

Interval Type-3 Fuzzy Control for Automated Tuning of Image Quality in TelevisionsOscar Castillo 0001, Juan R. Castro, Patricia Melin. axioms, 11(6):276, 2022. [doi]

Interval Type-3 Fuzzy Systems: Theory and DesignOscar Castillo 0001, Juan R. Castro, Patricia Melin. Volume 418 of Studies in Fuzziness and Soft Computing, Springer, 2022. [doi]

A Review on the Role of Computational Intelligence on Sustainability DevelopmentOscar Castillo 0001, Patricia Melin. In José L. Verdegay, Julio Brito, Carlos Cruz, editors, Computational Intelligence Methodologies Applied to Sustainable Development Goals. Volume 1036 of Studies in Computational Intelligence, pages 3-18, Springer, 2022. [doi]

Hierarchical genetic optimization of convolutional neural models for diabetic retinopathy classificationRodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin. ijhis, 18(1-2):97-109, 2022. [doi]

A Hybrid Hyperheuristic Approach for the Containership Stowage Problem Considering the Ship StabilityPaula Hernández Hernández, Laura Cruz Reyes, Patricia Melin, Norberto Castillo-García, Claudia Guadalupe Gómez Santillán. micai 2022: 423-433 [doi]

Fuzzy dynamic parameter adaptation in the bird swarm algorithm for neural network optimizationPatricia Melin, Ivette Miramontes, Oscar R. Carvajal, German Prado-Arechiga. soco, 26(18):9497-9514, 2022. [doi]

Design of Type-3 Fuzzy Systems and Ensemble Neural Networks for COVID-19 Time Series Prediction Using a Firefly AlgorithmPatricia Melin, Daniela Sánchez, Juan R. Castro, Oscar Castillo 0001. axioms, 11(8):410, 2022. [doi]

Comparison of optimization algorithms based on swarm intelligence applied to convolutional neural networks for face recognitionPatricia Melin, Daniela Sánchez, Oscar Castillo 0001. ijhis, 18(3-4):161-171, 2022. [doi]

Interval Type-2 Fuzzy Approach for Dynamic Parameter Adaptation in the Bird Swarm Algorithm for the Optimization of Fuzzy Medical ClassifierIvette Miramontes, Patricia Melin. axioms, 11(9):485, 2022. [doi]

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 LogicYutzil Poma, Patricia Melin. cys, 26(2), 2022. [doi]

Ensemble Recurrent Neural Network using Genetic Algorithm applied in Times Series PredictionMartha Pulido, Patricia Melin. cys, 26(2), 2022. [doi]

2021

Optimal design of a general type-2 fuzzy classifier for the pulse level and its hardware implementationOscar Carvajal, Patricia Melin, Ivette Miramontes, German Prado-Arechiga. eaai, 97:104069, 2021. [doi]

Comparison of Image Pre-processing for Classifying Diabetic Retinopathy Using Convolutional Neural NetworksRodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin. his 2022: 194-204 [doi]

Optimal design of type-2 fuzzy systems for diabetes classification based on genetic algorithmsPatricia Melin, Daniela Sánchez. ijhis, 17(1-2):15-32, 2021. [doi]

Convolutional Neural Network Design Using a Particle Swarm Optimization for Face RecognitionPatricia Melin, Daniela Sánchez, Martha Pulido, Oscar Castillo 0001. his 2022: 233-242 [doi]

Optimization of Modular Neural Networks for the Diagnosis of Cardiovascular RiskIvette Miramontes, Patricia Melin, Oscar Carvajal, German Prado-Arechiga. In Oscar Castillo 0001, Patricia Melin, editors, Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications. Volume 940 of Studies in Computational Intelligence, pages 99-111, Springer, 2021. [doi]

Genetic Optimization of Ensemble Neural Network Architectures for Prediction of COVID-19 Confirmed and Death CasesJulio C. Mónica, Patricia Melin, Daniela Sánchez. In Oscar Castillo 0001, Patricia Melin, editors, Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications. Volume 940 of Studies in Computational Intelligence, pages 85-98, Springer, 2021. [doi]

Differential Evolution with Shadowed and General Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Optimal Design of Fuzzy ControllersPatricia Ochoa, Oscar Castillo 0001, Patricia Melin, José Soria. axioms, 10(3):194, 2021. [doi]

Towards asymmetric uncertainty modeling in designing General Type-2 Fuzzy classifiers for medical diagnosisEmanuel Ontiveros-Robles, Oscar Castillo 0001, Patricia Melin. eswa, 183:115370, 2021. [doi]

An Efficient High-Order α-Plane Aggregation in General Type-2 Fuzzy Systems Using Newton-Cotes RulesEmanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo 0001. ijfs, 23(4):1102-1121, 2021. [doi]

Estimation of the Number of Filters in the Convolution Layers of a Convolutional Neural Network Using a Fuzzy Logic SystemYutzil Poma, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, editors, Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications. Volume 940 of Studies in Computational Intelligence, pages 1-14, Springer, 2021. [doi]

Ensemble Recurrent Neural Networks for Complex Time Series Prediction with Integration MethodsMartha Pulido, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, editors, Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications. Volume 940 of Studies in Computational Intelligence, pages 71-83, Springer, 2021. [doi]

An Improved Convolutional Neural Network Based on a Parameter Modification of the Convolution LayerRuth Rodriguez, Claudia I. González, Gabriela E. Martinez, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, editors, Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications. Volume 940 of Studies in Computational Intelligence, pages 125-147, Springer, 2021. [doi]

A New Hybrid Method Based on ACO and PSO with Fuzzy Dynamic Parameter Adaptation for Modular Neural Networks OptimizationFevrier Valdez, Juan Carlos Vázquez, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, editors, Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications. Volume 940 of Studies in Computational Intelligence, pages 337-361, Springer, 2021. [doi]

Bio-Inspired Algorithms and Its Applications for Optimization in Fuzzy ClusteringFevrier Valdez, Oscar Castillo 0001, Patricia Melin. algorithms, 14(4):122, 2021. [doi]

A new modular neural network approach with fuzzy response integration for lung disease classification based on multiple objective feature optimization in chest X-ray imagesSergio Varela-Santos, Patricia Melin. eswa, 168:114361, 2021. [doi]

A new approach for classifying coronavirus COVID-19 based on its manifestation on chest X-rays using texture features and neural networksSergio Varela-Santos, Patricia Melin. isci, 545:403-414, 2021. [doi]

2020

Fuzzy Parameter Adaptation in Genetic Algorithms for the Optimization of Fuzzy Integrators in Modular Neural Networks for Multimodal BiometryOscar Castillo 0001, Denisse Hidalgo, Leticia Cervantes, Patricia Melin, Ricardo Martínez-Soto. cys, 24(3), 2020. [doi]

Type-2 fuzzy control for line following using line detection imagesOscar Castillo 0001, Prometeo Cortés Antonio, Patricia Melin, Fevrier Valdez. jifs, 39(5):6089-6097, 2020. [doi]

Towards Tracking Trajectory of Planar Quadrotor ModelsPrometeo Cortés Antonio, Fevrier Valdez, Oscar Castillo 0001, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, Janusz Kacprzyk, editors, Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Volume 862 of Studies in Computational Intelligence, pages 313-323, Springer, 2020. [doi]

Optimal Number of Clusters Finding Using the Fireworks AlgorithmJuan Barraza, Fevrier Valdez, Patricia Melin, Claudia González. In Oscar Castillo 0001, Patricia Melin, editors, Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Volume 827 of Studies in Computational Intelligence, pages 83-93, Springer, 2020. [doi]

Fireworks Algorithm (FWA) with Adaptation of Parameters Using Interval Type-2 Fuzzy Logic SystemJuan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González. In Oscar Castillo 0001, Patricia Melin, Janusz Kacprzyk, editors, Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Volume 862 of Studies in Computational Intelligence, pages 35-47, Springer, 2020. [doi]

Particle Swarm Algorithm for the Optimization of Modular Neural Networks in Pattern RecognitionBeatriz González, Patricia Melin, Fevrier Valdez. In Oscar Castillo 0001, Patricia Melin, editors, Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Volume 827 of Studies in Computational Intelligence, pages 59-69, Springer, 2020. [doi]

Design of Interval Type-2 Fuzzy Systems for Classification of Blood Pressure LoadJuan Carlos Guzmán, Patricia Melin, German Prado-Arechiga. In Oscar Castillo 0001, Patricia Melin, editors, Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Volume 827 of Studies in Computational Intelligence, pages 233-239, Springer, 2020. [doi]

Optimization for Type-1 and Interval Type-2 Fuzzy Systems for the Classification of Blood Pressure Load Using Genetic AlgorithmsJuan Carlos Guzmán, Patricia Melin, German Prado-Arechiga. In Oscar Castillo 0001, Patricia Melin, Janusz Kacprzyk, editors, Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Volume 862 of Studies in Computational Intelligence, pages 63-71, Springer, 2020. [doi]

Analysis of P, PI, Fuzzy and Fuzzy PI Controllers for Control Position in Omnidirectional RobotsLeticia Luna-Lobano, Prometeo Cortés Antonio, Oscar Castillo 0001, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, Janusz Kacprzyk, editors, Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Volume 862 of Studies in Computational Intelligence, pages 339-353, Springer, 2020. [doi]

Intuitionistic Fuzzy Sugeno Integral for Face RecognitionGabriela E. Martínez, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, Janusz Kacprzyk, editors, Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Volume 862 of Studies in Computational Intelligence, pages 781-792, Springer, 2020. [doi]

Optimization of Neural Network Models for Estimating the Risk of Developing Hypertension Using Bio-inspired AlgorithmsPatricia Melin, Ivette Miramontes, Oscar R. Carvajal, German Prado-Arechiga. nafips 2022: 223-235 [doi]

Comparative Study of Bio-inspired Algorithms Applied in the Optimization of Fuzzy SystemsIvette Miramontes, Patricia Melin, German Prado-Arechiga. In Oscar Castillo 0001, Patricia Melin, editors, Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Volume 827 of Studies in Computational Intelligence, pages 219-231, Springer, 2020. [doi]

Particle Swarm Optimization of Modular Neural Networks for Obtaining the Trend of Blood PressureIvette Miramontes, Patricia Melin, German Prado-Arechiga. In Oscar Castillo 0001, Patricia Melin, Janusz Kacprzyk, editors, Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Volume 862 of Studies in Computational Intelligence, pages 225-236, Springer, 2020. [doi]

Design of an interval Type-2 fuzzy model with justifiable uncertaintyJuan E. Moreno, Mauricio A. Sanchez, Olivia Mendoza, Antonio Rodríguez Díaz, Oscar Castillo 0001, Patricia Melin, Juan R. Castro. isci, 513:206-221, 2020. [doi]

Optimal Design of a Fuzzy System with a Real-Coded Genetic Algorithm for Diabetes ClassificationJulio C. Mónica, Patricia Melin, Daniela Sánchez. his 2021: 320-329 [doi]

Toward a development of general type-2 fuzzy classifiers applied in diagnosis problems through embedded type-1 fuzzy classifiersEmanuel Ontiveros-Robles, Patricia Melin. soco, 24(1):83-99, 2020. [doi]

An approach for non-singleton generalized Type-2 fuzzy classifiersEmanuel Ontiveros-Robles, Oscar Castillo 0001, Patricia Melin. jifs, 39(5):7203-7215, 2020. [doi]

Study of the Relevance of Polynomial Order in Takagi-Sugeno Fuzzy Inference Systems Applied in Diagnosis ProblemsEmanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo 0001. In Oscar Castillo 0001, Patricia Melin, editors, Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Volume 827 of Studies in Computational Intelligence, pages 19-33, Springer, 2020. [doi]

Designing hybrid classifiers based on general type-2 fuzzy logic and support vector machinesEmanuel Ontiveros, Patricia Melin, Oscar Castillo 0001. soco, 24(23):18009-18019, 2020. [doi]

Comparative study of interval Type-2 and general Type-2 fuzzy systems in medical diagnosisEmanuel Ontiveros, Patricia Melin, Oscar Castillo 0001. isci, 525:37-53, 2020. [doi]

Optimization of Convolutional Neural Networks Using the Fuzzy Gravitational Search AlgorithmYutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez. jamris, 14(1):109-120, 2020. [doi]

Optimal Recognition Model Based on Convolutional Neural Networks and Fuzzy Gravitational Search Algorithm MethodYutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez. In Oscar Castillo 0001, Patricia Melin, editors, Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Volume 827 of Studies in Computational Intelligence, pages 71-81, Springer, 2020. [doi]

Filter Size Optimization on a Convolutional Neural Network Using FGSAYutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martínez. In Oscar Castillo 0001, Patricia Melin, Janusz Kacprzyk, editors, Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Volume 862 of Studies in Computational Intelligence, pages 391-403, Springer, 2020. [doi]

Toward Improving the Fuzzy KNN Algorithm Based on Takagi-Sugeno Fuzzy Inference SystemEduardo Ramírez, Patricia Melin, German Prado-Arechiga. nafips 2022: 237-252 [doi]

Hybrid Model Based on Neural Networks and Fuzzy Logic for 2-Lead Cardiac Arrhythmia ClassificationEduardo Ramírez, Patricia Melin, German Prado-Arechiga. In Oscar Castillo 0001, Patricia Melin, editors, Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Volume 827 of Studies in Computational Intelligence, pages 193-217, Springer, 2020. [doi]

A Modular Neural Network Approach for Cardiac Arrhythmia ClassificationEduardo Ramírez, Patricia Melin, German Prado-Arechiga. In Oscar Castillo 0001, Patricia Melin, Janusz Kacprzyk, editors, Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Volume 862 of Studies in Computational Intelligence, pages 211-223, Springer, 2020. [doi]

Comparison of particle swarm optimization variants with fuzzy dynamic parameter adaptation for modular granular neural networks for human recognitionDaniela Sánchez, Patricia Melin, Oscar Castillo 0001. jifs, 38(3):3229-3252, 2020. [doi]

Toward the Best Combination of Optimization with Fuzzy Systems to Obtain the Best Solution for the GA and PSO Algorithms Using Parallel ProcessingFevrier Valdez, Yunkio Kawano, Patricia Melin. jamris, 14(1):55-64, 2020. [doi]

A Comparison of ACO, GA and SA for Solving the TSP ProblemFevrier Valdez, Francisco Moreno, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, editors, Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Volume 827 of Studies in Computational Intelligence, pages 181-189, Springer, 2020. [doi]

A survey of Type-2 fuzzy logic controller design using nature inspired optimizationFevrier Valdez, Oscar Castillo 0001, Prometeo Cortés Antonio, Patricia Melin. jifs, 39(5):6169-6179, 2020. [doi]

Classification of X-Ray Images for Pneumonia Detection Using Texture Features and Neural NetworksSergio Varela-Santos, Patricia Melin. In Oscar Castillo 0001, Patricia Melin, Janusz Kacprzyk, editors, Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Volume 862 of Studies in Computational Intelligence, pages 237-253, Springer, 2020. [doi]

Hybrid Neural-Fuzzy Modeling and Classification System for Blood Pressure Level AffectationMartin Vázquez, Patricia Melin, German Prado-Arechiga. In Oscar Castillo 0001, Patricia Melin, editors, Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Volume 827 of Studies in Computational Intelligence, pages 257-269, Springer, 2020. [doi]

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