Patricia Melin - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 100 from 564

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]

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]

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]

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]

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]

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 Systems: Theory and DesignOscar Castillo 0001, Juan R. Castro, Patricia Melin. Volume 418 of Studies in Fuzziness and Soft Computing, Springer, 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 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 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 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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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 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]

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

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]

Emerging Issues and Applications of Type-2 Fuzzy Sets and SystemsOscar Castillo 0001, Pranab K. Muhuri, Patricia Melin, Pietari Pulkkinen. eaai, 90:103596, 2020. [doi]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

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]

2019

An Approach for Optimization of Intuitionistic and Type-2 Fuzzy Systems in Pattern Recognition ApplicationsOscar Castillo 0001, Patricia Melin. fuzzIEEE 2019: 1-5 [doi]

Shadowed Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Harmony Search and Differential Evolution AlgorithmsOscar Castillo 0001, Patricia Melin, Fevrier Valdez, Jose Soria, Emanuel Ontiveros-Robles, Cinthia Peraza, Patricia Ochoa. algorithms, 12(1):17, 2019. [doi]

A high-speed interval type 2 fuzzy system approach for dynamic parameter adaptation in metaheuristicsOscar Castillo 0001, Patricia Melin, Emanuel Ontiveros, Cinthia Peraza, Patricia Ochoa, Fevrier Valdez, Jose Soria. eaai, 85:666-680, 2019. [doi]

PSO with Dynamic Adaptation of Parameters for Optimization in Neural Networks with Interval Type-2 Fuzzy Numbers WeightsFernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro, Alain Manzo-Martinez. axioms, 8(1):14, 2019. [doi]

Edge Detection Approach Based on Type-2 Fuzzy ImagesClaudia I. González, Patricia Melin, Juan R. Castro, Oscar Castillo 0001. mvl, 33(4-5):431-458, 2019. [doi]

Optimal Genetic Design of Type-1 and Interval Type-2 Fuzzy Systems for Blood Pressure Level ClassificationJuan Carlos Guzmán, Ivette Miramontes, Patricia Melin, German Prado-Arechiga. axioms, 8(1):8, 2019. [doi]

Comparative Study of P, PI, Fuzzy and Fuzzy PI Controllers in Position Control for Omnidirectional RobotsLeticia Luna-Lobano, Prometeo Cortés Antonio, Oscar Castillo 0001, Patricia Melin. micai 2019: 714-727 [doi]

General Type-2 Fuzzy Sugeno Integral for Edge DetectionGabriela E. Martínez, Claudia I. González, Olivia Mendoza, Patricia Melin. jimaging, 5(8):71, 2019. [doi]

An approach for parameterized shadowed type-2 fuzzy membership functions applied in control applicationsPatricia Melin, Emanuel Ontiveros-Robles, Claudia I. González, Juan R. Castro, Oscar Castillo 0001. soco, 23(11):3887-3901, 2019. [doi]

Interval type-2 fuzzy logic for dynamic parameter adaptation in a modified gravitational search algorithmFrumen Olivas, Fevrier Valdez, Patricia Melin, Alberto Sombra, Oscar Castillo 0001. isci, 476:159-175, 2019. [doi]

Relevance of Polynomial Order in Takagi-Sugeno Fuzzy Inference Systems Applied in Diagnosis ProblemsEmanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo 0001. fuzzIEEE 2019: 1-6 [doi]

Comparative Analysis of Type-1 Fuzzy Inference Systems with Different Sugeno Polynomial Orders Applied to Diagnosis ProblemsEmanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo 0001. ifsa 2019: 453-465 [doi]

A hybrid design of shadowed type-2 fuzzy inference systems applied in diagnosis problemsEmanuel Ontiveros-Robles, Patricia Melin. eaai, 86:43-55, 2019. [doi]

Design and FPGA Implementation of Real-Time Edge Detectors Based on Interval Type-2 Fuzzy SystemsEmanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo 0001, Jose Gonzalez. mvl, 33(4-5):295-320, 2019. [doi]

Hybrid model based on neural networks, type-1 and type-2 fuzzy systems for 2-lead cardiac arrhythmia classificationEduardo Ramírez, Patricia Melin, German Prado-Arechiga. eswa, 126:295-307, 2019. [doi]

General Type-2 Radial Basis Function Neural Network: A Data-Driven Fuzzy ModelAdrian Rubio Solis, Patricia Melin, Uriel Martinez-Hernandez, George Panoutsos. tfs, 27(2):333-347, 2019. [doi]

A New Approach to Multiple Time Series Prediction Using MIMO Fuzzy Aggregation Models with Modular Neural NetworksJesus Soto, Oscar Castillo 0001, Patricia Melin, Witold Pedrycz. ijfs, 21(5):1629-1648, 2019. [doi]

Optimization of Modular Neural Networks for Pattern Recognition with Parallel Genetic AlgorithmsFevrier Valdez, Patricia Melin, Oscar Castillo 0001. micai 2019: 223-235 [doi]

2018

A variant to the dynamic adaptation of parameters in galactic swarm optimization using a fuzzy logic augmentationEmer Bernal, Oscar Castillo 0001, Jose Soria, Fevrier Valdez, Patricia Melin. fuzzIEEE 2018: 1-7 [doi]

Parameter Optimization for Membership Functions of Type-2 Fuzzy Controllers for Autonomous Mobile Robots Using the Firefly AlgorithmMarylu L. Lagunes, Oscar Castillo, Fevrier Valdez, Jose Soria, Patricia Melin. nafips 2018: 569-579 [doi]

A new variant of Fuzzy K-Nearest Neighbor using Interval Type-2 Fuzzy LogicPatricia Melin, Eduardo Ramírez, German Prado-Arechiga. fuzzIEEE 2018: 1-7 [doi]

A Fuzzy Harmony Search Algorithm for the Optimization of a Benchmark Set of FunctionsCinthia Peraza, Fevrier Valdez, Oscar Castillo 0001, Patricia Melin. micai 2018: 401-412 [doi]

Optimization of Ensemble Neural Networks with Type-1 and Interval Type-2 Fuzzy Integration for Forecasting the Taiwan Stock ExchangeMartha Pulido, Patricia Melin, Olivia Mendoza. BIRTHDAY 2018: 169-181 [doi]

Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series PredictionJesus Soto, Patricia Melin, Oscar Castillo. SpringerBriefs in Applied Sciences and Technology, Springer, 2018. [doi]

All Publications

Filter by Year

[-]
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag

[+]
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Patricia Melin'

Viewing Publication 1 - 100 from 564

2023

2022

2021

2020

2019

2018

All Publications

Filter by Year [-]OR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by Tag [+]OR AND NOT 1

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Patricia Melin'

Viewing Publication 1 - 100 from 564

2023

2022

2021

2020

2019

2018

Filter by Year

[-]
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag

[+]
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1