Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDPatricia Melin
Person information
- affiliation: Tijuana Institute of Technology, Mexiko
- affiliation (PhD 2007): Polish Academy of Sciences, Warsaw, Poland
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
[j184]Patricia Ochoa, Cinthia Peraza
, Oscar Castillo, Patricia Melin:
Generalized Type 2 Fuzzy Differential Evolution Applied to a Sugeno Controller. Axioms 12(2): 156 (2023)- [j183]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): 385 (2023) - [j182]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): 182-197 (2023) - [j181]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): 1077-1104 (2023) - [j180]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): 253-284 (2023) - [j179]Patricia Melin, Julio Cesar 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): 2685-2694 (2023) - [j178]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): 3245-3282 (2023) - 2022
- [b6]Oscar Castillo, Juan R. Castro, Patricia Melin:
Interval Type-3 Fuzzy Systems: Theory and Design. Studies in Fuzziness and Soft Computing 418, Springer 2022, ISBN 978-3-030-96514-3, pp. 1-100 - [j177]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): 251 (2022) - [j176]Oscar Castillo, Juan R. Castro, Patricia Melin:
Interval Type-3 Fuzzy Control for Automated Tuning of Image Quality in Televisions. Axioms 11(6): 276 (2022) - [j175]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): 410 (2022) - [j174]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): 485 (2022) - [j173]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) - [j172]Martha Pulido, Patricia Melin:
Ensemble Recurrent Neural Network using Genetic Algorithm applied in Times Series Prediction. Computación y Sistemas 26(2) (2022) - [j171]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: 105110 (2022) - [j170]Oscar Castillo, Juan R. Castro, Patricia Melin:
Interval type-3 fuzzy fractal approach in sound speaker quality control evaluation. Eng. Appl. Artif. Intell. 116: 105363 (2022) - [j169]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): 97-109 (2022) - [j168]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): 161-171 (2022) - [j167]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): 7909-7943 (2022) - [j166]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): 9497-9514 (2022) - [c215]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: 423-433 - [p158]Oscar Castillo, Patricia Melin:
A Review on the Role of Computational Intelligence on Sustainability Development. Computational Intelligence Methodologies Applied to Sustainable Development Goals 2022: 3-18 - 2021
- [j165]Fevrier Valdez, Oscar Castillo, Patricia Melin:
Bio-Inspired Algorithms and Its Applications for Optimization in Fuzzy Clustering. Algorithms 14(4): 122 (2021) - [j164]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): 194 (2021) - [j163]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: 104069 (2021) - [j162]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: 114361 (2021) - [j161]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: 115370 (2021) - [j160]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): 1102-1121 (2021) - [j159]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): 15-32 (2021) - [j158]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: 403-414 (2021) - [c214]Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin:
Comparison of Image Pre-processing for Classifying Diabetic Retinopathy Using Convolutional Neural Networks. HIS 2021: 194-204 - [c213]Patricia Melin, Daniela Sánchez, Martha Pulido, Oscar Castillo:
Convolutional Neural Network Design Using a Particle Swarm Optimization for Face Recognition. HIS 2021: 233-242 - [p157]Yutzil Poma, Patricia Melin:
Estimation of the Number of Filters in the Convolution Layers of a Convolutional Neural Network Using a Fuzzy Logic System. Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms 2021: 1-14 - [p156]Martha Pulido, Patricia Melin:
Ensemble Recurrent Neural Networks for Complex Time Series Prediction with Integration Methods. Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms 2021: 71-83 - [p155]Julio C. Mónica, Patricia Melin, Daniela Sánchez:
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 2021: 85-98 - [p154]Ivette Miramontes, Patricia Melin, Oscar R. Carvajal, German Prado-Arechiga:
Optimization of Modular Neural Networks for the Diagnosis of Cardiovascular Risk. Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms 2021: 99-111 - [p153]Ruth Rodriguez, Claudia I. González, Gabriela E. Martinez, Patricia Melin:
An Improved Convolutional Neural Network Based on a Parameter Modification of the Convolution Layer. Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms 2021: 125-147 - [p152]Fevrier Valdez, Juan Carlos Vázquez, Patricia Melin:
A New Hybrid Method Based on ACO and PSO with Fuzzy Dynamic Parameter Adaptation for Modular Neural Networks Optimization. Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms 2021: 337-361 - [e21]Oscar Castillo, Patricia Melin:
Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications. Studies in Computational Intelligence 940, Springer 2021, ISBN 978-3-030-68775-5 [contents] - 2020
- [j157]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) - [j156]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: 103596 (2020) - [j155]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: 206-221 (2020) - [j154]Emanuel Ontiveros, Patricia Melin, Oscar Castillo:
Comparative study of interval Type-2 and general Type-2 fuzzy systems in medical diagnosis. Inf. Sci. 525: 37-53 (2020) - [j153]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): 55-64 (2020) - [j152]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): 109-120 (2020) - [j151]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): 3229-3252 (2020) - [j150]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): 6089-6097 (2020) - [j149]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): 6169-6179 (2020) - [j148]Emanuel Ontiveros-Robles, Oscar Castillo, Patricia Melin:
An approach for non-singleton generalized Type-2 fuzzy classifiers. J. Intell. Fuzzy Syst. 39(5): 7203-7215 (2020) - [j147]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): 83-99 (2020) - [j146]Emanuel Ontiveros, Patricia Melin, Oscar Castillo:
Designing hybrid classifiers based on general type-2 fuzzy logic and support vector machines. Soft Comput. 24(23): 18009-18019 (2020) - [c212]Julio C. Mónica, Patricia Melin, Daniela Sánchez:
Optimal Design of a Fuzzy System with a Real-Coded Genetic Algorithm for Diabetes Classification. HIS 2020: 320-329 - [c211]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: 223-235 - [c210]Eduardo Ramírez, Patricia Melin, German Prado-Arechiga:
Toward Improving the Fuzzy KNN Algorithm Based on Takagi-Sugeno Fuzzy Inference System. NAFIPS 2020: 237-252 - [p151]Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo:
Study of the Relevance of Polynomial Order in Takagi-Sugeno Fuzzy Inference Systems Applied in Diagnosis Problems. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 19-33 - [p150]Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González:
Fireworks Algorithm (FWA) with Adaptation of Parameters Using Interval Type-2 Fuzzy Logic System. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 35-47 - [p149]Beatriz González, Patricia Melin, Fevrier Valdez:
Particle Swarm Algorithm for the Optimization of Modular Neural Networks in Pattern Recognition. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 59-69 - [p148]Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga:
Optimization for Type-1 and Interval Type-2 Fuzzy Systems for the Classification of Blood Pressure Load Using Genetic Algorithms. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 63-71 - [p147]Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez:
Optimal Recognition Model Based on Convolutional Neural Networks and Fuzzy Gravitational Search Algorithm Method. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 71-81 - [p146]Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González:
Optimal Number of Clusters Finding Using the Fireworks Algorithm. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 83-93 - [p145]Fevrier Valdez, Francisco Moreno, Patricia Melin:
A Comparison of ACO, GA and SA for Solving the TSP Problem. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 181-189 - [p144]Eduardo Ramírez, Patricia Melin, German Prado-Arechiga:
Hybrid Model Based on Neural Networks and Fuzzy Logic for 2-Lead Cardiac Arrhythmia Classification. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 193-217 - [p143]Eduardo Ramírez, Patricia Melin, German Prado-Arechiga:
A Modular Neural Network Approach for Cardiac Arrhythmia Classification. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 211-223 - [p142]Ivette Miramontes, Patricia Melin, German Prado-Arechiga:
Comparative Study of Bio-inspired Algorithms Applied in the Optimization of Fuzzy Systems. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 219-231 - [p141]Ivette Miramontes, Patricia Melin, German Prado-Arechiga:
Particle Swarm Optimization of Modular Neural Networks for Obtaining the Trend of Blood Pressure. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 225-236 - [p140]Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga:
Design of Interval Type-2 Fuzzy Systems for Classification of Blood Pressure Load. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 233-239 - [p139]Sergio Varela-Santos, Patricia Melin:
Classification of X-Ray Images for Pneumonia Detection Using Texture Features and Neural Networks. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 237-253 - [p138]Martin Vázquez, Patricia Melin, German Prado-Arechiga:
Hybrid Neural-Fuzzy Modeling and Classification System for Blood Pressure Level Affectation. Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020: 257-269 - [p137]Prometeo Cortés-Antonio, Fevrier Valdez, Oscar Castillo, Patricia Melin:
Towards Tracking Trajectory of Planar Quadrotor Models. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 313-323 - [p136]Leticia Luna-Lobano, Prometeo Cortés-Antonio, Oscar Castillo, Patricia Melin:
Analysis of P, PI, Fuzzy and Fuzzy PI Controllers for Control Position in Omnidirectional Robots. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 339-353 - [p135]Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martínez:
Filter Size Optimization on a Convolutional Neural Network Using FGSA. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 391-403 - [p134]Gabriela E. Martínez, Patricia Melin:
Intuitionistic Fuzzy Sugeno Integral for Face Recognition. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 781-792 - [e20]Ajith Abraham, Aswani Kumar Cherukuri, Patricia Melin, Niketa Gandhi:
Intelligent Systems Design and Applications - 18th International Conference on Intelligent Systems Design and Applications, ISDA 2018, Vellore, India, December 6-8, 2018, Volume 1. Advances in Intelligent Systems and Computing 940, Springer 2020, ISBN 978-3-030-16656-4 [contents] - [e19]Ajith Abraham, Aswani Kumar Cherukuri, Patricia Melin, Niketa Gandhi:
Intelligent Systems Design and Applications - 18th International Conference on Intelligent Systems Design and Applications, ISDA 2018, Vellore, India, December 6-8, 2018, Volume 2. Advances in Intelligent Systems and Computing 941, Springer 2020, ISBN 978-3-030-16659-5 [contents] - [e18]Oscar Castillo, Patricia Melin:
Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Studies in Computational Intelligence 827, Springer 2020, ISBN 978-3-030-34134-3 [contents] - [e17]Oscar Castillo, Patricia Melin, Janusz Kacprzyk:
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Studies in Computational Intelligence 862, Springer 2020, ISBN 978-3-030-35444-2 [contents]
2010 – 2019
- 2019
- [j145]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): 17 (2019) - [j144]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): 8 (2019) - [j143]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): 14 (2019) - [j142]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: 666-680 (2019) - [j141]Emanuel Ontiveros-Robles, Patricia Melin:
A hybrid design of shadowed type-2 fuzzy inference systems applied in diagnosis problems. Eng. Appl. Artif. Intell. 86: 43-55 (2019) - [j140]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: 295-307 (2019) - [j139]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): 1629-1648 (2019) - [j138]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: 159-175 (2019) - [j137]Gabriela E. Martínez, Claudia I. González, Olivia Mendoza, Patricia Melin:
General Type-2 Fuzzy Sugeno Integral for Edge Detection. J. Imaging 5(8): 71 (2019) - [j136]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): 295-320 (2019) - [j135]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): 431-458 (2019) - [j134]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): 3887-3901 (2019) - [j133]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): 333-347 (2019) - [c209]Oscar Castillo, Patricia Melin:
An Approach for Optimization of Intuitionistic and Type-2 Fuzzy Systems in Pattern Recognition Applications. FUZZ-IEEE 2019: 1-5 - [c208]Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo:
Relevance of Polynomial Order in Takagi-Sugeno Fuzzy Inference Systems Applied in Diagnosis Problems. FUZZ-IEEE 2019: 1-6 - [c207]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: 453-465 - [c206]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Optimization of Modular Neural Networks for Pattern Recognition with Parallel Genetic Algorithms. MICAI 2019: 223-235 - [c205]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: 714-727 - 2018
- [b5]Jesus Soto, Patricia Melin, Oscar Castillo:
Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction. SpringerBriefs in Applied Sciences and Technology, Springer 2018, ISBN 978-3-319-71263-5 - [j132]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): 206 (2018) - [j131]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: 3927951:1-3927951:11 (2018) - [j130]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: 186-197 (2018) - [j129]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: 146-164 (2018) - [j128]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): 701-728 (2018) - [j127]Patricia Melin, Daniela Sánchez:
Multi-objective optimization for modular granular neural networks applied to pattern recognition. Inf. Sci. 460-461: 594-610 (2018) - [j126]Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo:
Comparative analysis of noise robustness of type 2 fuzzy logic controllers. Kybernetika 54(1): 175-201 (2018) - [c204]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: 169-181 - [c203]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: 1-7 - [c202]Patricia Melin, Eduardo Ramírez, German Prado-Arechiga:
A new variant of Fuzzy K-Nearest Neighbor using Interval Type-2 Fuzzy Logic. FUZZ-IEEE 2018: 1-7 - [c201]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: 401-412 - [c200]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: 569-579 - [c199]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: 23-34 - [c198]