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ORCIDPatricia Melin
Person information
- affiliation: Tijuana Institute of Technology, Mexiko
- affiliation (PhD 2007): Polish Academy of Sciences, Warsaw, Poland
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Books and Theses
- 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- 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 - 2012
- [b4]Patricia Melin
:
Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition. Studies in Computational Intelligence 389, Springer 2012, ISBN 978-3-642-24138-3, pp. 1-204 - 2008
- [b3]Oscar Castillo, Patricia Melin:
Type-2 Fuzzy Logic: Theory and Applications. Studies in Fuzziness and Soft Computing 223, Springer 2008, ISBN 978-3-540-76283-6, pp. 1-223 [contents] - 2005
- [b2]Patricia Melin, Oscar Castillo:
Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing - An Evolutionary Approach for Neural Networks and Fuzzy Systems. Studies in Fuzziness and Soft Computing 172, Springer 2005, ISBN 978-3-540-24121-8, pp. 1-256 [contents] - 2003
- [b1]Oscar Castillo, Patricia Melin:
Soft Computing and Fractal Theory for Intelligent Manufacturing. Studies in Fuzziness and Soft Computing 117, Springer 2003, ISBN 978-3-662-00296-4, pp. 1-266
Journal Articles
- 2024
- [j199]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): 834 (2024) - [j198]Patricia Melin, Daniela Sánchez, Oscar Castillo:
Interval Type-3 Fuzzy Inference System Design for Medical Classification Using Genetic Algorithms. Axioms 13(1): 5 (2024) - [j197]Martha Ramirez, Patricia Melin, Oscar Castillo:
A New Hybrid Approach for Clustering, Classification, and Prediction of World Development Indicators Combining General Type-2 Fuzzy Systems and Neural Networks. Axioms 13(6): 368 (2024) - [j196]Juan Barraza, Luis Rodríguez, Oscar Castillo, Patricia Melin, Fevrier Valdez:
An Enhanced Fuzzy Hybrid of Fireworks and Grey Wolf Metaheuristic Algorithms. Axioms 13(7): 424 (2024) - [j195]Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin:
Adjustment of Convolutional and Hidden Layers Using Type-1 Fuzzy Logic Applied to Diabetic Retinopathy Classification. Computación y Sistemas (CyS) 28(2) (2024) - [j194]Marylu L. Lagunes, Ivette Miramontes, Oscar Castillo, Patricia Melin:
Comparative Study of Gorilla Troops Optimizer and Stochastic Fractal Search with fuzzy dynamic parameter adaptation. Computación y Sistemas (CyS) 28(2) (2024) - [j193]Martha Pulido, Patricia Melin:
Bird Swarm Algorithm and Particle Swarm Optimization in Ensemble Recurrent Neural Networks Optimization for Time Series Prediction. Computación y Sistemas (CyS) 28(2) (2024) - [j192]Leticia Amador-Angulo, Oscar Castillo, Patricia Melin, Zong Woo Geem:
Type-3 fuzzy dynamic adaptation of Bee colony optimization applied to mathematical functions. Fuzzy Sets Syst. 489: 109014 (2024) - [j191]Oscar Castillo, Fevrier Valdez, Patricia Melin, Weiping Ding:
A Survey on Type-3 Fuzzy Logic Systems and Their Control Applications. IEEE CAA J. Autom. Sinica 11(8): 1744-1756 (2024) - [j190]Emanuel Ontiveros, Patricia Melin, Oscar Castillo:
Towards an Efficient Approach for Mamdani Interval Type-3 Fuzzy Inference Systems. Int. J. Fuzzy Syst. 26(7): 2172-2190 (2024) - 2023
- [j189]Patricia Ochoa, Cinthia Peraza, Oscar Castillo, Patricia Melin:
Generalized Type 2 Fuzzy Differential Evolution Applied to a Sugeno Controller. Axioms 12(2): 156 (2023) - [j188]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) - [j187]Patricia Melin, Oscar Castillo:
An Interval Type-3 Fuzzy-Fractal Approach for Plant Monitoring. Axioms 12(8): 741 (2023) - [j186]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): 906 (2023) - [j185]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) - [j184]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) - [j183]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): 1360-1376 (2023) - [j182]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): 1624-1642 (2023) - [j181]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): 2281-2294 (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]Fevrier Valdez, Patricia Melin:
A review on quantum computing and deep learning algorithms and their applications. Soft Comput. 27(18): 13217-13236 (2023) - [j178]Oscar Castillo, Patricia Melin:
Proposal for Mediative Fuzzy Control: From Type-1 to Type-3. Symmetry 15(10): 1941 (2023) - 2022
- [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) - 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) - 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) - 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) - 2018
- [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) - 2017
- [j125]Elid Rubio, Oscar Castillo, Fevrier Valdez, Patricia Melin, Claudia I. González, Gabriela E. Martinez:
An Extension of the Fuzzy Possibilistic Clustering Algorithm Using Type-2 Fuzzy Logic Techniques. Adv. Fuzzy Syst. 2017: 7094046:1-7094046:23 (2017) - [j124]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): 77 (2017) - [j123]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): 79 (2017) - [j122]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): 82 (2017) - [j121]Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González:
Fuzzy Fireworks Algorithm Based on a Sparks Dispersion Measure. Algorithms 10(3): 83 (2017) - [j120]Fevrier Valdez, Juan Carlos Vázquez, Patricia Melin, Oscar Castillo:
Comparative study of the use of fuzzy logic in improving particle swarm optimization variants for mathematical functions using co-evolution. Appl. Soft Comput. 52: 1070-1083 (2017) - [j119]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: 74-87 (2017) - [j118]Luis Rodríguez, Oscar Castillo, José Soria, Patricia Melin, Fevrier Valdez, Claudia I. González, Gabriela E. Martinez, Jesus Soto:
A fuzzy hierarchical operator in the grey wolf optimizer algorithm. Appl. Soft Comput. 57: 315-328 (2017) - [j117]Daniela Sánchez, Patricia Melin, Oscar Castillo:
A Grey Wolf Optimizer for Modular Granular Neural Networks for Human Recognition. Comput. Intell. Neurosci. 2017: 4180510:1-4180510:26 (2017) - [j116]Daniela Sánchez, Patricia Melin, Oscar Castillo:
Optimization of modular granular neural networks using a firefly algorithm for human recognition. Eng. Appl. Artif. Intell. 64: 172-186 (2017) - [j115]Xingchen Hu, Witold Pedrycz, Oscar Castillo, Patricia Melin:
Fuzzy rule-based models with interactive rules and their granular generalization. Fuzzy Sets Syst. 307: 1-28 (2017) - [j114]Claudia I. González, Patricia Melin, Oscar Castillo:
Edge Detection Method Based on General Type-2 Fuzzy Logic Applied to Color Images. Inf. 8(3): 104 (2017) - [j113]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): 114 (2017) - [j112]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): 667-685 (2017) - 2016
- [j111]Cinthia Peraza, Fevrier Valdez, Mario García Valdez, Patricia Melin, Oscar Castillo:
A New Fuzzy Harmony Search Algorithm Using Fuzzy Logic for Dynamic Parameter Adaptation. Algorithms 9(4): 69 (2016) - [j110]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro, Oscar Castillo:
Optimization of type-2 fuzzy weights in backpropagation learning for neural networks using GAs and PSO. Appl. Soft Comput. 38: 860-871 (2016) - [j109]Claudia I. González, Patricia Melin, Juan R. Castro, Oscar Castillo, Olivia Mendoza:
Optimization of interval type-2 fuzzy systems for image edge detection. Appl. Soft Comput. 47: 631-643 (2016) - [j108]Andrés Espinal, Horacio Rostro-González, Juan Martín Carpio Valadez, Erick Israel Guerra-Hernandez, Manuel Ornelas, Héctor José Puga Soberanes, Marco Aurelio Sotelo-Figueroa, Patricia Melin:
Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation. Comput. Intell. Neurosci. 2016: 5615618:1-5615618:13 (2016) - [j107]Juan R. Castro, Oscar Castillo, Mauricio A. Sanchez, Olivia Mendoza, Antonio Rodríguez Díaz, Patricia Melin:
Method for Higher Order polynomial Sugeno Fuzzy Inference Systems. Inf. Sci. 351: 76-89 (2016) - [j106]Leticia Amador-Angulo, Olivia Mendoza, Juan R. Castro, Antonio Rodríguez Díaz, Patricia Melin, Oscar Castillo:
Fuzzy Sets in Dynamic Adaptation of Parameters of a Bee Colony Optimization for Controlling the Trajectory of an Autonomous Mobile Robot. Sensors 16(9): 1458 (2016) - [j105]Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
An improved sobel edge detection method based on generalized type-2 fuzzy logic. Soft Comput. 20(2): 773-784 (2016) - [j104]Frumen Olivas, Fevrier Valdez, Oscar Castillo, Patricia Melin:
Dynamic parameter adaptation in particle swarm optimization using interval type-2 fuzzy logic. Soft Comput. 20(3): 1057-1070 (2016) - 2015
- [j103]Oscar Castillo, Héctor Neyoy, José Soria, Patricia Melin, Fevrier Valdez:
A new approach for dynamic fuzzy logic parameter tuning in Ant Colony Optimization and its application in fuzzy control of a mobile robot. Appl. Soft Comput. 28: 150-159 (2015) - [j102]Beatriz González, Fevrier Valdez, Patricia Melin, German Prado-Arechiga:
Fuzzy logic in the gravitational search algorithm enhanced using fuzzy logic with dynamic alpha parameter value adaptation for the optimization of modular neural networks in echocardiogram recognition. Appl. Soft Comput. 37: 245-254 (2015) - [j101]Beatriz González, Fevrier Valdez, Patricia Melin, German Prado-Arechiga:
Fuzzy logic in the gravitational search algorithm for the optimization of modular neural networks in pattern recognition. Expert Syst. Appl. 42(14): 5839-5847 (2015) - [j100]Laura Cruz-Reyes, Paula Hernández Hernández, Patricia Melin, Julio Mar-Ortiz, Héctor Joaquín Fraire Huacuja, Héctor José Puga Soberanes, Juan Javier González Barbosa:
Lower and Upper Bounds for the Master Bay Planning Problem. Int. J. Comb. Optim. Probl. Informatics 6(1): 42-52 (2015) - [j99]Leslie Astudillo, Patricia Melin, Oscar Castillo:
Introduction to an optimization algorithm based on the chemical reactions. Inf. Sci. 291: 85-95 (2015) - [j98]Oscar Castillo, Evelia Lizárraga, José Soria, Patricia Melin, Fevrier Valdez:
New approach using ant colony optimization with ant set partition for fuzzy control design applied to the ball and beam system. Inf. Sci. 294: 203-215 (2015) - [j97]Daniela Sánchez, Patricia Melin, Oscar Castillo:
Optimization of modular granular neural networks using a hierarchical genetic algorithm based on the database complexity applied to human recognition. Inf. Sci. 309: 73-101 (2015) - [j96]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo:
Generalized type-2 fuzzy weight adjustment for backpropagation neural networks in time series prediction. Inf. Sci. 325: 159-174 (2015) - [j95]María de los Angeles Hernandez M., Patricia Melin, Gerardo M. Mendez, Oscar Castillo, Ismael López-Juárez:
A hybrid learning method composed by the orthogonal least-squares and the back-propagation learning algorithms for interval A2-C1 type-1 non-singleton type-2 TSK fuzzy logic systems. Soft Comput. 19(3): 661-678 (2015) - 2014
- [j94]Patricia Melin, Oscar Castillo:
A review on type-2 fuzzy logic applications in clustering, classification and pattern recognition. Appl. Soft Comput. 21: 568-577 (2014) - [j93]Julio César Cortés Ríos, Eduardo Gómez-Ramírez, Hector Alejandro Ortiz-de-la-Vega, Oscar Castillo, Patricia Melin:
Optimal design of interval type 2 fuzzy controllers based on a simple tuning algorithm. Appl. Soft Comput. 23: 270-285 (2014) - [j92]Yazmín Maldonado, Oscar Castillo, Patricia Melin:
A multi-objective optimization of type-2 fuzzy control speed in FPGAs. Appl. Soft Comput. 24: 1164-1174 (2014) - [j91]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Toolbox for bio-inspired optimization of mathematical functions. Comput. Appl. Eng. Educ. 22(1): 11-22 (2014) - [j90]Daniela Sánchez, Patricia Melin:
Optimization of modular granular neural networks using hierarchical genetic algorithms for human recognition using the ear biometric measure. Eng. Appl. Artif. Intell. 27: 41-56 (2014) - [j89]Fevrier Valdez, Patricia Melin, Oscar Castillo:
A survey on nature-inspired optimization algorithms with fuzzy logic for dynamic parameter adaptation. Expert Syst. Appl. 41(14): 6459-6466 (2014) - [j88]Yazmín Maldonado, Oscar Castillo, Patricia Melin:
Embedded Average of an Interval Type-2 Fuzzy Systems for Applications in FPGAs. Intell. Autom. Soft Comput. 20(2): 183-199 (2014) - [j87]Patricia Melin, Martha Pulido:
Optimization of Ensemble Neural Networks with Type-2 Fuzzy Integration of Responses for the Dow Jones Time Series Prediction. Intell. Autom. Soft Comput. 20(3): 403-418 (2014) - [j86]Jesus Soto, Patricia Melin, Oscar Castillo:
Time series prediction using ensembles of ANFIS models with genetic optimization of interval type-2 and type-1 fuzzy integrators. Int. J. Hybrid Intell. Syst. 11(3): 211-226 (2014) - [j85]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo:
Interval type-2 fuzzy weight adjustment for backpropagation neural networks with application in time series prediction. Inf. Sci. 260: 1-14 (2014) - [j84]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Modular Neural Networks architecture optimization with a new nature inspired method using a fuzzy combination of Particle Swarm Optimization and Genetic Algorithms. Inf. Sci. 270: 143-153 (2014) - [j83]Patricia Melin, Jonathan Amezcua, Fevrier Valdez, Oscar Castillo:
A new neural network model based on the LVQ algorithm for multi-class classification of arrhythmias. Inf. Sci. 279: 483-497 (2014) - [j82]Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro, Patricia Melin:
Fuzzy granular gravitational clustering algorithm for multivariate data. Inf. Sci. 279: 498-511 (2014) - [j81]Oscar Castillo, Patricia Melin:
A review on interval type-2 fuzzy logic applications in intelligent control. Inf. Sci. 279: 615-631 (2014) - [j80]Martha Pulido, Patricia Melin, Oscar Castillo:
Particle swarm optimization of ensemble neural networks with fuzzy aggregation for time series prediction of the Mexican Stock Exchange. Inf. Sci. 280: 188-204 (2014) - [j79]Oscar Castillo, Juan R. Castro, Patricia Melin, Antonio Rodríguez Díaz:
Application of interval type-2 fuzzy neural networks in non-linear identification and time series prediction. Soft Comput. 18(6): 1213-1224 (2014) - [j78]José Parra Galaviz, Leonardo Trujillo, Patricia Melin:
Hybrid back-propagation training with evolutionary strategies. Soft Comput. 18(8): 1603-1614 (2014) - [j77]Patricia Melin, Claudia I. González, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic. IEEE Trans. Fuzzy Syst. 22(6): 1515-1525 (2014) - 2013
- [j76]Oscar Castillo, Juan R. Castro, Patricia Melin, Antonio Rodríguez Díaz:
Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks in Nonlinear Identification. Adv. Fuzzy Syst. 2013: 136214:1-136214:16 (2013) - [j75]Yazmín Maldonado, Oscar Castillo, Patricia Melin:
Particle swarm optimization of interval type-2 fuzzy systems for FPGA applications. Appl. Soft Comput. 13(1): 496-508 (2013) - [j74]Patricia Melin, Olivia Mendoza, Oscar Castillo, Juan Ramon Castro:
A visual toolbox for modeling and testing multi-net neural systems. Comput. Appl. Eng. Educ. 21(1): 164-184 (2013) - [j73]Oscar Montiel Ross, Roberto Sepúlveda, Oscar Castillo, Patricia Melin:
Ant colony test center for planning autonomous mobile robot navigation. Comput. Appl. Eng. Educ. 21(2): 214-229 (2013) - [j72]Oscar Castillo, Patricia Melin, Juan R. Castro:
Computational intelligence software for interval type-2 fuzzy logic. Comput. Appl. Eng. Educ. 21(4): 737-747 (2013) - [j71]Patricia Melin, Leslie Astudillo, Oscar Castillo, Fevrier Valdez, Mario García Valdez:
Optimal design of type-2 and type-1 fuzzy tracking controllers for autonomous mobile robots under perturbed torques using a new chemical optimization paradigm. Expert Syst. Appl. 40(8): 3185-3195 (2013) - [j70]Patricia Melin, Frumen Olivas, Oscar Castillo, Fevrier Valdez, Jose Soria, José Mario García Valdez:
Optimal design of fuzzy classification systems using PSO with dynamic parameter adaptation through fuzzy logic. Expert Syst. Appl. 40(8): 3196-3206 (2013) - [j69]Patricia Melin, Oscar Castillo:
A review on the applications of type-2 fuzzy logic in classification and pattern recognition. Expert Syst. Appl. 40(13): 5413-5423 (2013) - 2012
- [j68]Roberto Sepúlveda, Oscar Montiel, Oscar Castillo, Patricia Melin:
Embedding a high speed interval type-2 fuzzy controller for a real plant into an FPGA. Appl. Soft Comput. 12(3): 988-998 (2012) - [j67]Oscar Castillo, Patricia Melin:
A review on the design and optimization of interval type-2 fuzzy controllers. Appl. Soft Comput. 12(4): 1267-1278 (2012) - [j66]Oscar Castillo, Patricia Melin, Eduardo Ramírez, José Soria:
Hybrid intelligent system for cardiac arrhythmia classification with Fuzzy K-Nearest Neighbors and neural networks combined with a fuzzy system. Expert Syst. Appl. 39(3): 2947-2955 (2012) - [j65]Patricia Melin, Jesus Soto, Oscar Castillo, Jose Soria:
A new approach for time series prediction using ensembles of ANFIS models. Expert Syst. Appl. 39(3): 3494-3506 (2012) - [j64]Denisse Hidalgo, Patricia Melin, Oscar Castillo:
An optimization method for designing type-2 fuzzy inference systems based on the footprint of uncertainty using genetic algorithms. Expert Syst. Appl. 39(4): 4590-4598 (2012) - [j63]Oscar Castillo, Ricardo Martinez-Marroquin, Patricia Melin, Fevrier Valdez, José Soria:
Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot. Inf. Sci. 192: 19-38 (2012) - [j62]Patricia Melin, Daniela Sánchez, Oscar Castillo:
Genetic optimization of modular neural networks with fuzzy response integration for human recognition. Inf. Sci. 197: 1-19 (2012) - [j61]Oscar Castillo, Patricia Melin:
Optimization of type-2 fuzzy systems based on bio-inspired methods: A concise review. Inf. Sci. 205: 1-19 (2012) - [j60]Bart Baesens, Pantelis Bouboulis, Sergio Cruces, Carlotta Domeniconi, Shiro Ikeda, Xuelong Li, Patricia Melin, Vadrevu Sree Hari Rao, Björn W. Schuller, Yi Shen, Huajin Tang, Cong Wang, Jian Yang, Derong Zhao, Derong Liu:
Neural Networks and Learning Systems Come Together. IEEE Trans. Neural Networks Learn. Syst. 23(1): 1-6 (2012) - 2011
- [j59]Fevrier Valdez, Patricia Melin, Oscar Castillo:
An improved evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms. Appl. Soft Comput. 11(2): 2625-2632 (2011) - [j58]Oscar Castillo, Patricia Melin, Witold Pedrycz:
Design of interval type-2 fuzzy models through optimal granularity allocation. Appl. Soft Comput. 11(8): 5590-5601 (2011) - [j57]Roberto Sepúlveda, Oscar Montiel, Oscar Castillo, Patricia Melin:
Modelling and Simulation of the defuzzification Stage of a Type-2 Fuzzy Controller Using VHDL Code. Control. Intell. Syst. 39(1) (2011) - [j56]Cecilia Leal Ramírez, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz:
Simulation of the bird age-structured population growth based on an interval type-2 fuzzy cellular structure. Inf. Sci. 181(3): 519-535 (2011) - [j55]Oscar Castillo, Patricia Melin, Arnulfo Alanis Garza, Oscar Montiel, Roberto Sepúlveda:
Optimization of interval type-2 fuzzy logic controllers using evolutionary algorithms. Soft Comput. 15(6): 1145-1160 (2011) - [j54]Patricia Melin, Olivia Mendoza, Oscar Castillo:
Face Recognition With an Improved Interval Type-2 Fuzzy Logic Sugeno Integral and Modular Neural Networks. IEEE Trans. Syst. Man Cybern. Part A 41(5): 1001-1012 (2011) - 2010
- [j53]Patricia Melin, Olivia Mendoza, Oscar Castillo:
An improved method for edge detection based on interval type-2 fuzzy logic. Expert Syst. Appl. 37(12): 8527-8535 (2010) - [j52]Oscar Castillo, Patricia Melin, Witold Pedrycz, Janusz Kacprzyk:
Preface to the special section on new trends on pattern recognition with fuzzy models. Fuzzy Sets Syst. 161(1): 1-2 (2010) - [j51]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Evolutionary method combining Particle Swarm Optimisation and Genetic Algorithms using fuzzy logic for parameter adaptation and aggregation: the case neural network optimisation for face recognition. Int. J. Artif. Intell. Soft Comput. 2(1/2): 77-102 (2010) - [j50]Martha Pulido, Alejandra Mancilla, Patricia Melin:
Ensemble neural networks with fuzzy logic integration for complex time series prediction. Int. J. Intell. Eng. Informatics 1(1): 89-103 (2010) - 2009
- [j49]Miguel Angel Porta García, Oscar Montiel, Oscar Castillo, Roberto Sepúlveda, Patricia Melin:
Path planning for autonomous mobile robot navigation with ant colony optimization and fuzzy cost function evaluation. Appl. Soft Comput. 9(3): 1102-1110 (2009) - [j48]Olivia Mendoza, Patricia Melin, Oscar Castillo:
Interval type-2 fuzzy logic and modular neural networks for face recognition applications. Appl. Soft Comput. 9(4): 1377-1387 (2009) - [j47]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
Mediative Fuzzy Logic for Controlling Population Size in Evolutionary Algorithms. Intell. Inf. Manag. 1(2): 108-119 (2009) - [j46]Miguel Lopez, Patricia Melin, Oscar Castillo:
Comparative study of fuzzy methods for response integration in ensemble neural networks. Int. J. Adv. Intell. Paradigms 1(3): 291-317 (2009) - [j45]Oscar Castillo, Patricia Melin:
Preface to the special issue on analysis and design of hybrid intelligent systems. Int. J. Intell. Syst. 24(11): 1077-1079 (2009) - [j44]Olivia Mendoza, Patricia Melin, Guillermo Licea:
Interval type-2 fuzzy logic for edges detection in digital images. Int. J. Intell. Syst. 24(11): 1115-1133 (2009) - [j43]Oscar Castillo, Patricia Melin:
Editorial to the special issue on high order fuzzy sets. Inf. Sci. 179(13): 2053-2054 (2009) - [j42]Olivia Mendoza, Patricia Melin, Guillermo Licea:
A hybrid approach for image recognition combining type-2 fuzzy logic, modular neural networks and the Sugeno integral. Inf. Sci. 179(13): 2078-2101 (2009) - [j41]Denisse Hidalgo, Oscar Castillo, Patricia Melin:
Type-1 and type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimization with genetic algorithms. Inf. Sci. 179(13): 2123-2145 (2009) - [j40]Juan R. Castro, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz:
A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks. Inf. Sci. 179(13): 2175-2193 (2009) - 2008
- [j39]Denisse Hidalgo, Oscar Castillo, Patricia Melin:
Interval type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimisation with genetic algorithms. Int. J. Biom. 1(1): 114-128 (2008) - [j38]Patricia Melin, Diana Bravo, Oscar Castillo:
Fingerprint recognition using the fuzzy Sugeno integral for response integration in modular neural networks. Int. J. Gen. Syst. 37(4): 499-515 (2008) - [j37]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
Mediative fuzzy logic: a new approach for contradictory knowledge management. Soft Comput. 12(3): 251-256 (2008) - [j36]Juan R. Castro, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz:
Building Fuzzy Inference Systems with a New Interval Type-2 Fuzzy Logic Toolbox. Trans. Comput. Sci. 1: 104-114 (2008) - 2007
- [j35]Oscar Castillo, Patricia Melin:
Preface to the special issue on soft computing for time series prediction. Appl. Soft Comput. 7(4): 1147-1148 (2007) - [j34]Patricia Melin, Alejandra Mancilla, Miguel Lopez, Olivia Mendoza:
A hybrid modular neural network architecture with fuzzy Sugeno integration for time series forecasting. Appl. Soft Comput. 7(4): 1217-1226 (2007) - [j33]Patricia Melin:
Third International Seminar on Computational Intelligence 2006, IEEE CIS Mexico Chapter [Family Corner]. IEEE Comput. Intell. Mag. 2(1): 19 (2007) - [j32]Olivia Mendoza, Patricia Melin, Guillermo Licea Sandoval:
Fuzzy Inference Systems Type-1 and Type-2 for Digital Images Edge Detection. Eng. Lett. 15(1): 45-52 (2007) - [j31]Juan E. Moreno, Oscar Castillo, Juan R. Castro, Luis G. Martínez, Patricia Melin:
Data Mining for extraction of fuzzy IF-THEN rules using Mamdani and Takagi-Sugeno-Kang FIS. Eng. Lett. 15(1): 82-88 (2007) - [j30]Oscar Castillo, Fevrier Valdez, Patricia Melin:
Hierarchical genetic algorithms for topology optimization in fuzzy control systems. Int. J. Gen. Syst. 36(5): 575-591 (2007) - [j29]Patricia Melin, Oscar Castillo:
An intelligent hybrid approach for industrial quality control combining neural networks, fuzzy logic and fractal theory. Inf. Sci. 177(7): 1543-1557 (2007) - [j28]Oscar Castillo, Patricia Melin:
Special Issue on Hybrid Intelligent Systems. Inf. Sci. 177(10): 1997-1998 (2007) - [j27]Roberto Sepúlveda, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz, Oscar Montiel:
Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic. Inf. Sci. 177(10): 2023-2048 (2007) - [j26]Oscar Montiel, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz, Roberto Sepúlveda:
Human evolutionary model: A new approach to optimization. Inf. Sci. 177(10): 2075-2098 (2007) - [j25]Oscar Castillo, Leonardo Trujillo, Patricia Melin:
Multiple Objective Genetic Algorithms for Path-planning Optimization in Autonomous Mobile Robots. Soft Comput. 11(3): 269-279 (2007) - 2006
- [j24]Leslie Astudillo, Oscar Castillo, Patricia Melin, Arnulfo Alanis Garza, Jose Soria, Luis T. Aguilar:
Intelligent Control of an Autonomous Mobile Robot using Type-2 Fuzzy Logic. Eng. Lett. 13(2): 93-97 (2006) - [j23]Patricia Melin, Jérica Urías, Daniel Solano, Miguel Soto, Miguel Lopez, Oscar Castillo:
Voice Recognition with Neural Networks, Type-2 Fuzzy Logic and Genetic Algorithms. Eng. Lett. 13(2): 108-116 (2006) - [j22]Roberto Sepúlveda, Patricia Melin, Antonio Rodríguez Díaz, Alejandra Mancilla, Oscar Montiel:
Analyzing the effects of the Footprint of Uncertainty in Type-2 Fuzzy Logic Controllers. Eng. Lett. 13(2): 138-147 (2006) - [j21]Oscar Castillo, Patricia Melin, Vladik Kreinovich:
Interval-Related Talks at the International Conference on Fuzzy Systems, Neural Networks, and Genetic Algorithms FNG'05. Reliab. Comput. 12(3): 247-251 (2006) - 2005
- [j20]Oscar Castillo, Patricia Melin:
Preface to the special issue on soft computing for modeling, simulation, and control of nonlinear dynamical systems. Int. J. Intell. Syst. 20(2): 127-129 (2005) - [j19]Patricia Melin, Cristina Felix, Oscar Castillo:
Face recognition using modular neural networks and the fuzzy Sugeno integral for response integration. Int. J. Intell. Syst. 20(2): 275-29 (2005) - [j18]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
Black box evolutionary mathematical modeling applied to linear systems. Int. J. Intell. Syst. 20(2): 293-311 (2005) - [j17]Patricia Melin, Oscar Castillo:
Intelligent control of a stepping motor drive using an adaptive neuro-fuzzy inference system. Inf. Sci. 170(2-4): 133-151 (2005) - [j16]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
Application of a breeder genetic algorithm for filter optimization. Nat. Comput. 4(1): 11-37 (2005) - 2004
- [j15]Patricia Melin, Oscar Castillo:
A New Method for Adaptive Control of Non-Linear Plants Using Type-2 Fuzzy Logic and Neural Networks. Int. J. Gen. Syst. 33(2-3): 289-304 (2004) - [j14]Oscar Castillo, Patricia Melin:
A new approach for plant monitoring using type-2 fuzzy logic and fractal theory. Int. J. Gen. Syst. 33(2-3): 305-319 (2004) - [j13]Oscar Montiel, Oscar Castillo, Roberto Sepúlveda, Patricia Melin:
Application of a breeder genetic algorithm for finite impulse filter optimization. Inf. Sci. 161(3-4): 139-158 (2004) - [j12]Patricia Melin, Oscar Castillo:
Intelligent control of a stepping motor drive using a hybrid neuro-fuzzy approach. Soft Comput. 8(8): 546-555 (2004) - 2003
- [j11]Leocundo Aguilar, Patricia Melin, Oscar Castillo:
Intelligent control of a stepping motor drive using a hybrid neuro-fuzzy ANFIS approach. Appl. Soft Comput. 3(3): 209-219 (2003) - [j10]Oscar Castillo, Patricia Melin:
Special issue on soft computing for control of non-linear dynamical systems. Appl. Soft Comput. 3(4): 303-304 (2003) - [j9]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
The evolutionary learning rule for system identification. Appl. Soft Comput. 3(4): 343-352 (2003) - [j8]Patricia Melin, Oscar Castillo:
Adaptive intelligent control of aircraft systems with a hybrid approach combining neural networks, fuzzy logic and fractal theory. Appl. Soft Comput. 3(4): 353-362 (2003) - [j7]Oscar Castillo, Patricia Melin:
Intelligent adaptive model-based control of robotic dynamic systems with a hybrid fuzzy-neural approach. Appl. Soft Comput. 3(4): 363-378 (2003) - 2002
- [j6]Oscar Castillo, Patricia Melin:
A hybrid fuzzy-fractal approach for time series analysis and plant monitoring. Int. J. Intell. Syst. 17(8): 751-765 (2002) - [j5]Patricia Melin, Oscar Castillo:
Intelligent control of aircraft dynamic systems with a new hybrid neuro-fuzzy-fractal approach. Inf. Sci. 142(1-4): 161-175 (2002) - [j4]Oscar Castillo, Patricia Melin:
Hybrid intelligent systems for time series prediction using neural networks, fuzzy logic, and fractal theory. IEEE Trans. Neural Networks 13(6): 1395-1408 (2002) - 2001
- [j3]Patricia Melin, Oscar Castillo:
A new method for adaptive model-based control of non-linear dynamic plants using a neuro-fuzzy-fractal approach. Soft Comput. 5(2): 171-177 (2001) - [j2]Patricia Melin, Oscar Castillo:
Intelligent control of complex electrochemical systems with a neuro-fuzzy-genetic approach. IEEE Trans. Ind. Electron. 48(5): 951-955 (2001) - 1999
- [j1]Oscar Castillo, Patricia Melin:
Automated mathematical modelling, simulation and behavior identification of robotic dynamic systems using a new fuzzy-fractal-genetic approach. Robotics Auton. Syst. 28(1): 19-30 (1999)
Conference and Workshop Papers
- 2022
- [c219]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 - 2021
- [c218]Rodrigo Cordero-Martínez, Daniela Sánchez, Patricia Melin:
Comparison of Image Pre-processing for Classifying Diabetic Retinopathy Using Convolutional Neural Networks. HIS 2021: 194-204 - [c217]Patricia Melin, Daniela Sánchez, Martha Pulido, Oscar Castillo:
Convolutional Neural Network Design Using a Particle Swarm Optimization for Face Recognition. HIS 2021: 233-242 - 2020
- [c216]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 - [c215]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 - [c214]Eduardo Ramírez, Patricia Melin, German Prado-Arechiga:
Toward Improving the Fuzzy KNN Algorithm Based on Takagi-Sugeno Fuzzy Inference System. NAFIPS 2020: 237-252 - 2019
- [c213]Oscar Castillo, Patricia Melin:
An Approach for Optimization of Intuitionistic and Type-2 Fuzzy Systems in Pattern Recognition Applications. FUZZ-IEEE 2019: 1-5 - [c212]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 - [c211]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 - [c210]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Optimization of Modular Neural Networks for Pattern Recognition with Parallel Genetic Algorithms. MICAI 2019: 223-235 - [c209]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
- [c208]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 - [c207]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 - [c206]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 - [c205]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 - [c204]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 - [c203]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 - [c202]Daniela Sánchez, Patricia Melin, Oscar Castillo:
Comparison of Neural Network Models Applied to Human Recognition. SOFA (1) 2018: 130-142 - 2017
- [c201]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: 131-142 - [c200]Daniela Sánchez, Patricia Melin, Oscar Castillo:
Particle Swarm Optimization with Fuzzy Dynamic Parameters Adaptation for Modular Granular Neural Networks. EUSFLAT/IWIFSGN (3) 2017: 277-288 - [c199]Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González, Oscar Castillo:
Iterative fireworks algorithm with fuzzy coefficients. FUZZ-IEEE 2017: 1-6 - [c198]Luis Rodríguez, Oscar Castillo, Mario García Valdez, José Soria, Fevrier Valdez, Patricia Melin:
Dynamic simultaneous adaptation of parameters in the grey wolf optimizer using fuzzy logic. FUZZ-IEEE 2017: 1-6 - [c197]Patricia Melin, Daniela Sánchez:
A Grey Wolf Optimization Algorithm for Modular Granular Neural Networks Applied to Iris Recognition. HIS 2017: 282-293 - [c196]Daniela Sánchez, Patricia Melin, Oscar Castillo:
Fuzzy Adaptation for Particle Swarm Optimization for Modular Neural Networks Applied to Iris Recognition. NAFIPS 2017: 104-114 - [c195]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro:
Optimization of Deep Neural Network for Recognition with Human Iris Biometric Measure. NAFIPS 2017: 172-180 - [c194]Ivette Miramontes, Gabriela E. Martinez, Patricia Melin, German Prado-Arechiga:
A Hybrid Intelligent System Model for Hypertension Risk Diagnosis. NAFIPS 2017: 202-213 - [c193]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: 232-241 - [c192]Patricia Melin, Oscar Castillo, Andrzej Pownuk, Olga Kosheleva, Vladik Kreinovich:
How to Gauge the Accuracy of Fuzzy Control Recommendations: A Simple Idea. NAFIPS 2017: 287-292 - 2016
- [c191]Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González:
Fuzzy FWA with dynamic adaptation of parameters. CEC 2016: 4053-4060 - [c190]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro:
Optimization with genetic algorithm and particle swarm optimization of type-2 fuzzy integrator for ensemble neural network in time series. FUZZ-IEEE 2016: 2067-2074 - [c189]Claudia I. González, Juan R. Castro, Olivia Mendoza, Patricia Melin:
General type-2 fuzzy edge detector applied on face recognition system using neural networks. FUZZ-IEEE 2016: 2325-2330 - [c188]Gabriela E. Martinez, Olivia Mendoza, Patricia Melin, Fernando Gaxiola:
Comparison between Choquet and Sugeno integrals as aggregation operators for modular neural networks. FUZZ-IEEE 2016: 2331-2336 - [c187]Daniela Sánchez, Patricia Melin, Juan Martín Carpio, Héctor Puga:
A firefly algorithm for modular granular neural networks optimization applied to iris recognition. IJCNN 2016: 139-144 - [c186]Fevrier Valdez, Oscar Castillo, Patricia Melin:
Ant colony optimization for the design of Modular Neural Networks in pattern recognition. IJCNN 2016: 163-168 - [c185]Alfonso Uriarte, Patricia Melin, Fevrier Valdez:
An improved Particle Swarm Optimization algorithm applied to Benchmark Functions. IEEE Conf. on Intelligent Systems 2016: 128-132 - [c184]Martha Pulido, Patricia Melin:
Genetic algorithm and Particle Swarm Optimization of ensemble neural networks with type-1 and type-2 fuzzy integration for prediction of the Taiwan Stock Exchange. IEEE Conf. on Intelligent Systems 2016: 140-145 - [c183]Beatriz González, Fevrier Valdez, Patricia Melin:
Interval Type-2 Fuzzy Logic for Parameter Adaptation in the Gravitational Search Algorithm. MICAI (1) 2016: 239-249 - [c182]Eduardo Méndez, Oscar Castillo, José Soria, Patricia Melin, Ali Sadollah:
Water Cycle Algorithm with Fuzzy Logic for Dynamic Adaptation of Parameters. MICAI (1) 2016: 250-260 - [c181]Gabriela E. Martinez, Olivia Mendoza, Juan R. Castro, Antonio Rodríguez Díaz, Patricia Melin, Oscar Castillo:
Comparison between Choquet and Sugeno integrals as aggregation operators for pattern recognition. NAFIPS 2016: 1-6 - [c180]Patricia Melin, Oscar Castillo, Claudia I. González, Juan R. Castro, Olivia Mendoza:
General Type-2 fuzzy edge detectors applied to face recognition systems. NAFIPS 2016: 1-6 - [c179]Camilo Caraveo, Fevrier Valdez, Oscar Castillo, Patricia Melin:
A new metaheuristic based on the self-defense techniques of the plants in nature. SSCI 2016: 1-5 - [c178]Beatriz González, Patricia Melin, Fevrier Valdez, German Prado-Arechiga:
Interval type-2 fuzzy logic gravitational search algorithm for the optimization of modular neural networks in echocardiogram recognition. SSCI 2016: 1-7 - [c177]Martha Pulido, Patricia Melin:
Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for Prediction of the Taiwan Stock Exchange. WCSC 2016: 151-164 - [c176]Alfonso Uriarte, Patricia Melin, Fevrier Valdez:
Optimization of Modular Neural Network Architectures with an Improved Particle Swarm Optimization Algorithm. WCSC 2016: 165-174 - [c175]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro:
Ensemble Neural Network with Type-2 Fuzzy Weights Using Response Integration for Time Series Prediction. WCSC 2016: 175-189 - 2015
- [c174]Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo:
Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems. CEC 2015: 449-455 - [c173]Jesus Soto, Patricia Melin:
Optimization of the Fuzzy Integrators in Ensembles of ANFIS Model for Time Series Prediction: The case of Mackey-Glass. IFSA-EUSFLAT 2015 - [c172]Sotir Sotirov, Evdokia Sotirova, Patricia Melin, Oscar Castillo, Krassimir T. Atanassov:
Modular Neural Network Preprocessing Procedure with Intuitionistic Fuzzy InterCriteria Analysis Method. FQAS 2015: 175-186 - [c171]Jonathan Amezcua, Patricia Melin:
Optimization of the LVQ Network Architectures with a Modular Approach for Arrhythmia Classification. IWIFSGN@FQAS 2015: 267-274 - [c170]Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga:
A Proposal of a Fuzzy System for Hypertension Diagnosis. IWIFSGN@FQAS 2015: 341-350 - [c169]Jesus Soto, Patricia Melin, Oscar Castillo:
Time Series Prediction Using Ensembles of ANFIS Models with Particle Swarm Optimization of the Fuzzy Integrators. MICAI (1) 2015: 472-483 - [c168]Jonathan Amezcua, Patricia Melin, Oscar Castillo:
A new classification method based on LVQ neural networks and Fuzzy Logic. NAFIPS/WConSC 2015: 1-5 - [c167]Claudia I. González, Juan R. Castro, Olivia Mendoza, Antonio Rodríguez Díaz, Patricia Melin, Oscar Castillo:
Edge detection method based on Interval type-2 fuzzy systems for color images. NAFIPS/WConSC 2015: 1-6 - [c166]Gabriela E. Martinez, Olivia Mendoza, Juan R. Castro, Andres Rodriguez-Diaz, Patricia Melin, Oscar Castillo:
Response integration in modular neural networks using Choquet Integral with Interval type 2 Sugeno measures. NAFIPS/WConSC 2015: 1-6 - [c165]Elid Rubio, Oscar Castillo, Patricia Melin:
A new Interval Type-2 Fuzzy Possibilistic C-Means clustering algorithm. NAFIPS/WConSC 2015: 1-5 - 2014
- [c164]Jesus Soto, Patricia Melin, Oscar Castillo:
Optimization of the type-1 and interval type-2 fuzzy integrators in Ensembles of ANFIS models for prediction of the Dow Jones time series. CIDM 2014: 186-193 - [c163]Oscar Castillo, Patricia Melin, Radoslav Tsvetkov, Krassimir T. Atanassov:
Short Remark on Fuzzy Sets, Interval Type-2 Fuzzy Sets, General Type-2 Fuzzy Sets and Intuitionistic Fuzzy Sets. IEEE Conf. on Intelligent Systems (1) 2014: 183-190 - [c162]Jonathan Amezcua, Patricia Melin, Oscar Castillo:
Design of an Optimal Modular LVQ Network for Classification of Arrhythmias Based on a Variable Training-Test Datasets Strategy. IEEE Conf. on Intelligent Systems (2) 2014: 369-375 - [c161]Fernando Gaxiola, Patricia Melin, Fevrier Valdez:
Comparison of Neural Networks with Different Membership Functions in the Type-2 Fuzzy Weights. IEEE Conf. on Intelligent Systems (1) 2014: 707-713 - [c160]Daniela Sánchez, Patricia Melin, Oscar Castillo:
Fuzzy System Optimization Using a Hierarchical Genetic Algorithm Applied to Pattern Recognition. IEEE Conf. on Intelligent Systems (2) 2014: 713-720 - [c159]Andrés Espinal, Juan Martín Carpio, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Aurelio Sotelo-Figueroa:
Developing Architectures of Spiking Neural Networks by Using Grammatical Evolution Based on Evolutionary Strategy. MCPR 2014: 71-80 - [c158]Oscar Castillo, Patricia Melin, Fevrier Valdez:
Nature-Inspired Optimization of Type-2 Fuzzy Systems. MICAI (2) 2014: 331-344 - [c157]Daniela Sánchez, Patricia Melin, Oscar Castillo:
Hierarchical Genetic Algorithms for Fuzzy Inference System Optimization Applied to Response Integration for Pattern Recognition. MICAI (2) 2014: 345-356 - [c156]Carlos Alberto Ochoa Ortíz Zezzatti, J. Saul Gonzalez-Campos, Ma. De Lourdes Margain Fuentes, Teresa Padilla, Oscar Castillo, Patricia Melin:
Implementing flower multi-objective algorithm for selection of university academic credits. NaBIC 2014: 7-11 - [c155]Gabriela E. Martínez, Olivia Mendoza, Juan R. Castro, Patricia Melin, Oscar Castillo:
Choquet Integral with Interval Type 2 Sugeno Measures as an Integration Method for Modular Neural Networks. WCSC 2014: 71-86 - [c154]Daniela Sánchez, Patricia Melin, Oscar Castillo:
Optimization of Type-1 and Type-2 Fuzzy Systems Applied to Pattern Recognition. WCSC 2014: 127-139 - [c153]Claudia I. González, Juan R. Castro, Olivia Mendoza, Patricia Melin, Oscar Castillo:
Optimization by Cuckoo Search of Interval Type-2 Fuzzy Logic Systems for Edge Detection. WCSC 2014: 141-154 - [c152]Jonathan Amezcua, Patricia Melin, Oscar Castillo:
A Neural Network with a Learning Vector Quantization Algorithm for Multiclass Classification Using a Modular Approach. WCSC 2014: 171-184 - [c151]Elid Rubio, Oscar Castillo, Patricia Melin:
Interval Type-2 Fuzzy Possibilistic C-Means Clustering Algorithm. WCSC 2014: 185-194 - [c150]Martha Pulido, Patricia Melin, Oscar Castillo:
Design of Ensemble Neural Networks for Predicting the US Dollar/MX Time Series with Particle Swarm Optimization. WCSC 2014: 317-329 - [c149]Jesus Soto, Patricia Melin, Oscar Castillo:
Genetic Optimization of Type-1 and Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction. WCSC 2014: 331-351 - 2013
- [c148]Patricia Melin:
Interval Type-2 Fuzzy Logic in Hybrid Neural Pattern Recognition Systems. On Fuzziness (2) 2013: 435-439 - [c147]Daniela Sánchez, Patricia Melin, Oscar Castillo, Fevrier Valdez:
Modular granular neural networks optimization with Multi-Objective Hierarchical Genetic Algorithm for human recognition based on iris biometric. IEEE Congress on Evolutionary Computation 2013: 772-778 - [c146]Alberto Sombra, Fevrier Valdez, Patricia Melin, Oscar Castillo:
A new gravitational search algorithm using fuzzy logic to parameter adaptation. IEEE Congress on Evolutionary Computation 2013: 1068-1074 - [c145]Jesus Soto, Patricia Melin, Oscar Castillo:
A new approach for time series prediction using ensembles of ANFIS models with interval type-2 and type-1 fuzzy integrators. CIFEr 2013: 68-73 - [c144]Jesus Soto, Patricia Melin, Oscar Castillo:
Optimization of Interval Type-2 and Type-1 Fuzzy Integrators in Ensembles of ANFIS Models with Genetic Algorithms. ENC 2013: 99-104 - [c143]Daniela Sánchez, Patricia Melin:
Hierarchical Genetic Algorithm for Type-2 fuzzy Integration applied to Human Recognition. IFSA/NAFIPS 2013: 298-303 - [c142]Claudia I. González, Juan R. Castro, Gabriela E. Martinez, Patricia Melin, Oscar Castillo:
A new approach based on generalized type-2 fuzzy logic for edge detection. IFSA/NAFIPS 2013: 424-429 - [c141]Fernando Gaxiola, Patricia Melin, Fevrier Valdez:
Neural network with lower and upper type-2 fuzzy weights using the backpropagation learning method. IFSA/NAFIPS 2013: 637-642 - [c140]Felicitas Perez-Ornelas, Olivia Mendoza, Patricia Melin, Juan R. Castro:
Fuzzy operators for quality evaluation in images edge detection. IFSA/NAFIPS 2013: 1182-1187 - [c139]Gabriela E. Martinez, Olivia Mendoza, Juan R. Castro, Patricia Melin, Oscar Castillo:
Generalized type-2 fuzzy logic in response integration of modular neural networks. IFSA/NAFIPS 2013: 1331-1336 - [c138]Abraham Melendez, Oscar Castillo, Patricia Melin:
Genetic optimization of interval type-2 fuzzy reactive controllers for mobile robots. IFSA/NAFIPS 2013: 1418-1422 - [c137]Leslie Astudillo, Patricia Melin, Oscar Castillo:
Nature inspired chemical optimization to design a type-2 fuzzy controller for a mobile robot. IFSA/NAFIPS 2013: 1423-1428 - [c136]Martha Pulido, Patricia Melin, Oscar Castillo:
Optimization of type-2 fuzzy integration in ensemble neural networks for predicting the US Dolar/MX pesos time series. IFSA/NAFIPS 2013: 1508-1512 - [c135]Oscar Castillo, Abraham Melendez, Patricia Melin, Leslie Astudillo:
Neuro-fuzzy fitness in a genetic algorithm for optimal fuzzy controller design. IJCNN 2013: 1-5 - [c134]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo:
Backpropagation learning method with interval type-2 fuzzy weights in neural networks. IJCNN 2013: 1-6 - [c133]Jesus Soto, Patricia Melin, Oscar Castillo:
Time series prediction using ensembles of neuro-fuzzy models with interval type-2 and type-1 fuzzy integrators. IJCNN 2013: 1-6 - [c132]Paula Hernández Hernández, Laura Cruz-Reyes, Patricia Melin, Julio Mar-Ortiz, Héctor Joaquín Fraire Huacuja, Héctor José Puga Soberanes, Juan Javier González Barbosa:
An Ant Colony Algorithm for Improving Ship Stability in the Containership Stowage Problem. MICAI (2) 2013: 93-104 - [c131]Martha Pulido, Patricia Melin, Oscar Castillo:
Optimization of ensemble neural networks with type-2 fuzzy response integration for predicting the Mackey-Glass time series. NaBIC 2013: 16-21 - [c130]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo:
Optimization of type-2 fuzzy weight for neural network using genetic algorithm and particle swarm optimization. NaBIC 2013: 22-28 - [c129]Jesus Soto, Patricia Melin, Oscar Castillo:
Optimization of interval type-2 and type-1 fuzzy integrators in ensembles of ANFIS models with Genetic Algorithms. NaBIC 2013: 41-46 - [c128]Evelia Lizárraga, Oscar Castillo, José Soria, Patricia Melin:
A new methodology for membership function design using Ant Colony Optimization. SIS 2013: 40-47 - [c127]Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo:
An edge detection method based on generalized type-2 fuzzy logic. T2FUZZ 2013: 39-44 - 2012
- [c126]Daniela Sánchez, Patricia Melin, Oscar Castillo, Fevrier Valdez:
Modular Neural Networks Optimization with Hierarchical Genetic Algorithms with Fuzzy Response Integration for Pattern Recognition. MICAI (2) 2012: 247-258 - [c125]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo:
Neural Network with Type-2 Fuzzy Weights Adjustment for Pattern Recognition of the Human Iris Biometrics. MICAI (2) 2012: 259-270 - [c124]Leticia Cervantes, Oscar Castillo, Patricia Melin, Fevrier Valdez:
Comparative Study of Type-1 and Type-2 Fuzzy Systems for the Three-Tank Water Control Problem. MICAI (2) 2012: 362-373 - [c123]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Parallel Particle Swarm Optimization with Parameters Adaptation Using Fuzzy Logic. MICAI (2) 2012: 374-385 - [c122]Leslie Astudillo, Patricia Melin, Oscar Castillo:
Nature optimization applied to design a type-2 fuzzy controller for an autonomous mobile robot. NaBIC 2012: 212-217 - 2011
- [c121]Leonardo Trujillo, Yuliana Martínez, Patricia Melin:
Estimating Classifier Performance with Genetic Programming. EuroGP 2011: 274-285 - [c120]Leonardo Trujillo, Yuliana Martínez, Patricia Melin:
How many neurons?: a genetic programming answer. GECCO (Companion) 2011: 175-176 - [c119]Martha Pulido, Patricia Melin, Oscar Castillo:
Genetic optimization of ensemble neural networks for complex time series prediction. IJCNN 2011: 202-206 - [c118]Fevrier Valdez, Patricia Melin, Herman Parra:
Parallel genetic algorithms for optimization of Modular Neural Networks in pattern recognition. IJCNN 2011: 314-319 - [c117]Daniela Sánchez, Patricia Melin, Oscar Castillo:
Hierarchical genetic optimization of modular neural networks and their type-2 fuzzy response integrators for human recognition based on multimodal biometry. IJCNN 2011: 1267-1274 - [c116]Leticia Cervantes, Oscar Castillo, Patricia Melin:
Intelligent Control of Nonlinear Dynamic Plants Using a Hierarchical Modular Approach and Type-2 Fuzzy Logic. MICAI (2) 2011: 1-12 - [c115]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Bio-Inspired Optimization Methods for Minimization of Complex Mathematical Functions. MICAI (2) 2011: 131-142 - [c114]Daniela Sánchez, Patricia Melin, Oscar Castillo:
A New Model of Modular Neural Networks with Fuzzy Granularity for Pattern Recognition and Its Optimization with Hierarchical Genetic Algorithms. MICAI (2) 2011: 331-342 - [c113]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo:
Modular Neural Networks with Type-2 Fuzzy Integration for Pattern Recognition of Iris Biometric Measure. MICAI (2) 2011: 363-373 - [c112]Elid Rubio, Oscar Castillo, Patricia Melin:
A new validation index for fuzzy clustering and its comparisons with other methods. SMC 2011: 301-306 - 2010
- [c111]Denisse Hidalgo, Patricia Melin, Olivia Mendoza:
Evolutionary optimization of type-2 fuzzy systems based on the level of uncertainty. FUZZ-IEEE 2010: 1-6 - [c110]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Fuzzy control of parameters to dynamically adapt the PSO and GA Algorithms. FUZZ-IEEE 2010: 1-8 - [c109]José Parra Galaviz, Leonardo Trujillo, Patricia Melin:
Backpropagation learning with a (1+1) ES. GECCO (Companion) 2010: 2103-2104 - [c108]Denisse Hidalgo, Patricia Melin, Oscar Castillo:
Optimal Design of Type-2 Fuzzy Membership Functions Using Genetic Algorithms in a Partitioned Search Space. GrC 2010: 212-216 - [c107]Patricia Melin:
Interval Type-2 Fuzzy Logic Applications in Image Processing and Pattern Recognition. GrC 2010: 728-731 - [c106]Fernando Gaxiola, Patricia Melin, Miguel Lopez:
Modular neural networks for person recognition using segmentation and the iris biometric measurement with image pre-processing. IJCNN 2010: 1-7 - [c105]Lizette Gutierrez, Patricia Melin, Miguel Lopez:
Modular neural network integrator for human recognition from ear images. IJCNN 2010: 1-5 - [c104]Denisse Hidalgo, Patricia Melin, Oscar Castillo, Guillermo Licea:
Optimization of type-2 fuzzy systems based on the level of uncertainty, applied to response integration in modular neural networks with multimodal biometry. IJCNN 2010: 1-6 - [c103]Miguel Lopez, Patricia Melin, Oscar Castillo:
A new approach for fuzzy feature extraction based on pixel's brightness. IJCNN 2010: 1-7 - [c102]Olivia Mendoza, Patricia Melin, Oscar Castillo:
Neural networks recognition rate as index to compare the performance of fuzzy edge detectors. IJCNN 2010: 1-6 - [c101]Denisse Hidalgo, Patricia Melin, Oscar Castillo:
Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions Applied to Benchmark Problems. MICAI (2) 2010: 454-464 - [c100]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Fuzzy Logic for Parameter Tuning in Evolutionary Computation and Bio-inspired Methods. MICAI (2) 2010: 465-474 - [c99]Ricardo Martínez-Soto, Oscar Castillo, Luis T. Aguilar, Patricia Melin:
Fuzzy Logic Controllers Optimization Using Genetic Algorithms and Particle Swarm Optimization. MICAI (2) 2010: 475-486 - 2009
- [c98]Olivia Mendoza, Patricia Melin, Juan Ramon Castro:
The Use of Interval Type-2 Fuzzy Logic as a General Method for Edge Detection. IFSA/EUSFLAT Conf. 2009: 774-779 - [c97]Miguel Lopez, Patricia Melin, Oscar Castillo:
Pattern Recognition in Blur Motion Noisy Images using Fuzzy Methods for Response Integration in Ensemble Neural Networks. IFSA/EUSFLAT Conf. 2009: 809-814 - [c96]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Fuzzy Logic Adaptation of a Hybrid Evolutionary Method for Pattern Recognition. IFSA/EUSFLAT Conf. 2009: 815-820 - [c95]Juan R. Castro, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz, Olivia Mendoza:
Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks Illustrated with the Case of Non-linear Identification. IFSA/EUSFLAT Conf. 2009: 1382-1387 - [c94]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Evolutionary method combining particle swarm optimization and genetic algorithms using fuzzy logic for decision making. FUZZ-IEEE 2009: 2114-2119 - [c93]Olivia Mendoza, Patricia Melin, Oscar Castillo:
Application of interval type-2 fuzzy logic for estimating module relevance in Sugeno integration of modular neural networks. FUZZ-IEEE 2009: 2120-2125 - [c92]Manuel Alvarado, Patricia Melin, Miguel Lopez, Alejandra Mancilla, Oscar Castillo:
A hybrid approach with the wavelet transform, modular neural networks and fuzzy integrals for face and fingerprint recognition. HIMA 2009: 19-24 - [c91]Oscar Castillo, Patricia Melin:
Tutorial: Hybrid intelligent systems with Soft Computing techniques. HIMA 2009 - [c90]Oscar Castillo, Patricia Melin, J. Esteban Gamez, Vladik Kreinovich, Olga Kosheleva:
Intelligence techniques are needed to further enhance the advantage of groups with diversity in problem solving. HIMA 2009: 48-55 - [c89]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Fuzzy Logic for Combining Particle Swarm Optimization and Genetic Algorithms: Preliminary Results. MICAI 2009: 444-453 - [c88]Denisse Hidalgo, Patricia Melin, Guillermo Licea, Oscar Castillo:
Optimization of Type-2 Fuzzy Integration in Modular Neural Networks Using an Evolutionary Method with Applications in Multimodal Biometry. MICAI 2009: 454-465 - [c87]Oscar Castillo, Cecilia Leal Ramírez, Patricia Melin, Antonio Rodríguez Díaz:
Interval type-2 fuzzy logic system to simulate the environment resources stochasticity inducing the population growth shape. SMC 2009: 935-940 - [c86]Oscar Castillo, Patricia Melin, Ricardo Martínez-Soto, Antonio Rodríguez Díaz, Luis T. Aguilar:
Optimization of Type-2 Fuzzy Logic Controllers for Mobile Robots Using Evolutionary Methods. SMC 2009: 4764-4769 - [c85]Roberto Sepúlveda, Oscar Montiel Ross, Oscar Castillo, Patricia Melin:
Embedding a KM Type Reducer for High Speed Fuzzy Controller into an FPGA. WSC 2009: 217-228 - 2008
- [c84]Fevrier Valdez, Patricia Melin, Oscar Castillo, Oscar Montiel:
A New Evolutionary Method with a Hybrid Approach Combining Particle Swarm Optimization and Genetic Algorithms using Fuzzy Logic for Decision Making. IEEE Congress on Evolutionary Computation 2008: 1333-1339 - [c83]Juan R. Castro, Oscar Castillo, Patricia Melin, Andres Rodriguez-Diaz, Luis G. Martínez:
Intelligent control using an Interval Type-2 Fuzzy Neural Network with a hybrid learning algorithm. FUZZ-IEEE 2008: 893-900 - [c82]Denisse Hidalgo, Oscar Castillo, Patricia Melin:
Optimization with genetic algorithms of modular neural networks using interval type-2 fuzzy logic for response integration: The case of multimodal biometry. IJCNN 2008: 738-745 - [c81]Olivia Mendoza, Patricia Melin, Guillermo Licea:
Estimating module relevance with Sugeno integration of modular neural networks using Interval Type-2 Fuzzy logic. IJCNN 2008: 1329-1335 - [c80]Miguel Lopez, Patricia Melin:
Response integration in Ensemble Neural Networks using interval type-2 Fuzzy logic. IJCNN 2008: 1503-1508 - [c79]Fevrier Valdez, Patricia Melin, Olivia Mendoza:
A new evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms: The case of neural networks optimization. IJCNN 2008: 1536-1543 - [c78]Ieroham S. Baruch, Rosalba Galván-Guerra, Carlos-Roman Mariaca-Gaspar, Patricia Melin:
Decentralized indirect adaptive Fuzzy-Neural Multi-Model control of a distributed parameter bioprocess plant. IJCNN 2008: 1657-1664 - [c77]Oscar Castillo, Patricia Melin:
Computational intelligence software: Type-2 Fuzzy Logic and Modular Neural Networks. IJCNN 2008: 1820-1827 - 2007
- [c76]Oscar Montiel, Roberto Sepúlveda, Patricia Melin, Oscar Castillo, Miguel Angel Porta García, Iliana Marlen Meza-Sánchez:
Performance of a Simple Tuned Fuzzy Controller and a PID Controller on a DC Motor. FOCI 2007: 531-537 - [c75]Juan R. Castro, Oscar Castillo, Patricia Melin:
An Interval Type-2 Fuzzy Logic Toolbox for Control Applications. FUZZ-IEEE 2007: 1-6 - [c74]Roberto Sepúlveda, Oscar Castillo, Patricia Melin, Oscar Montiel, Luis T. Aguilar:
Evolutionary Optimization of Interval Type-2 Membership Functions Using the Human Evolutionary Model. FUZZ-IEEE 2007: 1-6 - [c73]Jérica Urías, Patricia Melin, Oscar Castillo:
A Method for Response Integration in Modular Neural Networks using Interval Type-2 Fuzzy Logic. FUZZ-IEEE 2007: 1-6 - [c72]Oscar Castillo, Patricia Melin, Janusz Kacprzyk, Witold Pedrycz:
Type-2 Fuzzy Logic: Theory and Applications. GrC 2007: 145-150 - [c71]Olivia Mendoza, Patricia Melin, Guillermo Licea:
A New Method for Edge Detection in Image Processing Using Interval Type-2 Fuzzy Logic. GrC 2007: 151-156 - [c70]Juan R. Castro, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz:
Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks. GrC 2007: 157-162 - [c69]Olivia Mendoza, Patricia Melin, Oscar Castillo, Guillermo Licea:
Type-2 Fuzzy Logic for Improving Training Data and Response Integration in Modular Neural Networks for Image Recognition. IFSA (1) 2007: 604-612 - [c68]Miguel Lopez, Patricia Melin, Oscar Castillo:
A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach. IFSA (2) 2007: 772-780 - [c67]Jérica Urías, Denisse Hidalgo, Patricia Melin, Oscar Castillo:
A New Method for Response Integration in Modular Neural Networks using Type-2 Fuzzy Logic for Biometric Systems. IJCNN 2007: 311-315 - [c66]Olivia Mendoza, Patricia Melin, Guillermo Licea:
Type-2 Fuzzy Systems for Improving Training Data and Decision Making in Modular Neural Networks for Image Recognition. IJCNN 2007: 2931-2935 - [c65]Patricia Melin, Alejandra Mancilla, Miguel Lopez, Jose Soria, Oscar Castillo:
Pattern Recognition for Industrial Monitoring and Security using the Fuzzy Sugeno Integral and Modular Neural Networks. IJCNN 2007: 2977-2981 - [c64]Oscar Castillo, Patricia Melin:
Comparison of Hybrid Intelligent Systems, Neural Networks and Interval Type-2 Fuzzy Logic for Time Series Prediction. IJCNN 2007: 3086-3091 - 2006
- [c63]Oscar Castillo, Nohé R. Cázarez-Castro, Patricia Melin:
Design of Stable Type-2 Fuzzy Logic Controllers based on a Fuzzy Lyapunov Approach. FUZZ-IEEE 2006: 2331-2336 - [c62]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
Intelligent Control of Dynamic Population Size for Evolutionary Algorithms. IC-AI 2006: 551-557 - [c61]Oscar Castillo, Roberto Sepúlveda, Patricia Melin, Oscar Montiel:
Evolutionary Optimization of Interval Type-2 Membership Functions. IC-AI 2006: 558-564 - [c60]Arnulfo Alanis Garza, Karim Ramirez, Oscar Castillo, Hector Arias, Patricia Melin:
Monitoring and Diagnostics with Intelligent Agents using Fuzzy Logic. IC-AI 2006: 571-577 - [c59]Jérica Urías, Daniel Solano, Miguel Soto, Miguel Lopez, Patricia Melin:
Type-2 Fuzzy Logic as a Method of Response Integration in Modular Neural Networks. IC-AI 2006: 584-590 - [c58]Omar Blanchet, Martha Ramirez, Maribel Gutierrez, Jassiny Quintero, Alejandra Mancilla, Patricia Melin:
A Hybrid Approach with Modular Neural Networks and Fuzzy Logic for Time Series Prediction. IC-AI 2006: 591-597 - [c57]Patricia Melin, Olivia Mendoza, Miguel Soto, Maribel Gutierez, Daniel Solano:
An Intelligent System for Pattern Recognition and Time Series Prediction using Modular Neural Networks. IJCNN 2006: 4071-4077 - [c56]Patricia Melin, Jérica Urías, Jassiny Quintero, Martha Ramirez, Omar Blanchet:
Forecasting Economic Time Series Using Modular Neural Networks and the Fuzzy Sugeno Integral as Response Integration Method. IJCNN 2006: 4363-4368 - 2005
- [c55]Roberto Sepúlveda, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz, Oscar Montiel:
Handling Uncertainty in Controllers Using Type-2 Fuzzy Logic. FUZZ-IEEE 2005: 248-253 - [c54]Patricia Melin, Ileana Leal, Valente Ochoa, Luis Valenzuela, Daniel Clemente:
Modular Neural Networks and Fuzzy Sugeno Integrals for Time Series Prediction. IC-AI 2005: 393-399 - [c53]Olivia Mendoza, Gabriela Torres, Patricia Melin:
An Intelligent System for Modeling and Simulation with Modular Neural Networks. IC-AI 2005: 406-411 - [c52]Roberto Sepúlveda, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz, Oscar Montiel:
A Simulink Model for Testing Uncertainty In Type-2 Fuzzy Controllers. IC-AI 2005: 419-425 - [c51]Oscar Montiel, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz, Roberto Sepúlveda:
Reducing The Cycling Problem In Evolutionary Algorithms. IC-AI 2005: 426-434 - [c50]Patricia Melin, Claudia I. González, Felma Gonzalez, Oscar Castillo:
Face recognition using modular neural networks and fuzzy Sugeno integral for response integration. IJCNN 2005: 349-354 - [c49]Gabriela E. Martinez, Patricia Melin, Oscar Castillo:
Optimization of modular neural networks using hierarchical genetic algorithms applied to speech recognition. IJCNN 2005: 1400-1405 - [c48]Patricia Melin, Diana Bravo, Oscar Castillo:
Fingerprint recognition using modular neural networks and fuzzy integrals for response integration. IJCNN 2005: 2589-2594 - 2004
- [c47]Oscar Castillo, Patricia Melin:
Fuzzy logic for plant monitoring and diagnostics. FUZZ-IEEE 2004: 61-66 - [c46]Oscar Castillo, Patricia Melin:
Adaptive noise cancellation using type-2 fuzzy logic and neural networks. FUZZ-IEEE 2004: 1093-1098 - [c45]Patricia Melin, Felma Gonzalez, Gabriela E. Martinez:
Pattern Recognition Using Modular Neural Networks and Genetic Algorithms. IC-AI 2004: 77-83 - [c44]Oscar Montiel, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz, Roberto Sepúlveda:
Evolutionary Non-Linear System Identification. IC-AI 2004: 84-90 - [c43]Patricia Melin, Alejandra Mancilla, Claudia I. González, Diana Bravo:
Modular Neural Networks with Fuzzy Sugeno Integral Response Integration for Face and Fingerprint Recognition. IC-AI 2004: 91-97 - [c42]Patricia Melin, Claudia I. González, Diana Bravo, Felma Gonzalez, Gabriela E. Martinez:
Modular Neural Networks and Fuzzy Sugeno Integral for Face and Fingerprint Recognition. WSC 2004: 603-618 - [c41]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
Evolutionary Modeling Using A Wiener Model. WSC 2004: 619-632 - 2003
- [c40]Oscar Castillo, Patricia Melin:
A new hybrid approach for plant monitoring and diagnostics using type-2 fuzzy logic and fractal theory. FUZZ-IEEE 2003: 102-107 - [c39]Patricia Melin, Oscar Castillo:
A new method for adaptive model-based control of non-linear plants using type-2 fuzzy logic and neural networks. FUZZ-IEEE 2003: 420-425 - [c38]Roberto Sepúlveda, Oscar Montiel Ross, Oscar Castillo, Patricia Melin:
A reprogrammable hardware fuzzy controller for the battery charging process. FUZZ-IEEE 2003: 1008-1013 - [c37]Oscar Castillo, Patricia Melin:
Soft computing and fractal theory for industrial applications. FUZZ-IEEE 2003: 1492 - [c36]Oscar Castillo, Luz Elena Cortez, Patricia Melin:
Plant Monitoring and Diagnostics Using Fuzzy Logic. IC-AI 2003: 207-213 - [c35]Patricia Melin, Jesus Gaxiola, Angeles Quezada, Oscar Castillo:
Evolution of Modular Neural Networks for System Identification. IC-AI 2003: 214-220 - [c34]Patricia Melin, Maria Luisa Acosta, Cristina Felix:
Pattern Recognition Using Fuzzy Logic and Neural Networks. IC-AI 2003: 221-227 - [c33]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
Interference Cancellation Using a Fuzzy Real Coded Evolutionary Algorithm. IC-AI 2003: 228-234 - [c32]Roberto Sepúlveda, Patricia Melin, Edgar Zamudio, Oscar Montiel:
Fuzzy Control for Optimizing the Transmission Power in Cellular Phones. IC-AI 2003: 235-241 - [c31]Patricia Melin, Oscar Castillo:
Intelligent control of non-linear plants using type-2 fuzzy logic and neural networks. IJCNN 2003: 1558-1562 - [c30]Patricia Melin, Oscar Castillo:
A New Approach for Intelligent Control of Non-linear Dynamic Plants using Type-2 Fuzzy Logic and Neural Networks. Neural Networks and Computational Intelligence 2003: 90-95 - 2002
- [c29]Patricia Melin, Oscar Castillo:
A new approach for quality control of sound speakers combining type-2 fuzzy logic and fractal theory. FUZZ-IEEE 2002: 825-830 - [c28]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
The Evolutionary Learning Rule for System Identification in Adaptive Finite Impulse Filters. HIS 2002: 755-764 - [c27]Oscar Castillo, Patricia Melin, Ricardo Palma, Edgar Noriega:
Parallel Processing of Genetic Algorithms and Neural Networks for Control. IC-AI 2002: 1117-1122 - [c26]Patricia Melin, Margarita Ramirez:
Intelligent Interface for Control of Non-Linear Plants. IC-AI 2002: 1130-1136 - [c25]Patricia Melin, Oscar Castillo, Alejandro Prieto:
Intelligent Control of Non-Linear Dynamic Plants Using Soft Computing. IC-AI 2002: 1156-1162 - [c24]Roberto Sepúlveda, Oscar Montiel, Patricia Melin:
Fuzzy Control Embedded in a CPLD for Testing Batteries. IC-AI 2002: 1170-1176 - [c23]Oscar Castillo, Patricia Melin:
A New Theory of Fuzzy Chaos and Its application for Simulation of Robotic Dynamic Systems. JCIS 2002: 149-152 - [c22]Patricia Melin, Oscar Castillo:
Intelligent Control of a Motor Drive Using a Hybrid Neuro-Fuzzy Approach. JCIS 2002: 549-552 - [c21]Oscar Montiel, Roberto Sepúlveda, Oscar Castillo, Patricia Melin:
A Breeder Genetic Algorithm for Finite Impulse Filter Optimization. JCIS 2002: 582-585 - 2001
- [c20]Oscar Castillo, Patricia Melin, Oscar Montiel, Roberto Sepúlveda:
Application Of A Breeder Genetic Algorithm For System Identification In An Adaptive Finite Impulse Response Filter. Evolvable Hardware 2001: 146-156 - [c19]Oscar Castillo, Patricia Melin:
A New Theory of Fuzzy Chaos and Its Application for Simulation and Control of Robotic Dynamic Systems. FUZZ-IEEE 2001: 151-154 - [c18]Patricia Melin, Oscar Castillo:
Adaptive Control of a Stepping Motor Drive Using a Hybrid Neuro-Fuzzy Approach. FUZZ-IEEE 2001: 155-158 - [c17]Patricia Melin, Oscar Castillo:
Intelligent adaptive control of nonlinear dynamical systems with a hybrid neuro-fuzzy-genetic approach. SMC 2001: 1508-1513 - [c16]Oscar Castillo, Patricia Melin:
Simulation and forecasting complex financial time series using neural networks and fuzzy logic. SMC 2001: 2664-2669 - 2000
- [c15]Oscar Castillo, Patricia Melin:
Automated simulation of non-linear dynamical systems with a Lotka-Volterra population based approach. CEC 2000: 761-768 - [c14]Oscar Castillo, Patricia Melin:
Intelligent simulation and forecasting of competing dynamic companies with a fuzzy-genetic approach. CIFEr 2000: 97-100 - [c13]Oscar Castillo, Patricia Melin:
Automated simulation of robotic dynamic systems using a new fuzzy-fractal-genetic approach. FUZZ-IEEE 2000: 245-250 - [c12]Patricia Melin, Oscar Castillo:
Controlling chaotic and unstable behavior in non-linear biochemical reactors by using a new neuro-fuzzy-fractal approach. FUZZ-IEEE 2000: 949-952 - 1999
- [c11]Oscar Castillo, Patricia Melin:
Intelligent Mathematical Modelling and Simulation of Robotic Dynamic Systems using a New Fuzzy-Fractal-Genetic Approach. Annual Simulation Symposium 1999: 112-117 - [c10]Oscar Castillo, Patricia Melin:
A general method for automated simulation of non-linear dynamical systems using a new fuzzy-fractal-genetic approach. CEC 1999: 2333-2340 - [c9]Oscar Castillo, Patricia Melin:
A new method for adaptive model-based control of economic systems using a neuro-fuzzy-genetic approach: the case of international trade dynamics. CIFEr 1999: 17-26 - [c8]Oscar Castillo, Patricia Melin:
Adaptive model-based control of robotic dynamic systems with a new neuro-fuzzy-fractal approach. IJCNN 1999: 4202-4207 - [c7]Patricia Melin, Oscar Castillo:
Intelligent adaptive control of aircraft dynamic systems with a new neuro-fuzzy-fractal approach. IJCNN 1999: 4208-4212 - 1998
- [c6]Oscar Castillo, Patricia Melin:
A new fuzzy-genetic approach for the simulation and forecasting of international trade non-linear dynamics. CIFEr 1998: 189-196 - [c5]Oscar Castillo, Patricia Melin:
Automated mathematical modelling and simulation of robotic dynamic systems using a new fuzzy-fractal-genetic approach. SMC 1998: 3382-3387 - 1997
- [c4]Oscar Castillo, Patricia Melin:
Simulation and forecasting of international trade dynamics using non-linear mathematical models and fuzzy logic techniques. CIFEr 1997: 100-106 - 1996
- [c3]Oscar Castillo, Patricia Melin:
Automated mathematical modelling for financial time series prediction using fuzzy logic, dynamical systems and fractal theory. CIFEr 1996: 120-126 - 1995
- [c2]Oscar Castillo, Patricia Melin:
An intelligent system for financial time series prediction combining dynamical systems theory, fractal theory, and statistical methods. CIFEr 1995: 151-155 - [c1]Oscar Castillo, Patricia Melin:
QUACONTRA: Quality Control Training in the Food Industry Using an Intelligent Tutor. IEA/AIE 1995: 835-844
Parts in Books or Collections
- 2024
- [p170]Oscar Castillo, Patricia Melin:
Towards Interval Type-3 Fuzzy Parameter Adaptation in Metaheuristics. New Directions on Hybrid Intelligent Systems 2024: 3-8 - [p169]Sergio Varela-Santos, Patricia Melin:
Type-2 Mamdani Fuzzy System Optimization for a Classification Ensemble with Black Widow Optimizer. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 2024: 31-45 - [p168]Oscar Castillo, Patricia Melin:
Towards Designing Interval Type-3 Fuzzy PID Controllers. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 2024: 47-52 - [p167]Jose Eduardo Lopez-Ramos, Oscar Castillo, Patricia Melin:
Design of a Fuzzy PID Controller for the Balancing Problem of a Quadruped Robot. New Directions on Hybrid Intelligent Systems 2024: 55-60 - [p166]Martha Ramirez, Patricia Melin:
Classification of Consumption Level in Developing Countries for Time Series Prediction Using a Hierarchical Nested Artificial Neural Network Method. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 2024: 55-65 - [p165]Martha Ramirez, Patricia Melin:
Modular Perspective for Population and Gross National Income Time Series Prediction Using a Neural Network Model: A Case Study of OECD Member Countries. New Directions on Hybrid Intelligent Systems 2024: 63-71 - [p164]Patricia Melin, Oscar Castillo:
Aggregation in Ensemble Neural Models with Type-3 and Intuitionistic Fuzzy Logic. New Directions on Hybrid Intelligent Systems 2024: 73-83 - [p163]Martha Pulido, Patricia Melin:
Radial Basis Function Neural Network for Time Series Prediction: The Case of Yen Currency. New Directions on Hybrid Intelligent Systems 2024: 85-95 - [p162]Yutzil Poma, Patricia Melin:
Prediction Using a Fuzzy Inference System in the Classification Layer of a Convolutional Neural Network Replacing the Softmax Function. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 2024: 121-129 - [p161]Ivette Miramontes, Patricia Melin:
Parameter Exploration in the Artificial Gorilla Troops Optimizer Algorithm. New Directions on Hybrid Intelligent Systems 2024: 183-193 - [p160]Juan Barraza, Luis Rodríguez, Fevrier Valdez, Patricia Melin, Oscar Castillo:
A Hybrid Fuzzy Fireworks and Grey Wolf Metaheuristic Algorithm. New Directions on Hybrid Intelligent Systems 2024: 195-210 - [p159]Prometeo Cortés-Antonio, Patricia Melin, Fevrier Valdez, Oscar Castillo:
A Comparison of Single-Based Versus Population-Based Search Algorithms in the Optimization of Fuzzy Systems. New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics 2024: 285-295 - 2022
- [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
- [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 - 2020
- [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 - 2018
- [p133]Beatriz González, Patricia Melin, Fevrier Valdez, German Prado-Arechiga:
Ensemble Neural Network Optimization Using a Gravitational Search Algorithm with Interval Type-1 and Type-2 Fuzzy Parameter Adaptation in Pattern Recognition Applications. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 17-27 - [p132]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan Ramón Castro:
Person Recognition with Modular Deep Neural Network Using the Iris Biometric Measure. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 69-80 - [p131]Emanuel Ontiveros, Patricia Melin, Oscar Castillo:
Impact Study of the Footprint of Uncertainty in Control Applications Based on Interval Type-2 Fuzzy Logic Controllers. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 181-197 - [p130]Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga:
Fuzzy Optimized Classifier for the Diagnosis of Blood Pressure Using Genetic Algorithm. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 309-318 - [p129]Martha Pulido, Patricia Melin, German Prado-Arechiga:
A New Model Based on a Fuzzy System for Arterial Hypertension Classification. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 319-327 - 2017
- [p128]Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 3-18 - [p127]Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro:
Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 39-61 - [p126]Gabriela E. Martínez, Olivia Mendoza, Juan R. Castro, Patricia Melin, Oscar Castillo:
Choquet Integral and Interval Type-2 Fuzzy Choquet Integral for Edge Detection. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 79-97 - [p125]Beatriz González, Fevrier Valdez, Patricia Melin:
A Gravitational Search Algorithm Using Type-2 Fuzzy Logic for Parameter Adaptation. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 127-138 - [p124]Jesus Soto, Patricia Melin, Oscar Castillo:
Particle Swarm Optimization of the Fuzzy Integrators for Time Series Prediction Using Ensemble of IT2FNN Architectures. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 141-158 - [p123]Jonathan Amezcua, Patricia Melin:
Classification of Arrhythmias Using Modular Architecture of LVQ Neural Network and Type 2 Fuzzy Logic. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 187-194 - [p122]Martha Pulido, Patricia Melin, German Prado-Arechiga:
A New Method Based on Modular Neural Network for Arterial Hypertension Diagnosis. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 195-205 - [p121]Daniela Sánchez, Patricia Melin, Juan Martín Carpio Valadez, Héctor Puga:
Comparison of Optimization Techniques for Modular Neural Networks Applied to Human Recognition. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 225-241 - [p120]Eduardo Méndez, Omar Lugo, Patricia Melin:
A Competitive Modular Neural Network for Long-Term Time Series Forecasting. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 243-254 - [p119]Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González:
Fireworks Algorithm (FWA) with Adaptation of Parameters Using Fuzzy Logic. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 313-327 - [p118]Luis Valenzuela, Fevrier Valdez, Patricia Melin:
Flower Pollination Algorithm with Fuzzy Approach for Solving Optimization Problems. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 357-369 - [p117]Martha Pulido, Patricia Melin, Olivia Mendoza:
Particle Swarm Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for the Taiwan Stock Exchange. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 409-421 - [p116]Alfonso Uriarte, Patricia Melin, Fevrier Valdez:
A New Hybrid PSO Method Applied to Benchmark Functions. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 423-430 - [p115]Ivette Miramontes, Gabriela E. Martinez, Patricia Melin, German Prado-Arechiga:
A Hybrid Intelligent System Model for Hypertension Diagnosis. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 541-550 - [p114]Juan Carlos Guzman, Patricia Melin, German Prado-Arechiga:
Neuro-Fuzzy Hybrid Model for the Diagnosis of Blood Pressure. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 573-582 - [p113]Denisse Hidalgo, Patricia Melin, Juan R. Castro:
Non-singleton Interval Type-2 Fuzzy Systems as Integration Methods in Modular Neural Networks Used Genetic Algorithms to Design. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 821-838 - 2016
- [p112]Elid Rubio, Oscar Castillo, Patricia Melin:
Interval Type-2 Fuzzy System Design Based on the Interval Type-2 Fuzzy C-Means Algorithm. Fuzzy Technology 2016: 133-146 - [p111]Patricia Melin, Martha Pulido, Oscar Castillo:
Ensemble Neural Network with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction and Its Optimization with PSO. Imprecision and Uncertainty in Information Representation and Processing 2016: 375-388 - 2015
- [p110]Patricia Melin:
Pattern Recognition with Modular Neural Networks and Type-2 Fuzzy Logic. Handbook of Computational Intelligence 2015: 1509-1515 - [p109]Patricia Melin, Oscar Castillo:
Fuzzy Controllers for Autonomous Mobile Robots. Handbook of Computational Intelligence 2015: 1517-1531 - [p108]Claudia I. González, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 3-11 - [p107]Jesus Soto, Patricia Melin:
Optimization of the Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction: Case of the Mexican Stock Exchange. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 27-45 - [p106]Gabriela E. Martínez, Patricia Melin, Olivia D. Mendoza, Oscar Castillo:
Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 59-70 - [p105]Fernando Gaxiola, Patricia Melin, Fevrier Valdez:
Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning for the Dow-Jones Time Series. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 73-87 - [p104]Andrés Espinal, Juan Martín Carpio Valadez, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Aurelio Sotelo-Figueroa:
Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 89-101 - [p103]Jonathan Amezcua, Patricia Melin:
Optimization of the LVQ Network Architecture with a Modular Approach for Arrhythmia Classification Using PSO. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 119-126 - [p102]Beatriz González, Fevrier Valdez, Patricia Melin, German Prado-Arechiga:
A Gravitational Search Algorithm for Optimization of Modular Neural Networks in Pattern Recognition. Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics 2015: 127-137 - [p101]Martha Pulido, Patricia Melin:
Ensemble Neural Network Optimization Using the Particle Swarm Algorithm with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction. Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics 2015: 139-149 - [p100]Daniela Sánchez, Patricia Melin:
Modular Neural Networks for Time Series Prediction Using Type-1 Fuzzy Logic Integration. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 141-154 - [p99]Alfonso Uriarte, Patricia Melin, Fevrier Valdez:
An Improved Particle Swarm Optimization Algorithm to Optimize Modular Neural Network Architectures. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 155-162 - [p98]Fausto Rodríguez-Ruelas, Patricia Melin, German Prado-Arechiga:
Left Ventricular Border Recognition in Echocardiographic Images Using Modular Neural Networks and Sugeno Integral Measures. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 163-169 - [p97]Juan Carlos Vázquez, Fevrier Valdez, Patricia Melin:
Comparative Study of Particle Swarm Optimization Variants in Complex Mathematics Functions. Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics 2015: 163-178 - [p96]Martha Pulido, Patricia Melin:
Optimization of Ensemble Neural Networks with Fuzzy Integration Using the Particle Swarm Algorithm for Time Series Prediction. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 171-184 - [p95]David de la O, Oscar Castillo, Abraham Melendez, Patricia Melin, Leslie Astudillo, Coral Sánchez:
Optimization of Reactive Fuzzy Controllers for Mobile Robots Based on the Chemical Reactions Algorithm. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 253-266 - [p94]Jorge Alberto Soria-Alcaraz, Juan Martín Carpio Valadez, Héctor Puga, Jerry Swan, Patricia Melin, Hugo Terashima, Marco Aurelio Sotelo-Figueroa:
Parallel Meta-heuristic Approaches to the Course Timetabling Problem. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 391-417 - [p93]Paula Hernández Hernández, Laura Cruz-Reyes, Patricia Melin, Julio Mar-Ortiz, Héctor Joaquín Fraire Huacuja, Héctor José Puga Soberanes, Juan Javier González Barbosa:
An Efficient Representation Scheme of Candidate Solutions for the Master Bay Planning Problem. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 441-453 - [p92]Juan Carlos Guzman, Patricia Melin, German Prado-Arechiga:
Design of a Fuzzy System for Diagnosis of Hypertension. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 517-526 - 2014
- [p91]Daniela Sánchez, Patricia Melin:
Hierarchical Genetic Algorithms for Type-2 Fuzzy System Optimization Applied to Pattern Recognition and Fuzzy Control. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 19-35 - [p90]Fernando Gaxiola, Patricia Melin, Fevrier Valdez:
Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning with Gaussian Membership Functions. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 51-65 - [p89]Jesus Soto, Patricia Melin:
Genetic Optimization of Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 79-97 - [p88]Martha Pulido, Patricia Melin:
Ensemble Neural Network Optimization Using the Particle Swarm Algorithm with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 99-112 - [p87]Alberto Ochoa-Zezzatti, Oscar Castillo, Patricia Melin, Nemesio Castillo, Sandra Bustillos, Julio Arreola:
Shipwrecked on Fear: Selection of Electives in School Minorities in a University Using Cuckoo Search Algorithm. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 139-150 - [p86]Juan Carlos Vázquez, Fevrier Valdez, Patricia Melin:
Comparative Study of Social Network Structures in PSO. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 239-254 - [p85]Jonathan Amezcua, Patricia Melin:
Optimization of Modular Neural Networks with the LVQ Algorithm for Classification of Arrhythmias Using Particle Swarm Optimization. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 307-314 - [p84]Coral Sánchez, Patricia Melin, Leslie Astudillo:
Chemical Optimization Method for Modular Neural Networks Applied in Emotion Classification. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 381-390 - [p83]Andrés Espinal, Juan Martín Carpio Valadez, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Aurelio Sotelo-Figueroa:
Comparing Metaheuristic Algorithms on the Training Process of Spiking Neural Networks. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 391-403 - [p82]José Luis Sánchez, Patricia Melin:
A Hybrid Method Combining Modular Neural Networks with Fuzzy Integration for Human Identification Based on Hand Geometric Information. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 405-425 - [p81]Beatriz González, Fevrier Valdez, Patricia Melin, German Prado-Arechiga:
Echocardiogram Image Recognition Using Neural Networks. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 427-435 - [p80]Gabriela E. Martinez, Patricia Melin, Olivia D. Mendoza, Oscar Castillo:
Face Recognition with Choquet Integral in Modular Neural Networks. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 437-449 - [p79]Jorge Alberto Soria-Alcaraz, Juan Martín Carpio, Héctor Puga, Patricia Melin, Hugo Terashima-Marín, Laura Cruz-Reyes, Marco Aurelio Sotelo-Figueroa:
Generic Memetic Algorithm for Course Timetabling ITC2007. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 481-492 - [p78]Marcela Quiroz-Castellanos, Laura Cruz-Reyes, José Torres-Jiménez, Claudia Gómez-Santillán, Héctor Joaquín Fraire Huacuja, Patricia Melin:
Characterization of the Optimization Process. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 493-507 - [p77]Laura Cruz-Reyes, Paula Hernández Hernández, Patricia Melin, Héctor Joaquín Fraire Huacuja, Julio Mar-Ortiz, Héctor José Puga Soberanes, Juan Javier González Barbosa:
A Loading Procedure for the Containership Stowage Problem. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 543-554 - 2013
- [p76]Leslie Astudillo, Patricia Melin, Oscar Castillo:
Optimization of a Fuzzy Tracking Controller for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm. Recent Advances on Hybrid Intelligent Systems 2013: 3-20 - [p75]Yazmín Maldonado, Oscar Castillo, Patricia Melin:
Particle Swarm Optimization for Average Approximation of Interval Type-2 Fuzzy Inference Systems Design in FPGAs for Real Applications. Recent Advances on Hybrid Intelligent Systems 2013: 33-49 - [p74]Daniela Sánchez, Patricia Melin:
Multi-Objective Hierarchical Genetic Algorithm for Modular Neural Network Optimization Using a Granular Approach. Recent Advances on Hybrid Intelligent Systems 2013: 107-120 - [p73]Felicitas Perez-Ornelas, Olivia Mendoza, Patricia Melin, Juan R. Castro:
Interval Type-2 Fuzzy System for Image Edge Detection Quality Evaluation Applied to Synthetic and Real Images. Recent Advances on Hybrid Intelligent Systems 2013: 147-157 - [p72]Fernando Gaxiola, Patricia Melin, Fevrier Valdez:
Genetic Optimization of Type-2 Fuzzy Weight Adjustment for Backpropagation in Ensemble Neural Network. Recent Advances on Hybrid Intelligent Systems 2013: 159-171 - [p71]Martha Pulido, Patricia Melin:
A New Method for Type-2 Fuzzy Integration in Ensemble Neural Networks Based on Genetic Algorithms. Recent Advances on Hybrid Intelligent Systems 2013: 173-182 - [p70]José Luis Sánchez, Patricia Melin:
A Hand Geometry Biometric Identification System Utilizing Modular Neural Networks with Fuzzy Integration. Recent Advances on Hybrid Intelligent Systems 2013: 183-199 - [p69]Verónica Carrera, Patricia Melin, Diana Bravo:
Development of an Automatic Method for Classification of Signatures in a Recognition System Based on Modular Neural Networks. Recent Advances on Hybrid Intelligent Systems 2013: 201-210 - [p68]Manuel Leobardo Zavala-Arriaza, Fevrier Valdez, Patricia Melin:
Architecture of Modular Neural Network in Pattern Recognition. Recent Advances on Hybrid Intelligent Systems 2013: 211-219 - [p67]Juan Carlos Vázquez, Fevrier Valdez, Patricia Melin:
Comparative Study of Particle Swarm Optimization Variants in Complex Mathematics Functions. Recent Advances on Hybrid Intelligent Systems 2013: 223-235 - [p66]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Bio-inspired Optimization Methods on Graphic Processing Unit for Minimization of Complex Mathematical Functions. Recent Advances on Hybrid Intelligent Systems 2013: 313-322 - [p65]Marcela Quiroz-Castellanos, Laura Cruz-Reyes, José Torres-Jiménez, Claudia Gómez-Santillán, Héctor J. Fraire H., Patricia Melin:
Improving the Performance of Heuristic Algorithms Based on Exploratory Data Analysis. Recent Advances on Hybrid Intelligent Systems 2013: 361-375 - [p64]Laura Cruz-Reyes, Paula Hernández Hernández, Patricia Melin, Héctor J. Fraire H., Julio Mar-Ortiz:
Constructive Algorithm for a Benchmark in Ship Stowage Planning. Recent Advances on Hybrid Intelligent Systems 2013: 393-408 - [p63]Leslie Astudillo, Patricia Melin, Oscar Castillo:
Optimization of Type-2 and Type-1 Fuzzy Tracking Controllers for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm. Soft Computing Applications in Optimization, Control, and Recognition 2013: 3-26 - [p62]Yazmín Maldonado, Oscar Castillo, Patricia Melin:
Particle Swarm Optimization for Multi-objective Control Design Using AT2-FLC in FPGA Device. Soft Computing Applications in Optimization, Control, and Recognition 2013: 97-124 - [p61]Daniela Sánchez, Patricia Melin:
Multi-Objective Hierarchical Genetic Algorithm for Modular Granular Neural Network Optimization. Soft Computing Applications in Optimization, Control, and Recognition 2013: 157-185 - [p60]Fernando Gaxiola, Patricia Melin, Fevrier Valdez:
Type-2 Fuzzy Weight Adjustment for Backpropagation in Prediction Time Series and Pattern Recognition. Soft Computing Applications in Optimization, Control, and Recognition 2013: 187-213 - [p59]Patricia Melin, Oscar Castillo:
Type-2 Fuzzy Logic in Image Analysis and Pattern Recognition. Advances in Type-2 Fuzzy Sets and Systems 2013: 187-201 - [p58]Oscar Castillo, Patricia Melin:
Bio-inspired Optimization of Interval Type-2 Fuzzy Controllers. Soft Computing: State of the Art Theory and Novel Applications 2013: 241-254 - 2012
- [p57]Patricia Melin:
Image Processing and Pattern Recognition with Mamdani Interval Type-2 Fuzzy Inference Systems. Combining Experimentation and Theory 2012: 179-190 - 2011
- [p56]Eduardo Gómez-Ramírez, Patricia Melin, Oscar Castillo:
Simple Tuning of Type-2 Fuzzy Controllers. Soft Computing for Intelligent Control and Mobile Robotics 2011: 103-123 - [p55]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Fuzzy Control for Dynamical Parameter Adaptation in a Parallel Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms. Soft Computing for Intelligent Control and Mobile Robotics 2011: 161-178 - [p54]Yazmín Maldonado, Oscar Castillo, Patricia Melin:
Optimization of Membership Functions for an Incremental Fuzzy PD Control Based on Genetic Algorithms. Soft Computing for Intelligent Control and Mobile Robotics 2011: 195-211 - [p53]Juan R. Castro, Oscar Castillo, Patricia Melin, Olivia Mendoza, Antonio Rodríguez Díaz:
An Interval Type-2 Fuzzy Neural Network for Chaotic Time Series Prediction with Cross-Validation and Akaike Test. Soft Computing for Intelligent Control and Mobile Robotics 2011: 269-285 - 2010
- [p52]Daniela Sánchez, Patricia Melin:
Modular Neural Network with Fuzzy Integration and Its Optimization Using Genetic Algorithms for Human Recognition Based on Iris, Ear and Voice Biometrics. Soft Computing for Recognition Based on Biometrics 2010: 85-102 - [p51]Denisse Hidalgo, Patricia Melin, Oscar Castillo, Guillermo Licea:
Comparative Study of Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions. Soft Computing for Recognition Based on Biometrics 2010: 103-120 - [p50]Lizette Gutierrez, Patricia Melin, Miguel Lopez:
Modular Neural Network for Human Recognition from Ear Images Using Wavelets. Soft Computing for Recognition Based on Biometrics 2010: 121-135 - [p49]Fernando Gaxiola, Patricia Melin, Miguel Lopez:
Modular Neural Networks for Person Recognition Using the Contour Segmentation of the Human Iris Biometric Measurement. Soft Computing for Recognition Based on Biometrics 2010: 137-153 - [p48]Juan Carlos Vázquez, Miguel Lopez, Patricia Melin:
Real Time Face Identification Using a Neural Network Approach. Soft Computing for Recognition Based on Biometrics 2010: 155-169 - [p47]Miguel Lopez, Patricia Melin, Oscar Castillo:
Comparative Study of Feature Extraction Methods of Fuzzy Logic Type 1 and Type-2 for Pattern Recognition System Based on the Mean Pixels. Soft Computing for Recognition Based on Biometrics 2010: 171-188 - [p46]Fevrier Valdez, Patricia Melin:
A New Evolutionary Method with Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Systems to Dynamically Parameter Adaptation. Soft Computing for Recognition Based on Biometrics 2010: 225-243 - [p45]Leslie Astudillo, Patricia Melin, Oscar Castillo:
A New Optimization Method Based on a Paradigm Inspired by Nature. Soft Computing for Recognition Based on Biometrics 2010: 277-283 - [p44]José Parra Galaviz, Patricia Melin, Leonardo Trujillo:
Improvement of the Backpropagation Algorithm Using (1+1) Evolutionary Strategies. Soft Computing for Recognition Based on Biometrics 2010: 287-302 - [p43]Martha Cárdenas, Patricia Melin, Laura Cruz-Reyes:
Parallel Genetic Algorithms for Architecture Optimization of Neural Networks for Pattern Recognition. Soft Computing for Recognition Based on Biometrics 2010: 303-315 - [p42]Olivia Mendoza, Patricia Melin, Oscar Castillo, Juan Ramon Castro:
Comparison of Fuzzy Edge Detectors Based on the Image Recognition Rate as Performance Index Calculated with Neural Networks. Soft Computing for Recognition Based on Biometrics 2010: 389-399 - [p41]Roberto Sepúlveda, Oscar Montiel, Alfredo González, Patricia Melin:
Intelligent Method for Contrast Enhancement in Digital Video. Soft Computing for Recognition Based on Biometrics 2010: 401-422 - [p40]Oscar Montiel, Roberto Sepúlveda, Alfredo González, Patricia Melin:
Method for Obstacle Detection and Map Reconfiguration in Wheeled Mobile Robotics. Soft Computing for Recognition Based on Biometrics 2010: 423-441 - 2009
- [p39]Ricardo Muñoz, Oscar Castillo, Patricia Melin:
Face, Fingerprint and Voice Recognition with Modular Neural Networks and Fuzzy Integration. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition 2009: 69-79 - [p38]Mónica Beltrán, Patricia Melin, Leonardo Trujillo:
Modular Neural Networks with Fuzzy Response Integration for Signature Recognition. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition 2009: 81-91 - [p37]Martha Pulido, Alejandra Mancilla, Patricia Melin:
An Ensemble Neural Network Architecture with Fuzzy Response Integration for Complex Time Series Prediction. Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control 2009: 85-110 - [p36]Magdalena Serrano, Erika Ayala, Patricia Melin:
Intelligent Hybrid System for Person Identification Using Biometric Measures and Modular Neural Networks with Fuzzy Integration of Responses. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition 2009: 93-109 - [p35]Denisse Hidalgo, Patricia Melin, Guillermo Licea:
Optimization of Modular Neural Networks with Interval Type-2 Fuzzy Logic Integration Using an Evolutionary Method with Application to Multimodal Biometry. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition 2009: 111-121 - [p34]Ricardo Muñoz, Oscar Castillo, Patricia Melin:
Optimization of Fuzzy Response Integrators in Modular Neural Networks with Hierarchical Genetic Algorithms: The Case of Face, Fingerprint and Voice Recognition. Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control 2009: 111-129 - [p33]Miguel Lopez, Patricia Melin, Oscar Castillo:
Comparative Study of Fuzzy Methods for Response Integration in Ensemble Neural Networks for Pattern Recognition. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition 2009: 123-140 - [p32]Erika Ayala, Miguel Lopez, Patricia Melin:
Modular Neural Network with Fuzzy Integration of Responses for Face Recognition. Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control 2009: 131-158 - [p31]Martha Pulido, Alejandra Mancilla, Patricia Melin:
Ensemble Neural Networks with Fuzzy Integration for Complex Time Series Prediction. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition 2009: 143-155 - [p30]Magdalena Serrano, Patricia Melin:
A Modular Neural Network with Fuzzy Response Integration for Person Identification Using Biometric Measures. Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control 2009: 159-183 - [p29]Mónica Beltrán, Patricia Melin, Leonardo Trujillo:
Signature Recognition with a Hybrid Approach Combining Modular Neural Networks and Fuzzy Logic for Response Integration. Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control 2009: 185-201 - [p28]Fevrier Valdez, Patricia Melin, Guillermo Licea:
Modular Neural Networks Architecture Optimization with a New Evolutionary Method Using a Fuzzy Combination Particle Swarm Optimization and Genetic Algorithms. Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition 2009: 199-213 - [p27]Oscar Castillo, Patricia Melin:
Interval Type-2 Fuzzy Logic Applications. Human-Centric Information Processing Through Granular Modelling 2009: 203-231 - 2008
- [p26]Patricia Melin, Oscar Castillo:
Fuzzy Modeling Fundamentals. Wiley Encyclopedia of Computer Science and Engineering 2008 - [p25]Denisse Hidalgo, Oscar Castillo, Patricia Melin:
Type-1 and Type-2 Fuzzy Inference Systems as Integration Methods in Modular Neural Networks for Multimodal Biometry and Its Optimization with Genetic Algorithms. Soft Computing for Hybrid Intelligent Systems 2008: 89-114 - [p24]Olivia Mendoza, Patricia Melin, Guillermo Licea:
Interval Type-2 Fuzzy Logic for Module Relevance Estimation in Sugeno Integration of Modular Neural Networks. Soft Computing for Hybrid Intelligent Systems 2008: 115-127 - [p23]Miguel Lopez, Patricia Melin, Oscar Castillo:
Optimization of Response Integration with Fuzzy Logic in Ensemble Neural Networks Using Genetic Algorithms. Soft Computing for Hybrid Intelligent Systems 2008: 129-150 - [p22]José M. Villegas, Alejandra Mancilla, Patricia Melin:
Optimization of Modular Neural Network, Using Genetic Algorithms: The Case of Face and Voice Recognition. Soft Computing for Hybrid Intelligent Systems 2008: 151-169 - [p21]Pedro Antonio Salazar-Tejeda, Patricia Melin, Oscar Castillo:
A New Biometric Recognition Technique Based on Hand Geometry and Voice Using Neural Networks and Fuzzy Logic. Soft Computing for Hybrid Intelligent Systems 2008: 171-186 - [p20]Rogelio Serrano, Juan J. Tapia, Oscar Montiel, Roberto Sepúlveda, Patricia Melin:
High Performance Parallel Programming of a GA Using Multi-core Technology. Soft Computing for Hybrid Intelligent Systems 2008: 307-314 - [p19]Martha Cárdenas, Juan J. Tapia, Roberto Sepúlveda, Oscar Montiel, Patricia Melin:
Scalability Potential of Multi-core Architecture in a Neuro-Fuzzy System. Soft Computing for Hybrid Intelligent Systems 2008: 315-323 - [p18]Fevrier Valdez, Patricia Melin, Oscar Castillo:
A New Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Logic. Soft Computing for Hybrid Intelligent Systems 2008: 347-361 - [p17]Juan R. Castro, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz:
A Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks: The Case of Time Series Prediction. Soft Computing for Hybrid Intelligent Systems 2008: 363-386 - [p16]Salvador González Mendivil, Oscar Castillo, Patricia Melin:
Optimization of Artificial Neural Network Architectures for Time Series Prediction Using Parallel Genetic Algorithms. Soft Computing for Hybrid Intelligent Systems 2008: 387-399 - 2007
- [p15]Jérica Urías, Denisse Hidalgo, Patricia Melin, Oscar Castillo:
A Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logic for Biometric Systems. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 5-15 - [p14]Roberto Sepúlveda, Oscar Castillo, Patricia Melin, Oscar Montiel:
An Efficient Computational Method to Implement Type-2 Fuzzy Logic in Control Applications. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 45-52 - [p13]Juan R. Castro, Oscar Castillo, Patricia Melin, Luis G. Martínez, S. Escobar, I. Camacho:
Building Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 53-62 - [p12]Patricia Melin, Alejandra Mancilla, Miguel Lopez, Wendy Lizeth Trujillo, Jose Cota, Salvador Gonzalez:
Modular Neural Networks with Fuzzy Integration Applied for Time Series Forecasting. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 217-225 - [p11]Patricia Melin, Oscar Castillo, Salvador Gonzalez, Jose Cota, Wendy Lizeth Trujillo, Paul Osuna:
Design of Modular Neural Networks with Fuzzy Integration Applied to Time Series Prediction. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 265-273 - [p10]Miguel Lopez, Patricia Melin, Oscar Castillo:
A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 355-364 - [p9]Patricia Melin, Melchor Carranza, Pedro Antonio Salazar-Tejeda, Rene Nuñez:
Pattern Recognition Using Modular Neural Networks and Fuzzy Integral as Method for Response Integration. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 365-373 - [p8]Fevrier Valdez, Patricia Melin, Oscar Castillo:
Evolutionary Computing for the Optimization of Mathematical Functions. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 463-472 - [p7]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
Providing Intelligence to Evolutionary Computational Methods. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 473-481 - [p6]Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Sepúlveda:
Evolutionary Optimization of a Wiener Model. Hybrid Intelligent Systems 2007: 43-58 - [p5]Roberto Sepúlveda, Patricia Melin:
A Comparative Study of Controllers Using Type-2 and Type-1 Fuzzy Logic. Hybrid Intelligent Systems 2007: 151-162 - [p4]Olivia Mendoza Duarte, Patricia Melin:
The Fuzzy Sugeno Integral as a Decision Operator in the Recognition of Images with Modular Neural Networks. Hybrid Intelligent Systems 2007: 299-310 - [p3]Patricia Melin, Claudia I. González, Diana Bravo, Felma Gonzalez, Gabriela E. Martinez:
Modular Neural Networks and Fuzzy Sugeno Integral for Pattern Recognition: The Case of Human Face and Fingerprint. Hybrid Intelligent Systems 2007: 311-326 - [p2]Ileana Leal, Patricia Melin:
Time Series Forecasting of Tomato Prices and Processing in Parallel in Mexico Using Modular Neural Networks. Hybrid Intelligent Systems 2007: 385-402 - [p1]Patricia Melin, Valente Ochoa, Luis Valenzuela, Gabriela Torres, Daniel Clemente:
Modular Neural Networks with Fuzzy Sugeno Integration Applied to Time Series Prediction. Hybrid Intelligent Systems 2007: 403-413
Editorship
- 2024
- [e23]Patricia Melin, Oscar Castillo:
New Directions on Hybrid Intelligent Systems Based on Neural Networks, Fuzzy Logic, and Optimization Algorithms. Studies in Computational Intelligence 1146, Springer 2024, ISBN 978-3-031-53712-7 [contents] - [e22]Oscar Castillo, Patricia Melin:
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics. Studies in Computational Intelligence 1149, Springer 2024, ISBN 978-3-031-55683-8 [contents] - 2021
- [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
- [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] - 2018
- [e16]Patricia Melin, Oscar Castillo, Janusz Kacprzyk, Marek Z. Reformat, William Melek:
Fuzzy Logic in Intelligent System Design - Theory and Applications [North American Fuzzy Information Processing Society Annual Conference, NAFIPS 2017, 16-18 October, 2017, Cancun, Mexico]. Advances in Intelligent Systems and Computing 648, Springer 2018, ISBN 978-3-319-67136-9 [contents] - [e15]Oscar Castillo, Patricia Melin, Janusz Kacprzyk:
Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications. Studies in Computational Intelligence 749, Springer 2018, ISBN 978-3-319-71007-5 [contents] - 2017
- [e14]Patricia Melin, Oscar Castillo, Janusz Kacprzyk:
Nature-Inspired Design of Hybrid Intelligent Systems. Studies in Computational Intelligence 667, Springer 2017, ISBN 978-3-319-47053-5 [contents] - 2016
- [e13]Krassimir T. Atanassov, Oscar Castillo, Janusz Kacprzyk, Maciej Krawczak, Patricia Melin, Sotir Sotirov, Evdokia Sotirova, Eulalia Szmidt, Guy De Tré, Slawomir Zadrozny:
Novel Developments in Uncertainty Representation and Processing - Advances in Intuitionistic Fuzzy Sets and Generalized Nets - Proceedings of 14th International Conference on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN@FQAS 2015, Cracow, Poland, October 26-28, 2015. Advances in Intelligent Systems and Computing 401, Springer 2016, ISBN 978-3-319-26210-9 [contents] - 2015
- [e12]Oscar Castillo, Patricia Melin:
Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics - Theory and Applications. Studies in Computational Intelligence 574, Springer 2015, ISBN 978-3-319-10959-6 [contents] - [e11]Patricia Melin, Oscar Castillo, Janusz Kacprzyk:
Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization. Studies in Computational Intelligence 601, Springer 2015, ISBN 978-3-319-17746-5 [contents] - 2014
- [e10]Oscar Castillo, Patricia Melin, Witold Pedrycz, Janusz Kacprzyk:
Recent Advances on Hybrid Approaches for Designing Intelligent Systems. Studies in Computational Intelligence 547, Springer 2014, ISBN 978-3-319-05169-7 [contents] - 2013
- [e9]Oscar Castillo, Patricia Melin, Janusz Kacprzyk:
Recent Advances on Hybrid Intelligent Systems. Studies in Computational Intelligence 451, Springer 2013, ISBN 978-3-642-33020-9 [contents] - [e8]Patricia Melin, Oscar Castillo:
Soft Computing Applications in Optimization, Control, and Recognition. Studies in Fuzziness and Soft Computing 294, Springer 2013, ISBN 978-3-642-35322-2 [contents] - 2010
- [e7]Patricia Melin, Janusz Kacprzyk, Witold Pedrycz:
Soft Computing for Recognition Based on Biometrics. Studies in Computational Intelligence 312, Springer 2010, ISBN 978-3-642-15110-1 [contents] - 2009
- [e6]Patricia Melin, Janusz Kacprzyk, Witold Pedrycz:
Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition. Studies in Computational Intelligence 256, Springer 2009, ISBN 978-3-642-04515-8 [contents] - 2008
- [e5]Oscar Castillo, Patricia Melin, Janusz Kacprzyk, Witold Pedrycz:
Soft Computing for Hybrid Intelligent Systems. Studies in Computational Intelligence 154, Springer 2008, ISBN 978-3-540-70811-7 [contents] - 2007
- [e4]Oscar Castillo, Patricia Melin, Oscar Montiel, Roberto Sepúlveda, Witold Pedrycz, Janusz Kacprzyk:
Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, Selection of Papers from IFSA 2007. Advances in Soft Computing 42, Springer 2007, ISBN 978-3-540-72433-9 [contents] - [e3]Patricia Melin, Oscar Castillo, Luis T. Aguilar, Janusz Kacprzyk, Witold Pedrycz:
Foundations of Fuzzy Logic and Soft Computing, 12th International Fuzzy Systems Association World Congress, IFSA 2007, Cancun, Mexico, June 18-21, 2007, Proceedings. Lecture Notes in Computer Science 4529, Springer 2007, ISBN 978-3-540-72917-4 [contents] - [e2]Patricia Melin, Oscar Castillo, Eduardo Gómez-Ramírez, Janusz Kacprzyk, Witold Pedrycz:
Analysis and Design of Intelligent Systems using Soft Computing Techniques, a selection of papers from IFSA 2007. Advances in Soft Computing 41, Springer 2007, ISBN 978-3-540-72431-5 [contents] - [e1]Oscar Castillo, Patricia Melin, Janusz Kacprzyk, Witold Pedrycz:
Hybrid Intelligent Systems - Analysis and Design. Studies in Fuzziness and Soft Computing 208, 2007, ISBN 978-3-540-37419-0 [contents]
Reference Works
- 2009
- [r1]Oscar Castillo, Patricia Melin:
Hybrid Soft Computing Models for Systems Modeling and Control. Encyclopedia of Complexity and Systems Science 2009: 4696-4713
Coauthor Index
[b6] [b5] [b3] [b2] [b1] [j198] [j197] [j196] [j194] [j192] [j191] [j190] [j189] [j187] [j186] [j185] [j183] [j182] [j181] [j180] [j178] [j177] [j176] [j175] [j171] [j170] [j168] [j167] [j165] [j164] [j161] [j160] [j157] [j156] [j155] [j154] [j151] [j150] [j149] [j148] [j146] [j145] [j142] [j139] [j138] [j136] [j135] [j134] [j131] [j130] [j128] [j126] [j125] [j124] [j120] [j119] [j118] [j117] [j116] [j115] [j114] [j113] [j112] [j111] [j110] [j109] [j107] [j106] [j105] [j104] [j103] [j99] [j98] [j97] [j96] [j95] [j94] [j93] [j92] [j91] [j89] [j88] [j86] [j85] [j84] [j83] [j82] [j81] [j80] [j79] [j77] [j76] [j75] [j74] [j73] [j72] [j71] [j70] [j69] [j68] [j67] [j66] [j65] [j64] [j63] [j62] [j61] [j59] [j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j49] [j48] [j47] [j46] [j45] [j43] [j41] [j40] [j39] [j38] [j37] [j36] [j35] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [j21] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [j2] [j1] [c217] [c213] [c212] [c211] [c210] [c209] [c207] [c205] [c204] [c202] [c201] [c200] [c199] [c198] [c196] [c193] [c192] [c186] [c182] [c181] [c180] [c179] [c174] [c172] [c169] [c168] [c167] [c166] [c165] [c164] [c163] [c162] [c160] [c158] [c157] [c156] [c155] [c154] [c153] [c152] [c151] [c150] [c149] [c147] [c146] [c145] [c144] [c142] [c139] [c138] [c137] [c136] [c135] [c134] [c133] [c131] [c130] [c129] [c128] [c127] [c126] [c125] [c124] [c123] [c122] [c119] [c117] [c116] [c115] [c114] [c113] [c112] [c110] [c108] [c104] [c103] [c102] [c101] [c100] [c99] [c97] [c96] [c95] [c94] [c93] [c92] [c91] [c90] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [c82] [c77] [c76] [c75] [c74] [c73] [c72] [c70] [c69] [c68] [c67] [c65] [c64] [c63] [c62] [c61] [c60] [c55] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c44] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c33] [c31] [c30] [c29] [c28] [c27] [c25] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1] [p170] [p168] [p167] [p164] [p160] [p159] [p158] [p151] [p137] [p136] [p131] [p128] [p126] [p124] [p112] [p111] [p109] [p108] [p106] [p95] [p87] [p80] [p76] [p75] [p66] [p63] [p62] [p59] [p58] [p56] [p55] [p54] [p53] [p51] [p47] [p45] [p42] [p39] [p34] [p33] [p27] [p26] [p25] [p23] [p21] [p18] [p17] [p16] [p15] [p14] [p13] [p11] [p10] [p8] [p7] [p6] [e23] [e22] [e21] [e18] [e17] [e16] [e15] [e14] [e13] [e12] [e11] [e10] [e9] [e8] [e5] [e4] [e3] [e2] [e1] [r1]
[b6] [j185] [j183] [j182] [j181] [j180] [j177] [j176] [j175] [j171] [j170] [j167] [j155] [j143] [j135] [j134] [j113] [j110] [j109] [j107] [j106] [j105] [j82] [j79] [j77] [j76] [j74] [j72] [j40] [j36] [j31] [c201] [c195] [c190] [c189] [c181] [c180] [c175] [c174] [c167] [c166] [c155] [c153] [c142] [c140] [c139] [c127] [c98] [c95] [c83] [c75] [c70] [p132] [p128] [p127] [p126] [p113] [p108] [p73] [p53] [p42] [p17] [p13]
Juan Carlos Guzman
aka: Juan Carlos Guzmán
aka: Juan Carlos Guzmán
Gabriela E. Martinez
aka: Gabriela E. Martínez
aka: Gabriela E. Martínez
[j155] [j137] [j109] [j107] [j106] [j105] [j77] [j74] [j54] [j53] [j48] [j44] [j42] [j34] [j32] [c208] [c189] [c188] [c181] [c180] [c167] [c166] [c155] [c153] [c140] [c139] [c111] [c102] [c98] [c95] [c93] [c81] [c79] [c71] [c69] [c66] [c57] [c53] [p128] [p126] [p117] [p108] [p106] [p80] [p73] [p53] [p42] [p24] [p4]
Oscar Montiel
aka: Oscar Montiel Ross
aka: Oscar Montiel Ross
Emanuel Ontiveros-Robles
aka: Emanuel Ontiveros
aka: Emanuel Ontiveros
Guillermo Licea Sandoval
aka: Guillermo Licea
aka: Guillermo Licea
Héctor José Puga Soberanes
aka: Héctor Puga
aka: Héctor Puga
José Soria
aka: Jose Soria
aka: Jose Soria
Juan Martín Carpio Valadez
aka: Juan Martín Carpio
aka: Juan Martín Carpio
[j196] [j191] [j179] [j165] [j153] [j150] [j149] [j145] [j143] [j142] [j138] [j125] [j122] [j121] [j120] [j119] [j118] [j113] [j112] [j111] [j110] [j104] [j103] [j102] [j101] [j98] [j96] [j91] [j89] [j85] [j84] [j83] [j71] [j70] [j63] [j59] [j51] [j30] [c210] [c207] [c205] [c204] [c199] [c198] [c195] [c193] [c191] [c190] [c186] [c185] [c183] [c179] [c178] [c176] [c175] [c161] [c158] [c147] [c146] [c141] [c134] [c130] [c126] [c125] [c124] [c123] [c118] [c115] [c113] [c110] [c100] [c96] [c94] [c89] [c84] [c79] [p160] [p159] [p152] [p150] [p149] [p146] [p145] [p137] [p133] [p132] [p127] [p125] [p119] [p118] [p116] [p105] [p102] [p99] [p97] [p90] [p86] [p81] [p72] [p68] [p67] [p66] [p60] [p55] [p46] [p28] [p18] [p8]
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Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-03-15 23:25 CET by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
