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Juan R. Castro 0001

Juan Ramon Castro – Juan Ramón Castro – Juan Ramón Castro-Rodríguez

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affiliation: University of Baja California, Faculty of Chemical Sciences and Engineering, Tijuana, Mexico

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2022
[b1]
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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

Journal Articles

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2023
[j42]
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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)
[j41]
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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)
[j40]
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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)
[j39]
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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)
[j38]
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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)
2022
[j37]
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Raúl Navarro-Almanza, Mauricio A. Sanchez, Guillermo Licea, Juan R. Castro:
Knowledge transfer for labeling unknown fuzzy sets using Grammar-Guided Genetic Algorithms. Appl. Soft Comput. 124: 109019 (2022)
[j36]
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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)
[j35]
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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)
[j34]
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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)
[j33]
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Raúl Navarro-Almanza, Mauricio A. Sanchez, Juan R. Castro, Olivia Mendoza, Guillermo Licea:
Hierarchical Decision Granules Optimization through the Principle of Justifiable Granularity. Computación y Sistemas 26(2) (2022)
[j32]
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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)
[j31]
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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)
[j30]
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Raúl Navarro-Almanza, Mauricio A. Sanchez, Juan R. Castro, Olivia Mendoza, Guillermo Licea:
Interpretable Mamdani neuro-fuzzy model through context awareness and linguistic adaptation. Expert Syst. Appl. 189: 116098 (2022)
[j29]
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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)
2020
[j28]
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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)
2019
[j27]
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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)
[j26]
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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)
[j25]
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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)
2018
[j24]
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Cinthia Peraza, Fevrier Valdez, Juan R. Castro, Oscar Castillo:
Fuzzy Dynamic Parameter Adaptation in the Harmony Search Algorithm for the Optimization of the Ball and Beam Controller. Adv. Oper. Res. 2018: 3092872:1-3092872:16 (2018)
2017
[j23]
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Mauricio A. Sanchez, Juan R. Castro, Violeta Ocegueda-Miramontes, Leticia Cervantes:
Hybrid Learning for General Type-2 TSK Fuzzy Logic Systems. Algorithms 10(3): 99 (2017)
[j22]
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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)
2016
[j21]
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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)
[j20]
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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)
[j19]
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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)
[j18]
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Oscar Castillo, Leticia Cervantes, José Soria, Mauricio A. Sanchez, Juan R. Castro:
A generalized type-2 fuzzy granular approach with applications to aerospace. Inf. Sci. 354: 165-177 (2016)
[j17]
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Oscar Castillo, Leticia Amador-Angulo, Juan R. Castro, Mario García Valdez:
A comparative study of type-1 fuzzy logic systems, interval type-2 fuzzy logic systems and generalized type-2 fuzzy logic systems in control problems. Inf. Sci. 354: 257-274 (2016)
[j16]
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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)
[j15]
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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)
2015
[j14]
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Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
Information granule formation via the concept of uncertainty-based information with Interval Type-2 Fuzzy Sets representation and Takagi-Sugeno-Kang consequents optimized with Cuckoo search. Appl. Soft Comput. 27: 602-609 (2015)
[j13]
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Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
Generalized Type-2 Fuzzy Systems for controlling a mobile robot and a performance comparison with Interval Type-2 and Type-1 Fuzzy Systems. Expert Syst. Appl. 42(14): 5904-5914 (2015)
2014
[j12]
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Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro, Patricia Melin:
Fuzzy granular gravitational clustering algorithm for multivariate data. Inf. Sci. 279: 498-511 (2014)
[j11]
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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)
[j10]
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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
[j9]
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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)
[j8]
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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)
[j7]
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Luis G. Martínez, Guillermo Licea, Antonio Rodríguez Díaz, Juan R. Castro, Oscar Castillo:
Using MatLab's fuzzy logic toolbox to create an application for RAMSET in software engineering courses. Comput. Appl. Eng. Educ. 21(4): 596-605 (2013)
[j6]
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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)
2012
[j5]
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Luis G. Martínez, Juan R. Castro, Antonio Rodríguez Díaz, Guillermo Licea:
Decision making fuzzy model for software engineering role assignment based on fuzzy logic and big five patterns using RAMSET. Intell. Decis. Technol. 6(1): 59-67 (2012)
2009
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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
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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
[j2]
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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)
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Juan R. Castro, Oscar Castillo, Luis G. Martínez:
Interval Type-2 Fuzzy Logic Toolbox. Eng. Lett. 15(1): 89-98 (2007)

Conference and Workshop Papers

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2017
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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
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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
2016
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Leticia Amador-Angulo, Oscar Castillo, Juan R. Castro:
A Generalized Type-2 Fuzzy Logic System for the dynamic adaptation the parameters in a Bee Colony Optimization algorithm applied in an autonomous mobile robot control. FUZZ-IEEE 2016: 537-544
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Emanuel Ontiveros-Robles, José Luis González Vázquez, Juan R. Castro, Oscar Castillo:
A hardware architecture for real-time edge detection based on interval type-2 fuzzy logic. FUZZ-IEEE 2016: 804-810
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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
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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
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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
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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
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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
[c37]
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María Evangelina Herrán-Paz, Raúl Ortiz-Monasterio, Antonio Rodríguez Díaz, Olivia Mendoza, Juan R. Castro, Hector J. Willys:
The Theta/Beta Ratio as an Indicator of Evolution in Pediatric Patients Treated for Attention-Deficit/Hyperactivity Disorder (ADHD) - A Retrospective Study. BIOSIGNALS 2015: 277-282
[c36]
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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
[c35]
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Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
Method for Uncertainty Measurement and Its Application to the Formation of Interval Type-2 Fuzzy Sets. IWIFSGN@FQAS 2015: 61-74
[c34]
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Manuel Castañón-Puga, Josué Miguel Flores-Parra, Juan Ramon Castro, Carelia Gaxiola-Pacheco, Luis-Enrique Palafox-Maestre:
Building Java Intelligent Applications Data Mining for Java Type-2 Fuzzy Inference Systems. ICCS 2015: 2719-2728
[c33]
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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
[c32]
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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
2014
[c31]
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José Sergio Magdaleno-Palencia, Manuel Castañón-Puga, Juan Ramon Castro, José Mario García Valdez, Bogart Yail Márquez:
Comparing regression using artificial neural nets and intelligent hybrid method to achieve the higher learning preferences of students. ICETC 2014: 30-35
[c30]
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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
[c29]
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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
2013
[c28]
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Mauricio A. Sanchez, Juan R. Castro, Oscar Castillo:
Formation of general type-2 Gaussian membership functions based on the information granule numerical evidence. HIMA 2013: 1-6
[c27]
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Manuel Castañón-Puga, Juan Ramon Castro, Miguel Flores-Parra:
JT2FIS: Java Type-2 Fuzzy Inference System - An Object-oriented Class Library for Building Java Intelligent Applications. ICEIS (1) 2013: 524-529
[c26]
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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
[c25]
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Felicitas Perez-Ornelas, Olivia Mendoza, Patricia Melin, Juan R. Castro:
Fuzzy operators for quality evaluation in images edge detection. IFSA/NAFIPS 2013: 1182-1187
[c24]
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Mauricio A. Sanchez, Juan R. Castro, Felicitas Perez-Ornelas, Oscar Castillo:
A hybrid method for IT2 TSK formation based on the principle of justifiable granularity and PSO for spread optimization. IFSA/NAFIPS 2013: 1268-1273
[c23]
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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
[c22]
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Juan R. Castro, Oscar Castillo:
A class of interval type-2 fuzzy neural networks illustrated with application to non-linear identification. IJCNN 2013: 1-6
[c21]
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Manuel Castañón-Puga, Juan Ramon Castro, Josué Miguel Flores-Parra, Carelia Guadalupe Gaxiola-Pacheco, Luis-Guillermo Martínez-Méndez, Luis-Enrique Palafox-Maestre:
JT2FISA Java Type-2 Fuzzy Inference Systems Class Library for Building Object-Oriented Intelligent Applications. MICAI (2) 2013: 204-215
[c20]
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Luis G. Martínez, Juan Ramon Castro, Guillermo Licea, Antonio Rodríguez Díaz, Reynaldo Salas:
Implementing Fuzzy Subtractive Clustering to Build a Personality Fuzzy Model Based on Big Five Patterns for Engineers. MICAI (2) 2013: 497-508
[c19]
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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
[c18]
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Manuel Castañón-Puga, Carelia Gaxiola-Pacheco, Juan Ramon Castro, Dora-Luz Flores, Ramiro Jaimes-Martínez:
Towards A Multi-Dimensional Modelling Of Complex Social Systems Using Data Mining And Type-2 Neuro-Fuzzy System: Religious Affiliation Case Of Study. ECMS 2012: 136-142
[c17]
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Manuel Castañón-Puga, Carelia Gaxiola-Pacheco, Dora-Luz Flores, Ramiro Jaimes-Martínez, Juan Ramon Castro:
A Distributed Agency Methodology applied to Complex Social Systems - Towards a Multi-dimensional Model of the Religious Affiliation Preference. ICEIS (1) 2012: 272-277
[c16]
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Carlos Fco Álvarez Salgado, Luis-Enrique Palafox-Maestre, Leocundo Aguilar Noriega, Juan R. Castro:
Distance Aproximator Using IEEE 802.11 Received Signal Strength and Fuzzy Logic. MICAI (2) 2012: 411-420
[c15]
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Luis G. Martínez, Juan R. Castro, Guillermo Licea, Antonio Rodríguez Díaz, Reynaldo Salas:
Towards a Personality Fuzzy Model Based on Big Five Patterns for Engineers Using an ANFIS Learning Approach. MICAI (2) 2012: 456-466
2011
[c14]
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  - conf/icdipc/Ahumada-TelloCC11
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Eduardo Ahumada-Tello, Manuel Castañón-Puga, Juan Ramón Castro, Eugenio Dante Suarez, Bogart Yail Márquez, Carelia Gaxiola-Pacheco, Dora-Luz Flores:
On the Multi-Agent Modelling of Complex Knowledge Society for Business and Management System Using Distributed Agencies. ICDIPC (1) 2011: 560-569
[c13]
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Bogart Yail Márquez, Manuel Castañón-Puga, Juan Ramon Castro, Eugenio Dante Suarez:
A Distributed Agency Methodology Applied to Complex Social Systems - A Multi-Dimensional Approach. ICEIS (2) 2011: 204-209
[c12]
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Bogart Yail Márquez, Manuel Castañón-Puga, Juan R. Castro, Eugenio Dante Suarez, José Sergio Magdaleno-Palencia:
Fuzzy Models for Complex Social Systems Using Distributed Agencies in Poverty Studies. ICSECS (1) 2011: 391-400
[c11]
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Luis G. Martínez, Juan R. Castro, Guillermo Licea, Antonio Rodríguez Díaz, Carlos F. Álvarez:
Knowing Software Engineer's Personality to Improve Software Development. ICSOFT (2) 2011: 99-104
[c10]
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Luis G. Martínez, Juan R. Castro, Guillermo Licea, Antonio Rodríguez Díaz:
Assessment of Uncertainty in the Projective Tree Test Using an ANFIS Learning Approach. MICAI (2) 2011: 46-57
2010
[c9]
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Nohé R. Cázarez-Castro, Luis T. Aguilar, Oscar Castillo, Juan R. Castro:
Type-2 fuzzy load regualation of a servomechanism with backlash using only motor position measurements. FUZZ-IEEE 2010: 1-8
[c8]
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  - conf/ijcnn/Cardenas-MacielCAC10
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Selene L. Cardenas-Maciel, Oscar Castillo, Luis T. Aguilar, Juan R. Castro:
A T-S Fuzzy Logic Controller for biped robot walking based on adaptive network fuzzy inference system. IJCNN 2010: 1-8
[c7]
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  - conf/iticse/MartinezLDC10
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Luis G. Martínez, Guillermo Licea, Antonio Rodríguez Díaz, Juan R. Castro:
Experiences in software engineering courses using psychometrics with RAMSET. ITiCSE 2010: 244-248
[c6]
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Luis G. Martínez, Antonio Rodríguez Díaz, Guillermo Licea, Juan R. Castro:
Big Five Patterns for Software Engineering Roles Using an ANFIS Learning Approach with RAMSET. MICAI (2) 2010: 428-439
2009
[c5]
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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
[c4]
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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
2008
[c3]
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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
2007
[c2]
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Juan R. Castro, Oscar Castillo, Patricia Melin:
An Interval Type-2 Fuzzy Logic Toolbox for Control Applications. FUZZ-IEEE 2007: 1-6
[c1]
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Juan R. Castro, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz:
Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks. GrC 2007: 157-162

Parts in Books or Collections

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2020
[p25]
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Sukey Nakasima-López, Mauricio A. Sanchez, Juan R. Castro:
Evaluation and Analysis of Performances of Different Heuristics for Optimal Tuning Learning on Mamdani Based Neuro-Fuzzy System. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 405-429
[p24]
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Raúl Navarro-Almanza, Reyes Juárez-Ramírez, Guillermo Licea, Juan R. Castro:
Automated Ontology Extraction from Unstructured Texts using Deep Learning. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 727-755
2018
[p23]
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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
[p22]
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  - series/sci/Echavarria-HerasRCVC18
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Héctor Echavarría-Heras, Cecilia Leal Ramírez, Juan Ramón Castro-Rodríguez, Enrique Villa-Diharce, Oscar Castillo:
A Takagi-Sugeno-Kang Fuzzy Model Formalization of Eelgrass Leaf Biomass Allometry with Application to the Estimation of Average Biomass of Leaves in Shoots: Comparing the Reproducibility Strength of the Present Fuzzy and Related Crisp Proxies. Fuzzy Logic Augmentation of Neural and Optimization Algorithms 2018: 329-362
2017
[p21]
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  - series/sci/GonzalezMCMC17
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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
[p20]
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  - series/sci/SanchezCC17
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Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
An Overview of Granular Computing Using Fuzzy Logic Systems. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 19-38
[p19]
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  - series/sci/GaxiolaMVC17
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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
[p18]
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  - series/sci/MartinezMCMC17
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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
[p17]
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  - series/sci/Ontiveros-RoblesVCC17
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Emanuel Ontiveros-Robles, José González Vázquez, Juan R. Castro, Oscar Castillo:
A FPGA-Based Hardware Architecture Approach for Real-Time Fuzzy Edge Detection. Nature-Inspired Design of Hybrid Intelligent Systems 2017: 519-540
[p16]
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  - series/sci/HidalgoMC17
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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
2015
[p15]
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  - series/sci/GonzalezMCMC15
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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
[p14]
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  - series/sci/SanchezCC15
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Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
Method for Measurement of Uncertainty Applied to the Formation of Interval Type-2 Fuzzy Sets. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization 2015: 13-25
2014
[p13]
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  - series/sci/Martinez-SotoCC14
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Ricardo Martínez-Soto, Oscar Castillo, Juan R. Castro:
Genetic Algorithm Optimization for Type-2 Non-singleton Fuzzy Logic Controllers. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 3-18
[p12]
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Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
Uncertainty-Based Information Granule Formation. Recent Advances on Hybrid Approaches for Designing Intelligent Systems 2014: 113-123
2013
[p11]
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Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
An Analysis on the Intrinsic Implementation of the Principle of Justifiable Granularity in Clustering Algorithms. Recent Advances on Hybrid Intelligent Systems 2013: 121-134
[p10]
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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
[p9]
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Juan Paulo Alvarado-Magaña, Antonio Rodríguez Díaz, Juan R. Castro, Oscar Castillo:
Type-2 Fuzzy Grammar in Language Evolution. Recent Advances on Hybrid Intelligent Systems 2013: 501-515
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Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
An Analysis of the Relationship between the Size of the Clusters and the Principle of Justifiable Granularity in Clustering Algorithms. Soft Computing Applications in Optimization, Control, and Recognition 2013: 239-263
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Juan Paulo Alvarado-Magaña, Antonio Rodríguez Díaz, Juan R. Castro, Oscar Castillo:
Type-2 Fuzzy Logic Grammars in Language Evolution. Soft Computing Applications in Optimization, Control, and Recognition 2013: 265-286
2011
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Luis G. Martínez, Juan R. Castro, Guillermo Licea, Antonio Rodríguez Díaz, Carlos F. Álvarez:
Towards a Fuzzy Model for RAMSET: Role Assignment Methodology for Software Engineering Teams. Soft Computing for Intelligent Control and Mobile Robotics 2011: 23-41
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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
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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
2009
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Dora-Luz Flores, Antonio Rodríguez Díaz, Juan R. Castro, Carelia Gaxiola:
TA-Fuzzy Semantic Networks for Interaction Representation in Social Simulation. Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control 2009: 213-225
2008
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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
2007
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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

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