Juan R. Castro

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 33

Top Topics

Firefly Algorithm

Top Venues

Appl. Soft Comput.

Publications

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) (2023)
Oscar Castillo, Juan R. Castro, Patricia Melin
Interval Type-3 Fuzzy Control for Automated Tuning of Image Quality in Televisions. Axioms 11 (6) (2022)
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) (2022)
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 (2022)
Oscar Castillo, Juan R. Castro, Patricia Melin
Interval type-3 fuzzy fractal approach in sound speaker quality control evaluation. Eng. Appl. Artif. Intell. 116 (2022)
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 (2022)
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) (2022)
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)
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) (2022)
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 (2022)
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 (2020)
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) (2019)
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) (2019)
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) (2019)
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 (2018)
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)
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro
Optimization of Deep Neural Network for Recognition with Human Iris Biometric Measure. NAFIPS (2017)
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) (2017)
Mauricio A. Sanchez, Juan R. Castro, Violeta Ocegueda-Miramontes, Leticia Cervantes
Hybrid Learning for General Type-2 TSK Fuzzy Logic Systems. Algorithms 10 (3) (2017)
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)
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)
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 (2016)
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)
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) (2016)
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)
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 (2016)
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)
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 (2016)
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 (2016)
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 (2016)
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)
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) (2016)
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)
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)
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)
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)
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)
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) (2015)
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 (2015)
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)
Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro, Patricia Melin
Fuzzy granular gravitational clustering algorithm for multivariate data. Inf. Sci. 279 (2014)
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)
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)
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) (2014)
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) (2014)
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)
Claudia I. González, Juan R. Castro, Patricia Melin, Oscar Castillo
An edge detection method based on generalized type-2 fuzzy logic. T2FUZZ (2013)
Juan R. Castro, Oscar Castillo
A class of interval type-2 fuzzy neural networks illustrated with application to non-linear identification. IJCNN (2013)
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)
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)
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) (2013)
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 (2013)
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)
Felicitas Perez-Ornelas, Olivia Mendoza, Patricia Melin, Juan R. Castro
Fuzzy operators for quality evaluation in images edge detection. IFSA/NAFIPS (2013)
Oscar Castillo, Patricia Melin, Juan R. Castro
Computational intelligence software for interval type-2 fuzzy logic. Comput. Appl. Eng. Educ. 21 (4) (2013)
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)
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)
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) (2012)
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)
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)
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)
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)
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)
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)
Luis G. Martínez, Guillermo Licea, Antonio Rodríguez Díaz, Juan R. Castro
Experiences in software engineering courses using psychometrics with RAMSET. ITiCSE (2010)
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) (2009)
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)
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 (2008)
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)
Juan R. Castro, Oscar Castillo, Luis G. Martínez
Interval Type-2 Fuzzy Logic Toolbox. Eng. Lett. 15 (1) (2007)
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) (2007)
Juan R. Castro, Oscar Castillo, Patricia Melin
An Interval Type-2 Fuzzy Logic Toolbox for Control Applications. FUZZ-IEEE (2007)
Juan R. Castro, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz
Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks. GrC (2007)