Juan R. Castro

Best Publications

• 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

  Oscar Castillo;Leticia Amador-Angulo;Juan R. Castro;Mario Garcia-Valdez

  437
  Citations

• A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks

  Juan R. Castro;Oscar Castillo;Patricia Melin;Antonio Rodríguez-Díaz

  342
  Citations

• Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic

  Patricia Melin;Claudia I. Gonzalez;Juan R. Castro;Olivia Mendoza

  308
  Citations

• An Interval Type-2 Fuzzy Logic Toolbox for Control Applications

  J.R. Castro;O. Castillo;P. Melin

  285
  Citations

• Generalized Type-2 Fuzzy Systems for controlling a mobile robot and a performance comparison with Interval Type-2 and Type-1 Fuzzy Systems

  Mauricio A. Sanchez;Oscar Castillo;Juan R. Castro

  280
  Citations

• A generalized type-2 fuzzy granular approach with applications to aerospace

  Oscar Castillo;Leticia Cervantes;Jose Soria;Mauricio Sanchez

  223
  Citations

• An improved sobel edge detection method based on generalized type-2 fuzzy logic

  Claudia I. Gonzalez;Patricia Melin;Juan R. Castro;Olivia Mendoza

  208
  Citations

• 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

  Mauricio A. Sanchez;Oscar Castillo;Juan R. Castro

  189
  Citations

• Optimization of interval type-2 fuzzy systems for image edge detection

  Claudia I. Gonzalez;Patricia Melin;Juan R. Castro;Oscar Castillo

  171
  Citations

• Optimization of type-2 fuzzy weights in backpropagation learning for neural networks using GAs and PSO

  Fernando Gaxiola;Patricia Melin;Fevrier Valdez;Juan R. Castro

  152
  Citations

• Fuzzy granular gravitational clustering algorithm for multivariate data

  Mauricio A. Sanchez;Oscar Castillo;Juan R. Castro;Patricia Melin

  141
  Citations

• Interval Type-2 Fuzzy Logic Toolbox

  Juan R. Castro;Oscar Castillo;Luis G. Martínez

  138
  Citations

• Application of interval type-2 fuzzy neural networks in non-linear identification and time series prediction

  Oscar Castillo;Juan R. Castro;Patricia Melin;Antonio Rodriguez-Diaz

  114
  Citations

• Interval Type-3 Fuzzy Systems: Theory and Design

  Unknown

  104
  Citations

• Building fuzzy inference systems with a new interval type-2 fuzzy logic toolbox

  Juan R. Castro;Oscar Castillo;Patricia Melin;Antonio Rodríguez-Díaz

  104
  Citations

• Fuzzy Sets in Dynamic Adaptation of Parameters of a Bee Colony Optimization for Controlling the Trajectory of an Autonomous Mobile Robot

  Leticia Amador-Angulo;Olivia Mendoza;Juan R. Castro;Antonio Rodríguez-Díaz

  96
  Citations

• Design of an interval Type-2 fuzzy model with justifiable uncertainty

  Juan E. Moreno;Mauricio A. Sanchez;Olivia Mendoza;Antonio Rodríguez-Díaz

  90
  Citations

• Fuzzy higher type information granules from an uncertainty measurement

  Mauricio A. Sanchez;Juan R. Castro;Oscar Castillo;Olivia Mendoza

  66
  Citations

• An Interval Type-2 Fuzzy Neural Network for Chaotic Time Series Prediction with Cross-Validation and Akaike Test

  Juan R. Castro;Oscar Castillo;Patricia Melin;Olivia Mendoza

  66
  Citations

• Computational intelligence software for interval type-2 fuzzy logic

  Oscar Castillo;Patricia Melin;Juan R. Castro

  64
  Citations