Fernando Gaxiola

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 11

Top Topics

Membership Functions

Robotic Manipulator

Top Venues

Computación y Sistemas

Appl. Soft Comput.

Publications

Alain Manzo-Martinez, Fernando Gaxiola, Graciela Ramírez Alonso, Fernando Martínez-Reyes
A Comparative Study in Machine Learning and Audio Features for Kitchen Sounds Recognition. Computación y Sistemas 26 (2) (2022)
David Silva, Alain Manzo-Martinez, Fernando Gaxiola, Luis Carlos González-Gurrola, Graciela Ramírez Alonso
Analysis of CNN Architectures for Human Action Recognition in Video. Computación y Sistemas 26 (2) (2022)
Aldo-Jonathan Muñoz-Vázquez, Fernando Gaxiola, Fernando Martínez-Reyes, Alain Manzo-Martinez
A fuzzy fractional-order control of robotic manipulators with PID error manifolds. Appl. Soft Comput. 83 (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)
Fevrier Valdez, Juan Carlos Vázquez, Fernando Gaxiola
Fuzzy Dynamic Parameter Adaptation in ACO and PSO for Designing Fuzzy Controllers: The Cases of Water Level and Temperature Control. Adv. Fuzzy Syst. 2018 (2018)
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)
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)
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)
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)
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 (2015)
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)
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 (2014)
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)
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo
Backpropagation learning method with interval type-2 fuzzy weights in neural networks. IJCNN (2013)
Fernando Gaxiola, Patricia Melin, Fevrier Valdez
Neural network with lower and upper type-2 fuzzy weights using the backpropagation learning method. IFSA/NAFIPS (2013)
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)
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)
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)