Fernando Gaxiola

32 papers B 4Journal 12Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Comparative Study on Thyroid Segmentation Using Filters and Transfer Learning.
Computación y Sistemas (CyS)
Christopher Gutierrez, Fernando Gaxiola, Patricia Melin, Alain Manzo-Martinez, Luis Carlos González-Gurrola, Graciela María de Jesús Ramírez Alonso
2024 J jnl
A TransUNet model with an adaptive fuzzy focal loss for medical image segmentation.
Soft Comput.
Adrian Talamantes-Roman, Graciela Ramírez Alonso, Fernando Gaxiola, Olanda Prieto-Ordaz, David R. Lopez-Flores
2024 — ch.
Analysis of the Impact Using Pre-emphasis Filter, Unvoiced Sounds, Frame Size and Feature Vector Size on Human Emotion Recognition by Voice and Machine Learning.
New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
Alain Manzo-Martinez, Raydesel Sánchez, Fernando Gaxiola, Fernando Martínez-Reyes, Raymundo Cornejo Garcia
2024 J jnl
Prediction of Enterprise Financial Health Using Machine Learning and Financial Reasons for Taiwan Economic Companies.
Computación y Sistemas (CyS)
Daniel Ruelas, Fernando Gaxiola, Alain Manzo-Martinez, Raymundo Cornejo Garcia, Jesus Soto-Vega
2023 — conf
Interactive floor's impact on gross motor abilities in Mexican children with learning and language disabilities'.
CLIHC
Raymundo Cornejo, Fernando Martínez, Fernando Gaxiola, Alain Manzo-Martinez
2022 J jnl
A Comparative Study in Machine Learning and Audio Features for Kitchen Sounds Recognition.
Computación y Sistemas
Alain Manzo-Martinez, Fernando Gaxiola, Graciela Ramírez Alonso, Fernando Martínez-Reyes
2022 J jnl
Analysis of CNN Architectures for Human Action Recognition in Video.
Computación y Sistemas
David Silva, Alain Manzo-Martinez, Fernando Gaxiola, Luis Carlos González-Gurrola, Graciela Ramírez Alonso
2019 J jnl
A fuzzy fractional-order control of robotic manipulators with PID error manifolds.
Appl. Soft Comput.
Aldo-Jonathan Muñoz-Vázquez, Fernando Gaxiola, Fernando Martínez-Reyes, Alain Manzo-Martinez
2019 J jnl
PSO with Dynamic Adaptation of Parameters for Optimization in Neural Networks with Interval Type-2 Fuzzy Numbers Weights.
Axioms
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro, Alain Manzo-Martinez
2018 J jnl
Fuzzy Dynamic Parameter Adaptation in ACO and PSO for Designing Fuzzy Controllers: The Cases of Water Level and Temperature Control.
Adv. Fuzzy Syst.
Fevrier Valdez, Juan Carlos Vázquez, Fernando Gaxiola
2018 — ch.
Person Recognition with Modular Deep Neural Network Using the Iris Biometric Measure.
Fuzzy Logic Augmentation of Neural and Optimization Algorithms
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan Ramón Castro
2017 J jnl
Comparison of T-Norms and S-Norms for Interval Type-2 Fuzzy Numbers in Weight Adjustment for Neural Networks.
Inf.
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo, Juan R. Castro
2017 — conf
Optimization of Deep Neural Network for Recognition with Human Iris Biometric Measure.
NAFIPS
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro
2017 — ch.
Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment.
Nature-Inspired Design of Hybrid Intelligent Systems
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro
2016 B conf
Comparison between Choquet and Sugeno integrals as aggregation operators for modular neural networks.
FUZZ-IEEE
Gabriela E. Martinez, Olivia Mendoza, Patricia Melin, Fernando Gaxiola
2016 — conf
Ensemble Neural Network with Type-2 Fuzzy Weights Using Response Integration for Time Series Prediction.
WCSC
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro
2016 J jnl
Optimization of type-2 fuzzy weights in backpropagation learning for neural networks using GAs and PSO.
Appl. Soft Comput.
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro, Oscar Castillo
2016 B conf
Optimization with genetic algorithm and particle swarm optimization of type-2 fuzzy integrator for ensemble neural network in time series.
FUZZ-IEEE
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro
2015 J jnl
Generalized type-2 fuzzy weight adjustment for backpropagation neural networks in time series prediction.
Inf. Sci.
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo
2015 — ch.
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
Fernando Gaxiola, Patricia Melin, Fevrier Valdez
2014 — conf
Comparison of Neural Networks with Different Membership Functions in the Type-2 Fuzzy Weights.
IEEE Conf. on Intelligent Systems (1)
Fernando Gaxiola, Patricia Melin, Fevrier Valdez
2014 J jnl
Interval type-2 fuzzy weight adjustment for backpropagation neural networks with application in time series prediction.
Inf. Sci.
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo
2014 — ch.
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
Fernando Gaxiola, Patricia Melin, Fevrier Valdez
2013 B conf
Backpropagation learning method with interval type-2 fuzzy weights in neural networks.
IJCNN
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo
2013 — ch.
Genetic Optimization of Type-2 Fuzzy Weight Adjustment for Backpropagation in Ensemble Neural Network.
Recent Advances on Hybrid Intelligent Systems
Fernando Gaxiola, Patricia Melin, Fevrier Valdez
2013 — conf
Neural network with lower and upper type-2 fuzzy weights using the backpropagation learning method.
IFSA/NAFIPS
Fernando Gaxiola, Patricia Melin, Fevrier Valdez
2013 — conf
Optimization of type-2 fuzzy weight for neural network using genetic algorithm and particle swarm optimization.
NaBIC
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo
2013 — ch.
Type-2 Fuzzy Weight Adjustment for Backpropagation in Prediction Time Series and Pattern Recognition.
Soft Computing Applications in Optimization, Control, and Recognition
Fernando Gaxiola, Patricia Melin, Fevrier Valdez
2012 — conf
Neural Network with Type-2 Fuzzy Weights Adjustment for Pattern Recognition of the Human Iris Biometrics.
MICAI (2)
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo
2011 — conf
Modular Neural Networks with Type-2 Fuzzy Integration for Pattern Recognition of Iris Biometric Measure.
MICAI (2)
Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo
2010 — ch.
Modular Neural Networks for Person Recognition Using the Contour Segmentation of the Human Iris Biometric Measurement.
Soft Computing for Recognition Based on Biometrics
Fernando Gaxiola, Patricia Melin, Miguel Lopez
2010 B conf
Modular neural networks for person recognition using segmentation and the iris biometric measurement with image pre-processing.
IJCNN
Fernando Gaxiola, Patricia Melin, Miguel Lopez