Modular neural networks for person recognition using segmentation and the iris biometric measurement with image pre-processing. - Fernando Gaxiola 001; Patricia Melin; Miguel Lopez (IJCNN, 2010)

Modular Neural Networks for Person Recognition Using the Contour Segmentation of the Human Iris Biometric Measurement. - Fernando Gaxiola 001; Patricia Melin; Miguel Lopez (Soft Computing for Recognition Based on Biometrics, 2010)

Modular Neural Networks with Type-2 Fuzzy Integration for Pattern Recognition of Iris Biometric Measure. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Oscar Castillo 001 (MICAI (2), 2011)

Neural Network with Type-2 Fuzzy Weights Adjustment for Pattern Recognition of the Human Iris Biometrics. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Oscar Castillo 001 (MICAI (2), 2012)

Neural network with lower and upper type-2 fuzzy weights using the backpropagation learning method. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez (IFSA/NAFIPS, 2013)

Backpropagation learning method with interval type-2 fuzzy weights in neural networks. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Oscar Castillo 001 (IJCNN, 2013)

Optimization of type-2 fuzzy weight for neural network using genetic algorithm and particle swarm optimization. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Oscar Castillo 001 (NaBIC, 2013)

Genetic Optimization of Type-2 Fuzzy Weight Adjustment for Backpropagation in Ensemble Neural Network. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez (Recent Advances on Hybrid Intelligent Systems, 2013)

Type-2 Fuzzy Weight Adjustment for Backpropagation in Prediction Time Series and Pattern Recognition. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez (Soft Computing Applications in Optimization, Control, and Recognition, 2013)

Comparison of Neural Networks with Different Membership Functions in the Type-2 Fuzzy Weights. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez (IEEE Conf. on Intelligent Systems (1), 2014)

Interval type-2 fuzzy weight adjustment for backpropagation neural networks with application in time series prediction. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Oscar Castillo 001 (Inf. Sci., 2014)

Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning with Gaussian Membership Functions. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Generalized type-2 fuzzy weight adjustment for backpropagation neural networks in time series prediction. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Oscar Castillo 001 (Inf. Sci., 2015)

Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning for the Dow-Jones Time Series. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Optimization with genetic algorithm and particle swarm optimization of type-2 fuzzy integrator for ensemble neural network in time series. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Juan R. Castro 001 (FUZZ-IEEE, 2016)

Comparison between Choquet and Sugeno integrals as aggregation operators for modular neural networks. - Gabriela E. Martinez; Olivia Mendoza; Patricia Melin; Fernando Gaxiola 001 (FUZZ-IEEE, 2016)

Ensemble Neural Network with Type-2 Fuzzy Weights Using Response Integration for Time Series Prediction. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Juan R. Castro 001 (WCSC, 2016)

Optimization of type-2 fuzzy weights in backpropagation learning for neural networks using GAs and PSO. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Juan R. Castro 001; Oscar Castillo 001 (Appl. Soft Comput., 2016)

Optimization of Deep Neural Network for Recognition with Human Iris Biometric Measure. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Juan R. Castro 001 (NAFIPS, 2017)

Comparison of T-Norms and S-Norms for Interval Type-2 Fuzzy Numbers in Weight Adjustment for Neural Networks. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Oscar Castillo 001; Juan R. Castro 001 (Inf., 2017)

Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Juan R. Castro 001 (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Fuzzy Dynamic Parameter Adaptation in ACO and PSO for Designing Fuzzy Controllers: The Cases of Water Level and Temperature Control. - Fevrier Valdez; Juan Carlos Vázquez; Fernando Gaxiola 001 (Adv. Fuzzy Syst., 2018)

Person Recognition with Modular Deep Neural Network Using the Iris Biometric Measure. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Juan Ramón Castro (Fuzzy Logic Augmentation of Neural and Optimization Algorithms, 2018)

Design implications for exergames with moderate activity to improve inter-joint angle for older adults. - Oscar E. Ordoñez Medina; Raymundo Cornejo; Alain Manzo; Adrián Alarcón; Luis Fernando Gaxiola 001; Fernando Martínez 002; Leonor Duque; Martha Ornelas (CLIHC, 2019)

A fuzzy fractional-order control of robotic manipulators with PID error manifolds. - Aldo-Jonathan Muñoz-Vázquez; Fernando Gaxiola 001; Fernando Martínez-Reyes; Alain Manzo-Martinez (Appl. Soft Comput., 2019)

PSO with Dynamic Adaptation of Parameters for Optimization in Neural Networks with Interval Type-2 Fuzzy Numbers Weights. - Fernando Gaxiola 001; Patricia Melin; Fevrier Valdez; Juan R. Castro 001; Alain Manzo-Martinez (Axioms, 2019)

A Comparative Study in Machine Learning and Audio Features for Kitchen Sounds Recognition. - Alain Manzo-Martinez; Fernando Gaxiola 001; Graciela Ramírez Alonso; Fernando Martínez-Reyes (Computación y Sistemas, 2022)

Analysis of CNN Architectures for Human Action Recognition in Video. - David Silva; Alain Manzo-Martinez; Fernando Gaxiola 001; Luis Carlos González-Gurrola; Graciela Ramírez Alonso (Computación y Sistemas, 2022)

Interactive floor's impact on gross motor abilities in Mexican children with learning and language disabilities'. - Raymundo Cornejo; Fernando Martínez 002; Fernando Gaxiola 001; Alain Manzo-Martinez (CLIHC, 2023)

A Cloud-Based (AWS) Machine Learning Solution to Predict Account Receivables in a Financial Institution. - Javier Rodríguez López; Luis Escamilla; Roberto López-Santillán; Luis Fernando Gaxiola 001; Luis Carlos González-Gurrola (MCPR, 2023)

Prediction of Enterprise Financial Health Using Machine Learning and Financial Reasons for Taiwan Economic Companies. - Daniel Ruelas; Fernando Gaxiola 001; Alain Manzo-Martinez; Raymundo Cornejo Garcia; Jesus Soto-Vega (Computación y Sistemas (CyS), 2024)

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. - Alain Manzo-Martinez; Raydesel Sánchez; Fernando Gaxiola 001; Fernando Martínez-Reyes; Raymundo Cornejo Garcia (New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024)

A TransUNet model with an adaptive fuzzy focal loss for medical image segmentation. - Adrian Talamantes-Roman; Graciela Ramírez Alonso; Fernando Gaxiola 001; Olanda Prieto-Ordaz; David R. Lopez-Flores (Soft Comput., 2024)