| 2023 | HIS | Estimation of Filter Number for Convolutional Neural Networks with Fuzzy Logic for Diabetic Retinopathy Classification. | Rodrigo Cordero-Martnez, Daniela Snchez, Oscar Castillo, Patricia Melin |
| 2022 | HIS | A Bee Colony Optimization Algorithm to Tuning Membership Functions in a Type-1 Fuzzy Logic System Applied in the Stabilization of a D.C. Motor Speed Controller. | Leticia Amador-Angulo, Oscar Castillo |
| 2021 | HIS | Convolutional Neural Network Design Using a Particle Swarm Optimization for Face Recognition. | Patricia Melin, Daniela Snchez, Martha Pulido, Oscar Castillo |
| 2020 | HIS | Optimal Design of Fuzzy Controllers Using the Multiverse Optimizer. | Lucio Amzquita, Oscar Castillo, Jos Soria, Prometeo Corts-Antonio |
| 2020 | HIS | Stochastic Fractal Dynamic Search for the Optimization of CEC'2017 Benchmark Functions. | Marylu L. Lagunes, Oscar Castillo, Fevrier Valdez, Jose Soria |
| 2019 | IFSA | Type-2 Fuzzy Logic Augmentation of the Imperialist Competitive Algorithm with Dynamic Parameter Adaptation. | Emer Bernal, Oscar Castillo, Jos Soria, Fevrier Valdez |
| 2019 | IFSA | Design of Optimal Fuzzy Controllers for Autonomous Mobile Robots Using the Grey Wolf Algorithm. | Eufronio Hernandez, Oscar Castillo, Jos Soria |
| 2019 | IFSA | Comparative Study of Fuzzy Controller Optimization with Dynamic Parameter Adjustment Based on Type 1 and Type 2 Fuzzy Logic. | Marylu L. Lagunes, Oscar Castillo, Fevrier Valdez, Jose Soria |
| 2019 | IFSA | Comparative Analysis of Type-1 Fuzzy Inference Systems with Different Sugeno Polynomial Orders Applied to Diagnosis Problems. | Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo |
| 2019 | IFSA | Firefly Algorithm and Grey Wolf Optimizer for Constrained Real-Parameter Optimization. | Luis Rodrguez, Oscar Castillo, Mario Garca Valdez, Jos Soria |
| 2018 | SOFA | Comparison of Neural Network Models Applied to Human Recognition. | Daniela Snchez, Patricia Melin, Oscar Castillo |
| 2017 | EUSFLAT | A New Optimization Metaheuristic Based on the Self-defense Techniques of Natural Plants Applied to the CEC 2015 Benchmark Functions. | Camilo Caraveo, Fevrier Valdez, Oscar Castillo |
| 2017 | EUSFLAT | Toward General Type-2 Fuzzy Logic Systems Based on Shadowed Sets. | Claudia I. Gonzlez, Patricia Melin, Oscar Castillo, Daniela Juarez, Juan R. Castro |
| 2017 | EUSFLAT | Comparative Study of Type-1 and Interval Type-2 Fuzzy Systems in the Fuzzy Harmony Search Algorithm Applied to Benchmark Functions. | Cinthia Peraza, Fevrier Valdez, Oscar Castillo |
| 2017 | EUSFLAT | Particle Swarm Optimization with Fuzzy Dynamic Parameters Adaptation for Modular Granular Neural Networks. | Daniela Snchez, Patricia Melin, Oscar Castillo |
| 2017 | GECCO | Randomized parameter settings for a pool-based particle swarm optimization algorithm: a comparison between dynamic adaptation of parameters and randomized parameterization. | Amaury Hernandez-Aguila, Mario Garca Valdez, Juan Julin Merelo Guervs, Oscar Castillo |
| 2016 | CEC | Grey wolf optimizer with dynamic adaptation of parameters using fuzzy logic. | Luis Rodrguez, Oscar Castillo, Jos Soria |
| 2016 | DCAI | Fuzzy Topsis Method Associated with Improved Selection of Machines of High Productivity. | Lourdes Margain, Alberto Ochoa Ortz, Oscar Castillo, Sal Gonzlez, Guadalupe Gutirrez |
| 2016 | HIS | Fuzzy Logic Dynamic Parameter Adaptation in the Gravitational Search Algorithm. | Frumen Olivas, Fevrier Valdez, Oscar Castillo |
| 2016 | IJCNN | Ant colony optimization for the design of Modular Neural Networks in pattern recognition. | Fevrier Valdez, Oscar Castillo, Patricia Melin |
| 2015 | CEC | Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems. | Claudia I. Gonzlez, Juan R. Castro, Patricia Melin, Oscar Castillo |
| 2015 | CEC | Fuzzy dynamic parameters adaptation in the Cuckoo Search Algorithm using Fuzzy logic. | Maribel Guerrero, Oscar Castillo, Mario Garca Valdez |
| 2015 | CEC | Modification of the Bat Algorithm using fuzzy logic for dynamical parameter adaptation. | Jonathan Prez, Fevrier Valdez, Oscar Castillo |
| 2015 | EUSFLAT | Statistical Analysis of Type-1 and Interval Type-2 Fuzzy Logic in dynamic parameter adaptation of the BCO. | Leticia Amador-Angulo, Oscar Castillo |
| 2015 | EUSFLAT | Dynamic parameter adaptation in Ant Colony Optimization using a fuzzy system for TSP problems. | Frumen Olivas, Fevrier Valdez, Oscar Castillo |
| 2015 | FQAS | Imperialist Competitive Algorithm with Fuzzy Logic for Parameter Adaptation: A Parameter Variation Study. | Emer Bernal, Oscar Castillo, Jos Soria |
| 2015 | FQAS | Fuzzy Logic for Improving Interactive Evolutionary Computation Techniques for Ad Text Optimization. | Quetzali Madera, Mario Garca Valdez, Oscar Castillo |
| 2015 | FQAS | Method for Uncertainty Measurement and Its Application to the Formation of Interval Type-2 Fuzzy Sets. | Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro |
| 2015 | FQAS | Modular Neural Network Preprocessing Procedure with Intuitionistic Fuzzy InterCriteria Analysis Method. | Sotir Sotirov, Evdokia Sotirova, Patricia Melin, Oscar Castillo, Krassimir T. Atanassov |
| 2015 | GECCO | A Method Based on Interactive Evolutionary Computation for Increasing the Effectiveness of Advertisement Texts. | Quetzali Madera, Mario Garca Valdez, Oscar Castillo, Alejandra Mancilla |
| 2014 | CIDM | Optimization of the type-1 and interval type-2 fuzzy integrators in Ensembles of ANFIS models for prediction of the Dow Jones time series. | Jesus Soto, Patricia Melin, Oscar Castillo |
| 2013 | CEC | Modular granular neural networks optimization with Multi-Objective Hierarchical Genetic Algorithm for human recognition based on iris biometric. | Daniela Snchez, Patricia Melin, Oscar Castillo, Fevrier Valdez |
| 2013 | CEC | A new gravitational search algorithm using fuzzy logic to parameter adaptation. | Alberto Sombra, Fevrier Valdez, Patricia Melin, Oscar Castillo |
| 2013 | IJCNN | Neuro-fuzzy fitness in a genetic algorithm for optimal fuzzy controller design. | Oscar Castillo, Abraham Melndez, Patricia Melin, Leslie Astudillo |
| 2013 | IJCNN | A class of interval type-2 fuzzy neural networks illustrated with application to non-linear identification. | Juan R. Castro, Oscar Castillo |
| 2013 | IJCNN | Backpropagation learning method with interval type-2 fuzzy weights in neural networks. | Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Oscar Castillo |
| 2013 | IJCNN | Time series prediction using ensembles of neuro-fuzzy models with interval type-2 and type-1 fuzzy integrators. | Jesus Soto, Patricia Melin, Oscar Castillo |
| 2013 | IFSA | Comparison of fuzzy controllers for the water tank with Type-1 and Type-2 fuzzy logic. | Leticia Amador-Angulo, Oscar Castillo, Martha Pulido |
| 2013 | IFSA | Nature inspired chemical optimization to design a type-2 fuzzy controller for a mobile robot. | Leslie Astudillo, Patricia Melin, Oscar Castillo |
| 2013 | IFSA | Statistical comparison of type-1 and type-2 fuzzy systems design with genetic algorithms in the case of three tank water control. | Leticia Cervantes, Oscar Castillo |
| 2013 | IFSA | Design of optimal membership functions for fuzzy controllers of the water tank and inverted pendulum with PSO variants. | Resffa Fierro, Oscar Castillo, Fevrier Valdez, Leticia Cervantes |
| 2013 | IFSA | A new approach based on generalized type-2 fuzzy logic for edge detection. | Claudia I. Gonzlez, Juan R. Castro, Gabriela E. Martinez, Patricia Melin, Oscar Castillo |
| 2013 | IFSA | Generalized type-2 fuzzy logic in response integration of modular neural networks. | Gabriela E. Martinez, Olivia Mendoza, Juan R. Castro, Patricia Melin, Oscar Castillo |
| 2013 | IFSA | Genetic optimization of interval type-2 fuzzy reactive controllers for mobile robots. | Abraham Melndez, Oscar Castillo, Patricia Melin |
| 2013 | IFSA | Optimization of type-2 fuzzy integration in ensemble neural networks for predicting the US Dolar/MX pesos time series. | Martha Pulido, Patricia Melin, Oscar Castillo |
| 2013 | IFSA | A hybrid method for IT2 TSK formation based on the principle of justifiable granularity and PSO for spread optimization. | Mauricio A. Sanchez, Juan R. Castro, Felicitas Perez-Ornelas, Oscar Castillo |
| 2011 | IJCNN | Distributed parameter bioprocess plant identification and I-term control using centralized recurrent neural network models. | Ieroham S. Baruch, Eloy Echeverria Saldierna, Oscar Castillo |
| 2011 | IJCNN | Genetic optimization of ensemble neural networks for complex time series prediction. | Martha Pulido, Patricia Melin, Oscar Castillo |
| 2011 | IJCNN | Hierarchical genetic optimization of modular neural networks and their type-2 fuzzy response integrators for human recognition based on multimodal biometry. | Daniela Snchez, Patricia Melin, Oscar Castillo |
| 2011 | SMC | A new validation index for fuzzy clustering and its comparisons with other methods. | Elid Rubio, Oscar Castillo, Patricia Melin |
| 2010 | GRC | Interval Type-2 Fuzzy Logic for Control Applications. | Oscar Castillo |
| 2010 | GRC | Optimal Design of Type-2 Fuzzy Membership Functions Using Genetic Algorithms in a Partitioned Search Space. | Denisse Hidalgo, Patricia Melin, Oscar Castillo |
| 2010 | GRC | Type-2 Fuzzy Logic Controllers Optimization Using Genetic Algoritms and Particle Swarm Optimization. | Ricardo Martnez-Soto, Antonio Rodrguez-Daz, Oscar Castillo, Luis T. Aguilar |
| 2010 | IJCNN | Direct torque adaptive vector neural control of a three-phase induction motor. | Ieroham S. Baruch, Carlos-Roman Mariaca-Gaspar, Irving Pavel de la Cruz, Oscar Castillo |
| 2010 | IJCNN | A T-S Fuzzy Logic Controller for biped robot walking based on adaptive network fuzzy inference system. | Selene L. Cardenas-Maciel, Oscar Castillo, Luis T. Aguilar, Juan R. Castro |
| 2010 | IJCNN | Hybrid system for cardiac arrhythmia classification with fuzzy k-nearest neighbors and Multi Layer Perceptrons combined by a fuzzy inference system. | Eduardo Gmez-Ramrez, Oscar Castillo, Jos Soria |
| 2010 | IJCNN | Optimization of type-2 fuzzy systems based on the level of uncertainty, applied to response integration in modular neural networks with multimodal biometry. | Denisse Hidalgo, Patricia Melin, Oscar Castillo, Guillermo Licea |
| 2010 | IJCNN | A new approach for fuzzy feature extraction based on pixel's brightness. | Miguel Lopez, Patricia Melin, Oscar Castillo |
| 2010 | IJCNN | Neural networks recognition rate as index to compare the performance of fuzzy edge detectors. | Olivia Mendoza, Patricia Melin, Oscar Castillo |
| 2009 | EUSFLAT | Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks Illustrated with the Case of Non-linear Identification. | Juan R. Castro, Oscar Castillo, Patricia Melin, Antonio Rodrguez-Daz, Olivia Mendoza |
| 2009 | EUSFLAT | Pattern Recognition in Blur Motion Noisy Images using Fuzzy Methods for Response Integration in Ensemble Neural Networks. | Miguel Lopez, Patricia Melin, Oscar Castillo |
| 2009 | EUSFLAT | Fuzzy Logic Adaptation of a Hybrid Evolutionary Method for Pattern Recognition. | Fevrier Valdez, Patricia Melin, Oscar Castillo |
| 2009 | SMC | Designing Type-2 Fuzzy Logic System Controllers via Fuzzy Lyapunov Synthesis for the Output Regulator of a Servomechanism with Nonlinear Backlash. | Oscar Castillo, Noh R. Czarez-Castro, Luis T. Aguilar |
| 2009 | SMC | Optimization of Type-2 Fuzzy Logic Controllers for Mobile Robots Using Evolutionary Methods. | Oscar Castillo, Patricia Melin, Ricardo Martnez-Soto, Antonio Rodrguez-Daz, Luis T. Aguilar |
| 2009 | SMC | Parameter Tuning of Membership Functions of a Fuzzy Logic Controller for an Autonomous Wheeled Mobile Robot Using Ant Colony Optimization. | Oscar Castillo, Ricardo Martinez-Marroquin, Jos Soria |
| 2009 | SMC | Interval type-2 fuzzy logic system to simulate the environment resources stochasticity inducing the population growth shape. | Oscar Castillo, Cecilia Leal Ramrez, Patricia Melin, Antonio Rodrguez-Daz |
| 2008 | CEC | A New Evolutionary Method with a Hybrid Approach Combining Particle Swarm Optimization and Genetic Algorithms using Fuzzy Logic for Decision Making. | Fevrier Valdez, Patricia Melin, Oscar Castillo, Oscar Montiel |
| 2008 | HIS | Hybrid Genetic-Fuzzy Optimization of a Type-2 Fuzzy Logic Controller. | Noh R. Czarez-Castro, Luis T. Aguilar, Oscar Castillo |
| 2008 | IJCNN | Computational intelligence software: Type-2 Fuzzy Logic and Modular Neural Networks. | Oscar Castillo, Patricia Melin |
| 2008 | IJCNN | Optimization with genetic algorithms of modular neural networks using interval type-2 fuzzy logic for response integration: The case of multimodal biometry. | Denisse Hidalgo, Oscar Castillo, Patricia Melin |
| 2007 | GRC | Type-2 Fuzzy Logic: Theory and Applications. | Oscar Castillo, Patricia Melin, Janusz Kacprzyk, Witold Pedrycz |
| 2007 | GRC | Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks. | Juan R. Castro, Oscar Castillo, Patricia Melin, Antonio Rodrguez-Daz |
| 2007 | IJCNN | Comparison of Hybrid Intelligent Systems, Neural Networks and Interval Type-2 Fuzzy Logic for Time Series Prediction. | Oscar Castillo, Patricia Melin |
| 2007 | IJCNN | Pattern Recognition for Industrial Monitoring and Security using the Fuzzy Sugeno Integral and Modular Neural Networks. | Patricia Melin, Alejandra Mancilla, Miguel Lopez, Jose Soria, Oscar Castillo |
| 2007 | IJCNN | A New Method for Response Integration in Modular Neural Networks using Type-2 Fuzzy Logic for Biometric Systems. | Jrica Uras, Denisse Hidalgo, Patricia Melin, Oscar Castillo |
| 2007 | IFSA | Hybrid Control for an Autonomous Wheeled Mobile Robot Under Perturbed Torques. | Leslie Astudillo, Oscar Castillo, Luis T. Aguilar, Ricardo Martnez-Soto |
| 2007 | IFSA | A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach. | Miguel Lopez, Patricia Melin, Oscar Castillo |
| 2007 | IFSA | Type-2 Fuzzy Logic for Improving Training Data and Response Integration in Modular Neural Networks for Image Recognition. | Olivia Mendoza, Patricia Melin, Oscar Castillo, Guillermo Licea |
| 2007 | IFSA | A Fuzzy Approach for the Sequencing of Didactic Resources in Educational Adaptive Hypermedia Systems. | Jos Mario Garca Valdez, Guillermo Licea Sandoval, Oscar Castillo, Arnulfo Alanis Garza |
| 2005 | IJCNN | Optimization of modular neural networks using hierarchical genetic algorithms applied to speech recognition. | Gabriela E. Martinez, Patricia Melin, Oscar Castillo |
| 2005 | IJCNN | Fingerprint recognition using modular neural networks and fuzzy integrals for response integration. | Patricia Melin, Diana Bravo, Oscar Castillo |
| 2005 | IJCNN | Face recognition using modular neural networks and fuzzy Sugeno integral for response integration. | Patricia Melin, Claudia I. Gonzlez, Felma Gonzalez, Oscar Castillo |
| 2003 | IJCNN | Intelligent control of non-linear plants using type-2 fuzzy logic and neural networks. | Patricia Melin, Oscar Castillo |
| 2002 | HIS | The Evolutionary Learning Rule for System Identification in Adaptive Finite Impulse Filters. | Oscar Montiel, Oscar Castillo, Patricia Melin, Roberto Seplveda |
| 2001 | SMC | Simulation and forecasting complex financial time series using neural networks and fuzzy logic. | Oscar Castillo, Patricia Melin |
| 2001 | SMC | Intelligent adaptive control of nonlinear dynamical systems with a hybrid neuro-fuzzy-genetic approach. | Patricia Melin, Oscar Castillo |
| 2000 | CEC | Automated simulation of non-linear dynamical systems with a Lotka-Volterra population based approach. | Oscar Castillo, Patricia Melin |
| 1999 | CEC | A general method for automated simulation of non-linear dynamical systems using a new fuzzy-fractal-genetic approach. | Oscar Castillo, Patricia Melin |
| 1999 | IJCNN | Adaptive model-based control of robotic dynamic systems with a new neuro-fuzzy-fractal approach. | Oscar Castillo, Patricia Melin |
| 1999 | IJCNN | Intelligent adaptive control of aircraft dynamic systems with a new neuro-fuzzy-fractal approach. | Patricia Melin, Oscar Castillo |
| 1998 | SMC | Automated mathematical modelling and simulation of robotic dynamic systems using a new fuzzy-fractal-genetic approach. | Oscar Castillo, Patricia Melin |