| 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 |
| 2023 | HIS | Ensemble Model for Short-Term Glucose Prediction of Type-1 Diabetes Patients. | Miguel Siqueiros, Patricia Melin, Daniela Snchez |
| 2022 | HIS | Convolutional Neural Networks for Face Detection and Face Mask Multiclass Classification. | Alexis Campos, Patricia Melin, Daniela Snchez |
| 2021 | HIS | Comparison of Image Pre-processing for Classifying Diabetic Retinopathy Using Convolutional Neural Networks. | Rodrigo Cordero-Martnez, Daniela Snchez, Patricia Melin |
| 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 a Fuzzy System with a Real-Coded Genetic Algorithm for Diabetes Classification. | Julio C. Mnica, Patricia Melin, Daniela Snchez |
| 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 |
| 2018 | SOFA | Fuzzy System for Classification of Nocturnal Blood Pressure Profile and Its Optimization with the Crow Search Algorithm. | Ivette Miramontes, Patricia Melin, German Prado-Arechiga |
| 2018 | SOFA | Comparison of Neural Network Models Applied to Human Recognition. | Daniela Snchez, Patricia Melin, 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 | Particle Swarm Optimization with Fuzzy Dynamic Parameters Adaptation for Modular Granular Neural Networks. | Daniela Snchez, Patricia Melin, Oscar Castillo |
| 2017 | HIS | A Grey Wolf Optimization Algorithm for Modular Granular Neural Networks Applied to Iris Recognition. | Patricia Melin, Daniela Snchez |
| 2016 | CEC | Fuzzy FWA with dynamic adaptation of parameters. | Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. Gonzlez |
| 2016 | IJCNN | A firefly algorithm for modular granular neural networks optimization applied to iris recognition. | Daniela Snchez, Patricia Melin, Juan Martn Carpio, Hctor Puga |
| 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 | EUSFLAT | Optimization of the Fuzzy Integrators in Ensembles of ANFIS Model for Time Series Prediction: The case of Mackey-Glass. | Jesus Soto, Patricia Melin |
| 2015 | FQAS | Optimization of the LVQ Network Architectures with a Modular Approach for Arrhythmia Classification. | Jonathan Amezcua, Patricia Melin |
| 2015 | FQAS | A Proposal of a Fuzzy System for Hypertension Diagnosis. | Juan Carlos Guzmn, Patricia Melin, German Prado-Arechiga |
| 2015 | FQAS | Modular Neural Network Preprocessing Procedure with Intuitionistic Fuzzy InterCriteria Analysis Method. | Sotir Sotirov, Evdokia Sotirova, Patricia Melin, Oscar Castillo, Krassimir T. Atanassov |
| 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 | 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 | Nature inspired chemical optimization to design a type-2 fuzzy controller for a mobile robot. | Leslie Astudillo, Patricia Melin, Oscar Castillo |
| 2013 | IFSA | Neural network with lower and upper type-2 fuzzy weights using the backpropagation learning method. | Fernando Gaxiola, Patricia Melin, Fevrier Valdez |
| 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 | Fuzzy operators for quality evaluation in images edge detection. | Felicitas Perez-Ornelas, Olivia Mendoza, Patricia Melin, Juan R. Castro |
| 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 | Hierarchical Genetic Algorithm for Type-2 fuzzy Integration applied to Human Recognition. | Daniela Snchez, Patricia Melin |
| 2011 | EUROGP | Estimating Classifier Performance with Genetic Programming. | Leonardo Trujillo, Yuliana Martnez, Patricia Melin |
| 2011 | GECCO | How many neurons?: a genetic programming answer. | Leonardo Trujillo, Yuliana Martnez, Patricia Melin |
| 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 | IJCNN | Parallel genetic algorithms for optimization of Modular Neural Networks in pattern recognition. | Fevrier Valdez, Patricia Melin, Herman Parra |
| 2011 | SMC | A new validation index for fuzzy clustering and its comparisons with other methods. | Elid Rubio, Oscar Castillo, Patricia Melin |
| 2010 | GECCO | Backpropagation learning with a (1+1) ES. | Jos Parra Galaviz, Leonardo Trujillo, Patricia Melin |
| 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 | Interval Type-2 Fuzzy Logic Applications in Image Processing and Pattern Recognition. | Patricia Melin |
| 2010 | IJCNN | Modular neural networks for person recognition using segmentation and the iris biometric measurement with image pre-processing. | Fernando Gaxiola, Patricia Melin, Miguel Lopez |
| 2010 | IJCNN | Modular neural network integrator for human recognition from ear images. | Lizette Gutierrez, Patricia Melin, Miguel Lopez |
| 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 | The Use of Interval Type-2 Fuzzy Logic as a General Method for Edge Detection. | Olivia Mendoza, Patricia Melin, Juan Ramon Castro |
| 2009 | EUSFLAT | Fuzzy Logic Adaptation of a Hybrid Evolutionary Method for Pattern Recognition. | Fevrier Valdez, Patricia Melin, Oscar Castillo |
| 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 | 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 | IJCNN | Decentralized indirect adaptive Fuzzy-Neural Multi-Model control of a distributed parameter bioprocess plant. | Ieroham S. Baruch, Rosalba Galvn-Guerra, Carlos-Roman Mariaca-Gaspar, Patricia Melin |
| 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 |
| 2008 | IJCNN | Response integration in Ensemble Neural Networks using interval type-2 Fuzzy logic. | Miguel Lopez, Patricia Melin |
| 2008 | IJCNN | Estimating module relevance with Sugeno integration of modular neural networks using Interval Type-2 Fuzzy logic. | Olivia Mendoza, Patricia Melin, Guillermo Licea |
| 2008 | IJCNN | A new evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms: The case of neural networks optimization. | Fevrier Valdez, Patricia Melin, Olivia Mendoza |
| 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 | GRC | A New Method for Edge Detection in Image Processing Using Interval Type-2 Fuzzy Logic. | Olivia Mendoza, Patricia Melin, Guillermo Licea |
| 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 | Type-2 Fuzzy Systems for Improving Training Data and Decision Making in Modular Neural Networks for Image Recognition. | Olivia Mendoza, Patricia Melin, Guillermo Licea |
| 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 | 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 |
| 2006 | IJCNN | An Intelligent System for Pattern Recognition and Time Series Prediction using Modular Neural Networks. | Patricia Melin, Olivia Mendoza, Miguel Soto, Maribel Gutierez, Daniel Solano |
| 2006 | IJCNN | Forecasting Economic Time Series Using Modular Neural Networks and the Fuzzy Sugeno Integral as Response Integration Method. | Patricia Melin, Jrica Uras, Jassiny Quintero, Martha Ramirez, Omar Blanchet |
| 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 |