An intelligent system for financial time series prediction combining dynamical systems theory, fractal theory, and statistical methods. - Oscar Castillo 001; Patricia Melin (CIFEr, 1995)

QUACONTRA: Quality Control Training in the Food Industry Using an Intelligent Tutor. - Oscar Castillo 001; Patricia Melin (IEA/AIE, 1995)

Automated mathematical modelling for financial time series prediction using fuzzy logic, dynamical systems and fractal theory. - Oscar Castillo 001; Patricia Melin (CIFEr, 1996)

Simulation and forecasting of international trade dynamics using non-linear mathematical models and fuzzy logic techniques. - Oscar Castillo 001; Patricia Melin (CIFEr, 1997)

A new fuzzy-genetic approach for the simulation and forecasting of international trade non-linear dynamics. - Oscar Castillo 001; Patricia Melin (CIFEr, 1998)

Automated mathematical modelling and simulation of robotic dynamic systems using a new fuzzy-fractal-genetic approach. - Oscar Castillo 001; Patricia Melin (SMC, 1998)

Intelligent Mathematical Modelling and Simulation of Robotic Dynamic Systems using a New Fuzzy-Fractal-Genetic Approach. - Oscar Castillo 001; Patricia Melin (Annual Simulation Symposium, 1999)

A general method for automated simulation of non-linear dynamical systems using a new fuzzy-fractal-genetic approach. - Oscar Castillo 001; Patricia Melin (CEC, 1999)

A new method for adaptive model-based control of economic systems using a neuro-fuzzy-genetic approach: the case of international trade dynamics. - Oscar Castillo 001; Patricia Melin (CIFEr, 1999)

Adaptive model-based control of robotic dynamic systems with a new neuro-fuzzy-fractal approach. - Oscar Castillo 001; Patricia Melin (IJCNN, 1999)

Intelligent adaptive control of aircraft dynamic systems with a new neuro-fuzzy-fractal approach. - Patricia Melin; Oscar Castillo 001 (IJCNN, 1999)

Automated mathematical modelling, simulation and behavior identification of robotic dynamic systems using a new fuzzy-fractal-genetic approach. - Oscar Castillo 001; Patricia Melin (Robotics Auton. Syst., 1999)

Automated simulation of non-linear dynamical systems with a Lotka-Volterra population based approach. - Oscar Castillo 001; Patricia Melin (CEC, 2000)

Intelligent simulation and forecasting of competing dynamic companies with a fuzzy-genetic approach. - Oscar Castillo 001; Patricia Melin (CIFEr, 2000)

Automated simulation of robotic dynamic systems using a new fuzzy-fractal-genetic approach. - Oscar Castillo 001; Patricia Melin (FUZZ-IEEE, 2000)

Controlling chaotic and unstable behavior in non-linear biochemical reactors by using a new neuro-fuzzy-fractal approach. - Patricia Melin; Oscar Castillo 001 (FUZZ-IEEE, 2000)

Application Of A Breeder Genetic Algorithm For System Identification In An Adaptive Finite Impulse Response Filter. - Oscar Castillo 001; Patricia Melin; Oscar Montiel; Roberto Sepúlveda (Evolvable Hardware, 2001)

A New Theory of Fuzzy Chaos and Its Application for Simulation and Control of Robotic Dynamic Systems. - Oscar Castillo 001; Patricia Melin (FUZZ-IEEE, 2001)

Adaptive Control of a Stepping Motor Drive Using a Hybrid Neuro-Fuzzy Approach. - Patricia Melin; Oscar Castillo 001 (FUZZ-IEEE, 2001)

Simulation and forecasting complex financial time series using neural networks and fuzzy logic. - Oscar Castillo 001; Patricia Melin (SMC, 2001)

Intelligent adaptive control of nonlinear dynamical systems with a hybrid neuro-fuzzy-genetic approach. - Patricia Melin; Oscar Castillo 001 (SMC, 2001)

A new method for adaptive model-based control of non-linear dynamic plants using a neuro-fuzzy-fractal approach. - Patricia Melin; Oscar Castillo 001 (Soft Comput., 2001)

Intelligent control of complex electrochemical systems with a neuro-fuzzy-genetic approach. - Patricia Melin; Oscar Castillo 001 (IEEE Trans. Ind. Electron., 2001)

A new approach for quality control of sound speakers combining type-2 fuzzy logic and fractal theory. - Patricia Melin; Oscar Castillo 001 (FUZZ-IEEE, 2002)

The Evolutionary Learning Rule for System Identification in Adaptive Finite Impulse Filters. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (HIS, 2002)

Parallel Processing of Genetic Algorithms and Neural Networks for Control. - Oscar Castillo 001; Patricia Melin; Ricardo Palma; Edgar Noriega (IC-AI, 2002)

Intelligent Control of Non-Linear Dynamic Plants Using Soft Computing. - Patricia Melin; Oscar Castillo 001; Alejandro Prieto (IC-AI, 2002)

Intelligent Interface for Control of Non-Linear Plants. - Patricia Melin; Margarita Ramirez (IC-AI, 2002)

Fuzzy Control Embedded in a CPLD for Testing Batteries. - Roberto Sepúlveda; Oscar Montiel; Patricia Melin (IC-AI, 2002)

A New Theory of Fuzzy Chaos and Its application for Simulation of Robotic Dynamic Systems. - Oscar Castillo 001; Patricia Melin (JCIS, 2002)

Intelligent Control of a Motor Drive Using a Hybrid Neuro-Fuzzy Approach. - Patricia Melin; Oscar Castillo 001 (JCIS, 2002)

A Breeder Genetic Algorithm for Finite Impulse Filter Optimization. - Oscar Montiel; Roberto Sepúlveda; Oscar Castillo 001; Patricia Melin (JCIS, 2002)

A hybrid fuzzy-fractal approach for time series analysis and plant monitoring. - Oscar Castillo 001; Patricia Melin (Int. J. Intell. Syst., 2002)

Intelligent control of aircraft dynamic systems with a new hybrid neuro-fuzzy-fractal approach. - Patricia Melin; Oscar Castillo 001 (Inf. Sci., 2002)

Hybrid intelligent systems for time series prediction using neural networks, fuzzy logic, and fractal theory. - Oscar Castillo 001; Patricia Melin (IEEE Trans. Neural Networks, 2002)

A new hybrid approach for plant monitoring and diagnostics using type-2 fuzzy logic and fractal theory. - Oscar Castillo 001; Patricia Melin (FUZZ-IEEE, 2003)

Soft computing and fractal theory for industrial applications. - Oscar Castillo 001; Patricia Melin (FUZZ-IEEE, 2003)

A new method for adaptive model-based control of non-linear plants using type-2 fuzzy logic and neural networks. - Patricia Melin; Oscar Castillo 001 (FUZZ-IEEE, 2003)

A reprogrammable hardware fuzzy controller for the battery charging process. - Roberto Sepúlveda; Oscar Montiel Ross; Oscar Castillo 001; Patricia Melin (FUZZ-IEEE, 2003)

Plant Monitoring and Diagnostics Using Fuzzy Logic. - Oscar Castillo 001; Luz Elena Cortez; Patricia Melin (IC-AI, 2003)

Pattern Recognition Using Fuzzy Logic and Neural Networks. - Patricia Melin; Maria Luisa Acosta; Cristina Felix (IC-AI, 2003)

Evolution of Modular Neural Networks for System Identification. - Patricia Melin; Jesus Gaxiola; Angeles Quezada; Oscar Castillo 001 (IC-AI, 2003)

Interference Cancellation Using a Fuzzy Real Coded Evolutionary Algorithm. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (IC-AI, 2003)

Fuzzy Control for Optimizing the Transmission Power in Cellular Phones. - Roberto Sepúlveda; Patricia Melin; Edgar Zamudio; Oscar Montiel (IC-AI, 2003)

Intelligent control of non-linear plants using type-2 fuzzy logic and neural networks. - Patricia Melin; Oscar Castillo 001 (IJCNN, 2003)

A New Approach for Intelligent Control of Non-linear Dynamic Plants using Type-2 Fuzzy Logic and Neural Networks. - Patricia Melin; Oscar Castillo 001 (Neural Networks and Computational Intelligence, 2003)

Intelligent control of a stepping motor drive using a hybrid neuro-fuzzy ANFIS approach. - Leocundo Aguilar; Patricia Melin; Oscar Castillo 001 (Appl. Soft Comput., 2003)

Special issue on soft computing for control of non-linear dynamical systems. - Oscar Castillo 001; Patricia Melin (Appl. Soft Comput., 2003)

Intelligent adaptive model-based control of robotic dynamic systems with a hybrid fuzzy-neural approach. - Oscar Castillo 001; Patricia Melin (Appl. Soft Comput., 2003)

Adaptive intelligent control of aircraft systems with a hybrid approach combining neural networks, fuzzy logic and fractal theory. - Patricia Melin; Oscar Castillo 001 (Appl. Soft Comput., 2003)

The evolutionary learning rule for system identification. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (Appl. Soft Comput., 2003)

Soft Computing and Fractal Theory for Intelligent Manufacturing - Oscar Castillo 001; Patricia Melin (Springer, 2003)

Fuzzy logic for plant monitoring and diagnostics. - Oscar Castillo 001; Patricia Melin (FUZZ-IEEE, 2004)

Adaptive noise cancellation using type-2 fuzzy logic and neural networks. - Oscar Castillo 001; Patricia Melin (FUZZ-IEEE, 2004)

Pattern Recognition Using Modular Neural Networks and Genetic Algorithms. - Patricia Melin; Felma Gonzalez; Gabriela E. Martinez (IC-AI, 2004)

Modular Neural Networks with Fuzzy Sugeno Integral Response Integration for Face and Fingerprint Recognition. - Patricia Melin; Alejandra Mancilla; Claudia I. González; Diana Bravo (IC-AI, 2004)

Evolutionary Non-Linear System Identification. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz; Roberto Sepúlveda (IC-AI, 2004)

Modular Neural Networks and Fuzzy Sugeno Integral for Face and Fingerprint Recognition. - Patricia Melin; Claudia I. González; Diana Bravo; Felma Gonzalez; Gabriela E. Martinez (WSC, 2004)

Evolutionary Modeling Using A Wiener Model. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (WSC, 2004)

A new approach for plant monitoring using type-2 fuzzy logic and fractal theory. - Oscar Castillo 001; Patricia Melin (Int. J. Gen. Syst., 2004)

A New Method for Adaptive Control of Non-Linear Plants Using Type-2 Fuzzy Logic and Neural Networks. - Patricia Melin; Oscar Castillo 001 (Int. J. Gen. Syst., 2004)

Application of a breeder genetic algorithm for finite impulse filter optimization. - Oscar Montiel; Oscar Castillo 001; Roberto Sepúlveda; Patricia Melin (Inf. Sci., 2004)

Intelligent control of a stepping motor drive using a hybrid neuro-fuzzy approach. - Patricia Melin; Oscar Castillo 001 (Soft Comput., 2004)

Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing - An Evolutionary Approach for Neural Networks and Fuzzy Systems - Patricia Melin; Oscar Castillo 001 (Springer, 2005)

Handling Uncertainty in Controllers Using Type-2 Fuzzy Logic. - Roberto Sepúlveda; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz; Oscar Montiel (FUZZ-IEEE, 2005)

Modular Neural Networks and Fuzzy Sugeno Integrals for Time Series Prediction. - Patricia Melin; Ileana Leal; Valente Ochoa; Luis Valenzuela; Daniel Clemente (IC-AI, 2005)

An Intelligent System for Modeling and Simulation with Modular Neural Networks. - Olivia Mendoza; Gabriela Torres; Patricia Melin (IC-AI, 2005)

Reducing The Cycling Problem In Evolutionary Algorithms. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz; Roberto Sepúlveda (IC-AI, 2005)

A Simulink Model for Testing Uncertainty In Type-2 Fuzzy Controllers. - Roberto Sepúlveda; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz; Oscar Montiel (IC-AI, 2005)

Optimization of modular neural networks using hierarchical genetic algorithms applied to speech recognition. - Gabriela E. Martinez; Patricia Melin; Oscar Castillo 001 (IJCNN, 2005)

Fingerprint recognition using modular neural networks and fuzzy integrals for response integration. - Patricia Melin; Diana Bravo; Oscar Castillo 001 (IJCNN, 2005)

Face recognition using modular neural networks and fuzzy Sugeno integral for response integration. - Patricia Melin; Claudia I. González; Felma Gonzalez; Oscar Castillo 001 (IJCNN, 2005)

Preface to the special issue on soft computing for modeling, simulation, and control of nonlinear dynamical systems. - Oscar Castillo 001; Patricia Melin (Int. J. Intell. Syst., 2005)

Face recognition using modular neural networks and the fuzzy Sugeno integral for response integration. - Patricia Melin; Cristina Felix; Oscar Castillo 001 (Int. J. Intell. Syst., 2005)

Black box evolutionary mathematical modeling applied to linear systems. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (Int. J. Intell. Syst., 2005)

Intelligent control of a stepping motor drive using an adaptive neuro-fuzzy inference system. - Patricia Melin; Oscar Castillo 001 (Inf. Sci., 2005)

Application of a breeder genetic algorithm for filter optimization. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (Nat. Comput., 2005)

Design of Stable Type-2 Fuzzy Logic Controllers based on a Fuzzy Lyapunov Approach. - Oscar Castillo 001; Nohé R. Cázarez-Castro; Patricia Melin (FUZZ-IEEE, 2006)

Monitoring and Diagnostics with Intelligent Agents using Fuzzy Logic. - Arnulfo Alanis Garza; Karim Ramirez; Oscar Castillo 001; Hector Arias; Patricia Melin (IC-AI, 2006)

A Hybrid Approach with Modular Neural Networks and Fuzzy Logic for Time Series Prediction. - Omar Blanchet; Martha Ramirez; Maribel Gutierrez; Jassiny Quintero; Alejandra Mancilla; Patricia Melin (IC-AI, 2006)

Evolutionary Optimization of Interval Type-2 Membership Functions. - Oscar Castillo 001; Roberto Sepúlveda; Patricia Melin; Oscar Montiel (IC-AI, 2006)

Intelligent Control of Dynamic Population Size for Evolutionary Algorithms. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (IC-AI, 2006)

Type-2 Fuzzy Logic as a Method of Response Integration in Modular Neural Networks. - Jérica Urías; Daniel Solano; Miguel Soto; Miguel Lopez; Patricia Melin (IC-AI, 2006)

An Intelligent System for Pattern Recognition and Time Series Prediction using Modular Neural Networks. - Patricia Melin; Olivia Mendoza; Miguel Soto; Maribel Gutierez; Daniel Solano (IJCNN, 2006)

Forecasting Economic Time Series Using Modular Neural Networks and the Fuzzy Sugeno Integral as Response Integration Method. - Patricia Melin; Jérica Urías; Jassiny Quintero; Martha Ramirez; Omar Blanchet (IJCNN, 2006)

Intelligent Control of an Autonomous Mobile Robot using Type-2 Fuzzy Logic. - Leslie Astudillo; Oscar Castillo 001; Patricia Melin; Arnulfo Alanis Garza; Jose Soria; Luis T. Aguilar (Eng. Lett., 2006)

Voice Recognition with Neural Networks, Type-2 Fuzzy Logic and Genetic Algorithms. - Patricia Melin; Jérica Urías; Daniel Solano; Miguel Soto; Miguel Lopez; Oscar Castillo 001 (Eng. Lett., 2006)

Analyzing the effects of the Footprint of Uncertainty in Type-2 Fuzzy Logic Controllers. - Roberto Sepúlveda; Patricia Melin; Antonio Rodríguez Díaz; Alejandra Mancilla; Oscar Montiel (Eng. Lett., 2006)

Interval-Related Talks at the International Conference on Fuzzy Systems, Neural Networks, and Genetic Algorithms FNG'05. - Oscar Castillo 001; Patricia Melin; Vladik Kreinovich (Reliab. Comput., 2006)

Performance of a Simple Tuned Fuzzy Controller and a PID Controller on a DC Motor. - Oscar Montiel; Roberto Sepúlveda; Patricia Melin; Oscar Castillo 001; Miguel Angel Porta García; Iliana Marlen Meza-Sánchez (FOCI, 2007)

An Interval Type-2 Fuzzy Logic Toolbox for Control Applications. - Juan R. Castro 001; Oscar Castillo 001; Patricia Melin (FUZZ-IEEE, 2007)

Evolutionary Optimization of Interval Type-2 Membership Functions Using the Human Evolutionary Model. - Roberto Sepúlveda; Oscar Castillo 001; Patricia Melin; Oscar Montiel; Luis T. Aguilar (FUZZ-IEEE, 2007)

A Method for Response Integration in Modular Neural Networks using Interval Type-2 Fuzzy Logic. - Jérica Urías; Patricia Melin; Oscar Castillo 001 (FUZZ-IEEE, 2007)

Type-2 Fuzzy Logic: Theory and Applications. - Oscar Castillo 001; Patricia Melin; Janusz Kacprzyk; Witold Pedrycz (GrC, 2007)

Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks. - Juan R. Castro 001; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz (GrC, 2007)

A New Method for Edge Detection in Image Processing Using Interval Type-2 Fuzzy Logic. - Olivia Mendoza; Patricia Melin; Guillermo Licea (GrC, 2007)

A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach. - Miguel Lopez; Patricia Melin; Oscar Castillo 001 (IFSA (2), 2007)

Type-2 Fuzzy Logic for Improving Training Data and Response Integration in Modular Neural Networks for Image Recognition. - Olivia Mendoza; Patricia Melin; Oscar Castillo 001; Guillermo Licea (IFSA (1), 2007)

Comparison of Hybrid Intelligent Systems, Neural Networks and Interval Type-2 Fuzzy Logic for Time Series Prediction. - Oscar Castillo 001; Patricia Melin (IJCNN, 2007)

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 001 (IJCNN, 2007)

Type-2 Fuzzy Systems for Improving Training Data and Decision Making in Modular Neural Networks for Image Recognition. - Olivia Mendoza; Patricia Melin; Guillermo Licea (IJCNN, 2007)

A New Method for Response Integration in Modular Neural Networks using Type-2 Fuzzy Logic for Biometric Systems. - Jérica Urías; Denisse Hidalgo; Patricia Melin; Oscar Castillo 001 (IJCNN, 2007)

Preface to the special issue on soft computing for time series prediction. - Oscar Castillo 001; Patricia Melin (Appl. Soft Comput., 2007)

A hybrid modular neural network architecture with fuzzy Sugeno integration for time series forecasting. - Patricia Melin; Alejandra Mancilla; Miguel Lopez; Olivia Mendoza (Appl. Soft Comput., 2007)

Third International Seminar on Computational Intelligence 2006, IEEE CIS Mexico Chapter [Family Corner]. - Patricia Melin (IEEE Comput. Intell. Mag., 2007)

Fuzzy Inference Systems Type-1 and Type-2 for Digital Images Edge Detection. - Olivia Mendoza; Patricia Melin; Guillermo Licea Sandoval (Eng. Lett., 2007)

Data Mining for extraction of fuzzy IF-THEN rules using Mamdani and Takagi-Sugeno-Kang FIS. - Juan E. Moreno; Oscar Castillo 001; Juan R. Castro 001; Luis G. Martínez; Patricia Melin (Eng. Lett., 2007)

Hierarchical genetic algorithms for topology optimization in fuzzy control systems. - Oscar Castillo 001; Fevrier Valdez; Patricia Melin (Int. J. Gen. Syst., 2007)

Special Issue on Hybrid Intelligent Systems. - Oscar Castillo 001; Patricia Melin (Inf. Sci., 2007)

An intelligent hybrid approach for industrial quality control combining neural networks, fuzzy logic and fractal theory. - Patricia Melin; Oscar Castillo 001 (Inf. Sci., 2007)

Human evolutionary model: A new approach to optimization. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz; Roberto Sepúlveda (Inf. Sci., 2007)

Experimental study of intelligent controllers under uncertainty using type-1 and type-2 fuzzy logic. - Roberto Sepúlveda; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz; Oscar Montiel (Inf. Sci., 2007)

Multiple Objective Genetic Algorithms for Path-planning Optimization in Autonomous Mobile Robots. - Oscar Castillo 001; Leonardo Trujillo; Patricia Melin (Soft Comput., 2007)

Building Fuzzy Inference Systems with the Interval Type-2 Fuzzy Logic Toolbox. - Juan R. Castro 001; Oscar Castillo 001; Patricia Melin; Luis G. Martínez; S. Escobar; I. Camacho (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

A Method for Creating Ensemble Neural Networks Using a Sampling Data Approach. - Miguel Lopez; Patricia Melin; Oscar Castillo 001 (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

Design of Modular Neural Networks with Fuzzy Integration Applied to Time Series Prediction. - Patricia Melin; Oscar Castillo 001; Salvador Gonzalez; Jose Cota; Wendy Lizeth Trujillo; Paul Osuna (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

Pattern Recognition Using Modular Neural Networks and Fuzzy Integral as Method for Response Integration. - Patricia Melin; Melchor Carranza; Pedro Antonio Salazar-Tejeda; Rene Nuñez (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

Modular Neural Networks with Fuzzy Integration Applied for Time Series Forecasting. - Patricia Melin; Alejandra Mancilla; Miguel Lopez; Wendy Lizeth Trujillo; Jose Cota; Salvador Gonzalez (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

Providing Intelligence to Evolutionary Computational Methods. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

An Efficient Computational Method to Implement Type-2 Fuzzy Logic in Control Applications. - Roberto Sepúlveda; Oscar Castillo 001; Patricia Melin; Oscar Montiel (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

A Method for Response Integration in Modular Neural Networks with Type-2 Fuzzy Logic for Biometric Systems. - Jérica Urías; Denisse Hidalgo; Patricia Melin; Oscar Castillo 001 (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

Evolutionary Computing for the Optimization of Mathematical Functions. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007)

The Fuzzy Sugeno Integral as a Decision Operator in the Recognition of Images with Modular Neural Networks. - Olivia Mendoza Duarte; Patricia Melin (Hybrid Intelligent Systems, 2007)

Time Series Forecasting of Tomato Prices and Processing in Parallel in Mexico Using Modular Neural Networks. - Ileana Leal; Patricia Melin (Hybrid Intelligent Systems, 2007)

Modular Neural Networks and Fuzzy Sugeno Integral for Pattern Recognition: The Case of Human Face and Fingerprint. - Patricia Melin; Claudia I. González; Diana Bravo; Felma Gonzalez; Gabriela E. Martinez (Hybrid Intelligent Systems, 2007)

Modular Neural Networks with Fuzzy Sugeno Integration Applied to Time Series Prediction. - Patricia Melin; Valente Ochoa; Luis Valenzuela; Gabriela Torres; Daniel Clemente (Hybrid Intelligent Systems, 2007)

Evolutionary Optimization of a Wiener Model. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (Hybrid Intelligent Systems, 2007)

A Comparative Study of Controllers Using Type-2 and Type-1 Fuzzy Logic. - Roberto Sepúlveda; Patricia Melin (Hybrid Intelligent Systems, 2007)

Type-2 Fuzzy Logic: Theory and Applications - Oscar Castillo 001; Patricia Melin (Springer, 2008)

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 001; Oscar Montiel (IEEE Congress on Evolutionary Computation, 2008)

Intelligent control using an Interval Type-2 Fuzzy Neural Network with a hybrid learning algorithm. - Juan R. Castro 001; Oscar Castillo 001; Patricia Melin; Andres Rodriguez-Diaz; Luis G. Martínez (FUZZ-IEEE, 2008)

Decentralized indirect adaptive Fuzzy-Neural Multi-Model control of a distributed parameter bioprocess plant. - Ieroham S. Baruch; Rosalba Galván-Guerra; Carlos-Roman Mariaca-Gaspar; Patricia Melin (IJCNN, 2008)

Computational intelligence software: Type-2 Fuzzy Logic and Modular Neural Networks. - Oscar Castillo 001; Patricia Melin (IJCNN, 2008)

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 001; Patricia Melin (IJCNN, 2008)

Response integration in Ensemble Neural Networks using interval type-2 Fuzzy logic. - Miguel Lopez; Patricia Melin (IJCNN, 2008)

Estimating module relevance with Sugeno integration of modular neural networks using Interval Type-2 Fuzzy logic. - Olivia Mendoza; Patricia Melin; Guillermo Licea (IJCNN, 2008)

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 (IJCNN, 2008)

Interval type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimisation with genetic algorithms. - Denisse Hidalgo; Oscar Castillo 001; Patricia Melin (Int. J. Biom., 2008)

Fingerprint recognition using the fuzzy Sugeno integral for response integration in modular neural networks. - Patricia Melin; Diana Bravo; Oscar Castillo 001 (Int. J. Gen. Syst., 2008)

Mediative fuzzy logic: a new approach for contradictory knowledge management. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (Soft Comput., 2008)

Building Fuzzy Inference Systems with a New Interval Type-2 Fuzzy Logic Toolbox. - Juan R. Castro 001; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz (Trans. Comput. Sci., 2008)

Fuzzy Modeling Fundamentals. - Patricia Melin; Oscar Castillo 001 (Wiley Encyclopedia of Computer Science and Engineering, 2008)

Scalability Potential of Multi-core Architecture in a Neuro-Fuzzy System. - Martha Cárdenas; Juan J. Tapia; Roberto Sepúlveda; Oscar Montiel; Patricia Melin (Soft Computing for Hybrid Intelligent Systems, 2008)

A Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks: The Case of Time Series Prediction. - Juan R. Castro 001; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz (Soft Computing for Hybrid Intelligent Systems, 2008)

Type-1 and Type-2 Fuzzy Inference Systems as Integration Methods in Modular Neural Networks for Multimodal Biometry and Its Optimization with Genetic Algorithms. - Denisse Hidalgo; Oscar Castillo 001; Patricia Melin (Soft Computing for Hybrid Intelligent Systems, 2008)

Optimization of Response Integration with Fuzzy Logic in Ensemble Neural Networks Using Genetic Algorithms. - Miguel Lopez; Patricia Melin; Oscar Castillo 001 (Soft Computing for Hybrid Intelligent Systems, 2008)

Optimization of Artificial Neural Network Architectures for Time Series Prediction Using Parallel Genetic Algorithms. - Salvador González Mendivil; Oscar Castillo 001; Patricia Melin (Soft Computing for Hybrid Intelligent Systems, 2008)

Interval Type-2 Fuzzy Logic for Module Relevance Estimation in Sugeno Integration of Modular Neural Networks. - Olivia Mendoza; Patricia Melin; Guillermo Licea (Soft Computing for Hybrid Intelligent Systems, 2008)

A New Biometric Recognition Technique Based on Hand Geometry and Voice Using Neural Networks and Fuzzy Logic. - Pedro Antonio Salazar-Tejeda; Patricia Melin; Oscar Castillo 001 (Soft Computing for Hybrid Intelligent Systems, 2008)

High Performance Parallel Programming of a GA Using Multi-core Technology. - Rogelio Serrano; Juan J. Tapia; Oscar Montiel; Roberto Sepúlveda; Patricia Melin (Soft Computing for Hybrid Intelligent Systems, 2008)

A New Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Logic. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Soft Computing for Hybrid Intelligent Systems, 2008)

Optimization of Modular Neural Network, Using Genetic Algorithms: The Case of Face and Voice Recognition. - José M. Villegas; Alejandra Mancilla; Patricia Melin (Soft Computing for Hybrid Intelligent Systems, 2008)

Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks Illustrated with the Case of Non-linear Identification. - Juan R. Castro 001; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz; Olivia Mendoza (IFSA/EUSFLAT Conf., 2009)

Pattern Recognition in Blur Motion Noisy Images using Fuzzy Methods for Response Integration in Ensemble Neural Networks. - Miguel Lopez; Patricia Melin; Oscar Castillo 001 (IFSA/EUSFLAT Conf., 2009)

The Use of Interval Type-2 Fuzzy Logic as a General Method for Edge Detection. - Olivia Mendoza; Patricia Melin; Juan Ramon Castro (IFSA/EUSFLAT Conf., 2009)

Fuzzy Logic Adaptation of a Hybrid Evolutionary Method for Pattern Recognition. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (IFSA/EUSFLAT Conf., 2009)

Application of interval type-2 fuzzy logic for estimating module relevance in Sugeno integration of modular neural networks. - Olivia Mendoza; Patricia Melin; Oscar Castillo 001 (FUZZ-IEEE, 2009)

Evolutionary method combining particle swarm optimization and genetic algorithms using fuzzy logic for decision making. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (FUZZ-IEEE, 2009)

A hybrid approach with the wavelet transform, modular neural networks and fuzzy integrals for face and fingerprint recognition. - Manuel Alvarado; Patricia Melin; Miguel Lopez; Alejandra Mancilla; Oscar Castillo 001 (HIMA, 2009)

Tutorial: Hybrid intelligent systems with Soft Computing techniques. - Oscar Castillo 001; Patricia Melin (HIMA, 2009)

Intelligence techniques are needed to further enhance the advantage of groups with diversity in problem solving. - Oscar Castillo 001; Patricia Melin; J. Esteban Gamez; Vladik Kreinovich; Olga Kosheleva (HIMA, 2009)

Optimization of Type-2 Fuzzy Integration in Modular Neural Networks Using an Evolutionary Method with Applications in Multimodal Biometry. - Denisse Hidalgo; Patricia Melin; Guillermo Licea; Oscar Castillo 001 (MICAI, 2009)

Fuzzy Logic for Combining Particle Swarm Optimization and Genetic Algorithms: Preliminary Results. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (MICAI, 2009)

Optimization of Type-2 Fuzzy Logic Controllers for Mobile Robots Using Evolutionary Methods. - Oscar Castillo 001; Patricia Melin; Ricardo Martínez-Soto; Antonio Rodríguez Díaz; Luis T. Aguilar (SMC, 2009)

Interval type-2 fuzzy logic system to simulate the environment resources stochasticity inducing the population growth shape. - Oscar Castillo 001; Cecilia Leal Ramírez; Patricia Melin; Antonio Rodríguez Díaz (SMC, 2009)

Embedding a KM Type Reducer for High Speed Fuzzy Controller into an FPGA. - Roberto Sepúlveda; Oscar Montiel Ross; Oscar Castillo 001; Patricia Melin (WSC, 2009)

Path planning for autonomous mobile robot navigation with ant colony optimization and fuzzy cost function evaluation. - Miguel Angel Porta García; Oscar Montiel; Oscar Castillo 001; Roberto Sepúlveda; Patricia Melin (Appl. Soft Comput., 2009)

Interval type-2 fuzzy logic and modular neural networks for face recognition applications. - Olivia Mendoza; Patricia Melin; Oscar Castillo 001 (Appl. Soft Comput., 2009)

Mediative Fuzzy Logic for Controlling Population Size in Evolutionary Algorithms. - Oscar Montiel; Oscar Castillo 001; Patricia Melin; Roberto Sepúlveda (Intell. Inf. Manag., 2009)

Comparative study of fuzzy methods for response integration in ensemble neural networks. - Miguel Lopez; Patricia Melin; Oscar Castillo 001 (Int. J. Adv. Intell. Paradigms, 2009)

Preface to the special issue on analysis and design of hybrid intelligent systems. - Oscar Castillo 001; Patricia Melin (Int. J. Intell. Syst., 2009)

Interval type-2 fuzzy logic for edges detection in digital images. - Olivia Mendoza; Patricia Melin; Guillermo Licea (Int. J. Intell. Syst., 2009)

Editorial to the special issue on high order fuzzy sets. - Oscar Castillo 001; Patricia Melin (Inf. Sci., 2009)

A hybrid learning algorithm for a class of interval type-2 fuzzy neural networks. - Juan R. Castro 001; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz (Inf. Sci., 2009)

Type-1 and type-2 fuzzy inference systems as integration methods in modular neural networks for multimodal biometry and its optimization with genetic algorithms. - Denisse Hidalgo; Oscar Castillo 001; Patricia Melin (Inf. Sci., 2009)

A hybrid approach for image recognition combining type-2 fuzzy logic, modular neural networks and the Sugeno integral. - Olivia Mendoza; Patricia Melin; Guillermo Licea (Inf. Sci., 2009)

Hybrid Soft Computing Models for Systems Modeling and Control. - Oscar Castillo 001; Patricia Melin (Encyclopedia of Complexity and Systems Science, 2009)

Modular Neural Network with Fuzzy Integration of Responses for Face Recognition. - Erika Ayala; Miguel Lopez; Patricia Melin (Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control, 2009)

Signature Recognition with a Hybrid Approach Combining Modular Neural Networks and Fuzzy Logic for Response Integration. - Mónica Beltrán; Patricia Melin; Leonardo Trujillo (Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control, 2009)

Modular Neural Networks with Fuzzy Response Integration for Signature Recognition. - Mónica Beltrán; Patricia Melin; Leonardo Trujillo (Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009)

Interval Type-2 Fuzzy Logic Applications. - Oscar Castillo 001; Patricia Melin (Human-Centric Information Processing Through Granular Modelling, 2009)

Optimization of Modular Neural Networks with Interval Type-2 Fuzzy Logic Integration Using an Evolutionary Method with Application to Multimodal Biometry. - Denisse Hidalgo; Patricia Melin; Guillermo Licea (Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009)

Comparative Study of Fuzzy Methods for Response Integration in Ensemble Neural Networks for Pattern Recognition. - Miguel Lopez; Patricia Melin; Oscar Castillo 001 (Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009)

Optimization of Fuzzy Response Integrators in Modular Neural Networks with Hierarchical Genetic Algorithms: The Case of Face, Fingerprint and Voice Recognition. - Ricardo Muñoz; Oscar Castillo 001; Patricia Melin (Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control, 2009)

Face, Fingerprint and Voice Recognition with Modular Neural Networks and Fuzzy Integration. - Ricardo Muñoz; Oscar Castillo 001; Patricia Melin (Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009)

An Ensemble Neural Network Architecture with Fuzzy Response Integration for Complex Time Series Prediction. - Martha Pulido; Alejandra Mancilla; Patricia Melin (Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control, 2009)

Ensemble Neural Networks with Fuzzy Integration for Complex Time Series Prediction. - Martha Pulido; Alejandra Mancilla; Patricia Melin (Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009)

Intelligent Hybrid System for Person Identification Using Biometric Measures and Modular Neural Networks with Fuzzy Integration of Responses. - Magdalena Serrano; Erika Ayala; Patricia Melin (Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009)

A Modular Neural Network with Fuzzy Response Integration for Person Identification Using Biometric Measures. - Magdalena Serrano; Patricia Melin (Evolutionary Design of Intelligent Systems in Modeling, Simulation and Control, 2009)

Modular Neural Networks Architecture Optimization with a New Evolutionary Method Using a Fuzzy Combination Particle Swarm Optimization and Genetic Algorithms. - Fevrier Valdez; Patricia Melin; Guillermo Licea (Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009)

Evolutionary optimization of type-2 fuzzy systems based on the level of uncertainty. - Denisse Hidalgo; Patricia Melin; Olivia Mendoza (FUZZ-IEEE, 2010)

Fuzzy control of parameters to dynamically adapt the PSO and GA Algorithms. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (FUZZ-IEEE, 2010)

Backpropagation learning with a (1+1) ES. - José Parra Galaviz; Leonardo Trujillo; Patricia Melin (GECCO (Companion), 2010)

Optimal Design of Type-2 Fuzzy Membership Functions Using Genetic Algorithms in a Partitioned Search Space. - Denisse Hidalgo; Patricia Melin; Oscar Castillo 001 (GrC, 2010)

Interval Type-2 Fuzzy Logic Applications in Image Processing and Pattern Recognition. - Patricia Melin (GrC, 2010)

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 network integrator for human recognition from ear images. - Lizette Gutierrez; Patricia Melin; Miguel Lopez (IJCNN, 2010)

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 001; Guillermo Licea (IJCNN, 2010)

A new approach for fuzzy feature extraction based on pixel's brightness. - Miguel Lopez; Patricia Melin; Oscar Castillo 001 (IJCNN, 2010)

Neural networks recognition rate as index to compare the performance of fuzzy edge detectors. - Olivia Mendoza; Patricia Melin; Oscar Castillo 001 (IJCNN, 2010)

Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions Applied to Benchmark Problems. - Denisse Hidalgo; Patricia Melin; Oscar Castillo 001 (MICAI (2), 2010)

Fuzzy Logic Controllers Optimization Using Genetic Algorithms and Particle Swarm Optimization. - Ricardo Martínez-Soto; Oscar Castillo 001; Luis T. Aguilar; Patricia Melin (MICAI (2), 2010)

Fuzzy Logic for Parameter Tuning in Evolutionary Computation and Bio-inspired Methods. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (MICAI (2), 2010)

An improved method for edge detection based on interval type-2 fuzzy logic. - Patricia Melin; Olivia Mendoza; Oscar Castillo 001 (Expert Syst. Appl., 2010)

Preface to the special section on new trends on pattern recognition with fuzzy models. - Oscar Castillo 001; Patricia Melin; Witold Pedrycz; Janusz Kacprzyk (Fuzzy Sets Syst., 2010)

Evolutionary method combining Particle Swarm Optimisation and Genetic Algorithms using fuzzy logic for parameter adaptation and aggregation: the case neural network optimisation for face recognition. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Int. J. Artif. Intell. Soft Comput., 2010)

Ensemble neural networks with fuzzy logic integration for complex time series prediction. - Martha Pulido; Alejandra Mancilla; Patricia Melin (Int. J. Intell. Eng. Informatics, 2010)

A New Optimization Method Based on a Paradigm Inspired by Nature. - Leslie Astudillo; Patricia Melin; Oscar Castillo 001 (Soft Computing for Recognition Based on Biometrics, 2010)

Parallel Genetic Algorithms for Architecture Optimization of Neural Networks for Pattern Recognition. - Martha Cárdenas; Patricia Melin; Laura Cruz-Reyes (Soft Computing for Recognition Based on Biometrics, 2010)

Improvement of the Backpropagation Algorithm Using (1+1) Evolutionary Strategies. - José Parra Galaviz; Patricia Melin; Leonardo Trujillo (Soft Computing for Recognition Based on Biometrics, 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 Network for Human Recognition from Ear Images Using Wavelets. - Lizette Gutierrez; Patricia Melin; Miguel Lopez (Soft Computing for Recognition Based on Biometrics, 2010)

Comparative Study of Type-2 Fuzzy Inference System Optimization Based on the Uncertainty of Membership Functions. - Denisse Hidalgo; Patricia Melin; Oscar Castillo 001; Guillermo Licea (Soft Computing for Recognition Based on Biometrics, 2010)

Comparative Study of Feature Extraction Methods of Fuzzy Logic Type 1 and Type-2 for Pattern Recognition System Based on the Mean Pixels. - Miguel Lopez; Patricia Melin; Oscar Castillo 001 (Soft Computing for Recognition Based on Biometrics, 2010)

Comparison of Fuzzy Edge Detectors Based on the Image Recognition Rate as Performance Index Calculated with Neural Networks. - Olivia Mendoza; Patricia Melin; Oscar Castillo 001; Juan Ramon Castro (Soft Computing for Recognition Based on Biometrics, 2010)

Method for Obstacle Detection and Map Reconfiguration in Wheeled Mobile Robotics. - Oscar Montiel; Roberto Sepúlveda; Alfredo González; Patricia Melin (Soft Computing for Recognition Based on Biometrics, 2010)

Modular Neural Network with Fuzzy Integration and Its Optimization Using Genetic Algorithms for Human Recognition Based on Iris, Ear and Voice Biometrics. - Daniela Sánchez; Patricia Melin (Soft Computing for Recognition Based on Biometrics, 2010)

Intelligent Method for Contrast Enhancement in Digital Video. - Roberto Sepúlveda; Oscar Montiel; Alfredo González; Patricia Melin (Soft Computing for Recognition Based on Biometrics, 2010)

A New Evolutionary Method with Particle Swarm Optimization and Genetic Algorithms Using Fuzzy Systems to Dynamically Parameter Adaptation. - Fevrier Valdez; Patricia Melin (Soft Computing for Recognition Based on Biometrics, 2010)

Real Time Face Identification Using a Neural Network Approach. - Juan Carlos Vázquez; Miguel Lopez; Patricia Melin (Soft Computing for Recognition Based on Biometrics, 2010)

Estimating Classifier Performance with Genetic Programming. - Leonardo Trujillo; Yuliana Martínez; Patricia Melin (EuroGP, 2011)

How many neurons?: a genetic programming answer. - Leonardo Trujillo; Yuliana Martínez; Patricia Melin (GECCO (Companion), 2011)

Genetic optimization of ensemble neural networks for complex time series prediction. - Martha Pulido; Patricia Melin; Oscar Castillo 001 (IJCNN, 2011)

Hierarchical genetic optimization of modular neural networks and their type-2 fuzzy response integrators for human recognition based on multimodal biometry. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (IJCNN, 2011)

Parallel genetic algorithms for optimization of Modular Neural Networks in pattern recognition. - Fevrier Valdez; Patricia Melin; Herman Parra (IJCNN, 2011)

Intelligent Control of Nonlinear Dynamic Plants Using a Hierarchical Modular Approach and Type-2 Fuzzy Logic. - Leticia Cervantes; Oscar Castillo 001; Patricia Melin (MICAI (2), 2011)

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)

A New Model of Modular Neural Networks with Fuzzy Granularity for Pattern Recognition and Its Optimization with Hierarchical Genetic Algorithms. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (MICAI (2), 2011)

Bio-Inspired Optimization Methods for Minimization of Complex Mathematical Functions. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (MICAI (2), 2011)

A new validation index for fuzzy clustering and its comparisons with other methods. - Elid Rubio; Oscar Castillo 001; Patricia Melin (SMC, 2011)

Design of interval type-2 fuzzy models through optimal granularity allocation. - Oscar Castillo 001; Patricia Melin; Witold Pedrycz (Appl. Soft Comput., 2011)

An improved evolutionary method with fuzzy logic for combining Particle Swarm Optimization and Genetic Algorithms. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Appl. Soft Comput., 2011)

Modelling and Simulation of the defuzzification Stage of a Type-2 Fuzzy Controller Using VHDL Code. - Roberto Sepúlveda; Oscar Montiel; Oscar Castillo 001; Patricia Melin (Control. Intell. Syst., 2011)

Simulation of the bird age-structured population growth based on an interval type-2 fuzzy cellular structure. - Cecilia Leal Ramírez; Oscar Castillo 001; Patricia Melin; Antonio Rodríguez Díaz (Inf. Sci., 2011)

Optimization of interval type-2 fuzzy logic controllers using evolutionary algorithms. - Oscar Castillo 001; Patricia Melin; Arnulfo Alanis Garza; Oscar Montiel; Roberto Sepúlveda (Soft Comput., 2011)

Face Recognition With an Improved Interval Type-2 Fuzzy Logic Sugeno Integral and Modular Neural Networks. - Patricia Melin; Olivia Mendoza; Oscar Castillo 001 (IEEE Trans. Syst. Man Cybern. Part A, 2011)

An Interval Type-2 Fuzzy Neural Network for Chaotic Time Series Prediction with Cross-Validation and Akaike Test. - Juan R. Castro 001; Oscar Castillo 001; Patricia Melin; Olivia Mendoza; Antonio Rodríguez Díaz (Soft Computing for Intelligent Control and Mobile Robotics, 2011)

Simple Tuning of Type-2 Fuzzy Controllers. - Eduardo Gómez-Ramírez; Patricia Melin; Oscar Castillo 001 (Soft Computing for Intelligent Control and Mobile Robotics, 2011)

Optimization of Membership Functions for an Incremental Fuzzy PD Control Based on Genetic Algorithms. - Yazmín Maldonado; Oscar Castillo 001; Patricia Melin (Soft Computing for Intelligent Control and Mobile Robotics, 2011)

Fuzzy Control for Dynamical Parameter Adaptation in a Parallel Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Soft Computing for Intelligent Control and Mobile Robotics, 2011)

Comparative Study of Type-1 and Type-2 Fuzzy Systems for the Three-Tank Water Control Problem. - Leticia Cervantes; Oscar Castillo 001; Patricia Melin; Fevrier Valdez (MICAI (2), 2012)

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)

Modular Neural Networks Optimization with Hierarchical Genetic Algorithms with Fuzzy Response Integration for Pattern Recognition. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001; Fevrier Valdez (MICAI (2), 2012)

Parallel Particle Swarm Optimization with Parameters Adaptation Using Fuzzy Logic. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (MICAI (2), 2012)

Nature optimization applied to design a type-2 fuzzy controller for an autonomous mobile robot. - Leslie Astudillo; Patricia Melin; Oscar Castillo 001 (NaBIC, 2012)

A review on the design and optimization of interval type-2 fuzzy controllers. - Oscar Castillo 001; Patricia Melin (Appl. Soft Comput., 2012)

Embedding a high speed interval type-2 fuzzy controller for a real plant into an FPGA. - Roberto Sepúlveda; Oscar Montiel; Oscar Castillo 001; Patricia Melin (Appl. Soft Comput., 2012)

Hybrid intelligent system for cardiac arrhythmia classification with Fuzzy K-Nearest Neighbors and neural networks combined with a fuzzy system. - Oscar Castillo 001; Patricia Melin; Eduardo Ramírez; José Soria (Expert Syst. Appl., 2012)

An optimization method for designing type-2 fuzzy inference systems based on the footprint of uncertainty using genetic algorithms. - Denisse Hidalgo; Patricia Melin; Oscar Castillo 001 (Expert Syst. Appl., 2012)

A new approach for time series prediction using ensembles of ANFIS models. - Patricia Melin; Jesus Soto 001; Oscar Castillo 001; Jose Soria (Expert Syst. Appl., 2012)

Optimization of type-2 fuzzy systems based on bio-inspired methods: A concise review. - Oscar Castillo 001; Patricia Melin (Inf. Sci., 2012)

Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot. - Oscar Castillo 001; Ricardo Martinez-Marroquin; Patricia Melin; Fevrier Valdez; José Soria (Inf. Sci., 2012)

Genetic optimization of modular neural networks with fuzzy response integration for human recognition. - Patricia Melin; Daniela Sánchez; Oscar Castillo 001 (Inf. Sci., 2012)

Neural Networks and Learning Systems Come Together. - Bart Baesens; Pantelis Bouboulis; Sergio Cruces; Carlotta Domeniconi; Shiro Ikeda; Xuelong Li 001; Patricia Melin; Vadrevu Sree Hari Rao; Björn W. Schuller; Yi Shen; Huajin Tang; Cong Wang 033; et al. (IEEE Trans. Neural Networks Learn. Syst., 2012)

Modular Neural Networks and Type-2 Fuzzy Systems for Pattern Recognition - Patricia Melin (Springer, 2012)

Image Processing and Pattern Recognition with Mamdani Interval Type-2 Fuzzy Inference Systems. - Patricia Melin (Combining Experimentation and Theory, 2012)

Interval Type-2 Fuzzy Logic in Hybrid Neural Pattern Recognition Systems. - Patricia Melin (On Fuzziness (2), 2013)

Modular granular neural networks optimization with Multi-Objective Hierarchical Genetic Algorithm for human recognition based on iris biometric. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001; Fevrier Valdez (IEEE Congress on Evolutionary Computation, 2013)

A new gravitational search algorithm using fuzzy logic to parameter adaptation. - Alberto Sombra; Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (IEEE Congress on Evolutionary Computation, 2013)

A new approach for time series prediction using ensembles of ANFIS models with interval type-2 and type-1 fuzzy integrators. - Jesus Soto 001; Patricia Melin; Oscar Castillo 001 (CIFEr, 2013)

Optimization of Interval Type-2 and Type-1 Fuzzy Integrators in Ensembles of ANFIS Models with Genetic Algorithms. - Jesus Soto 001; Patricia Melin; Oscar Castillo 001 (ENC, 2013)

Nature inspired chemical optimization to design a type-2 fuzzy controller for a mobile robot. - Leslie Astudillo; Patricia Melin; Oscar Castillo 001 (IFSA/NAFIPS, 2013)

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)

A new approach based on generalized type-2 fuzzy logic for edge detection. - Claudia I. González; Juan R. Castro 001; Gabriela E. Martinez; Patricia Melin; Oscar Castillo 001 (IFSA/NAFIPS, 2013)

Generalized type-2 fuzzy logic in response integration of modular neural networks. - Gabriela E. Martinez; Olivia Mendoza; Juan R. Castro 001; Patricia Melin; Oscar Castillo 001 (IFSA/NAFIPS, 2013)

Genetic optimization of interval type-2 fuzzy reactive controllers for mobile robots. - Abraham Melendez; Oscar Castillo 001; Patricia Melin (IFSA/NAFIPS, 2013)

Fuzzy operators for quality evaluation in images edge detection. - Felicitas Perez-Ornelas; Olivia Mendoza; Patricia Melin; Juan R. Castro 001 (IFSA/NAFIPS, 2013)

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 001 (IFSA/NAFIPS, 2013)

Hierarchical Genetic Algorithm for Type-2 fuzzy Integration applied to Human Recognition. - Daniela Sánchez; Patricia Melin (IFSA/NAFIPS, 2013)

Neuro-fuzzy fitness in a genetic algorithm for optimal fuzzy controller design. - Oscar Castillo 001; Abraham Melendez; Patricia Melin; Leslie Astudillo (IJCNN, 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)

Time series prediction using ensembles of neuro-fuzzy models with interval type-2 and type-1 fuzzy integrators. - Jesus Soto 001; Patricia Melin; Oscar Castillo 001 (IJCNN, 2013)

An Ant Colony Algorithm for Improving Ship Stability in the Containership Stowage Problem. - Paula Hernández Hernández; Laura Cruz-Reyes; Patricia Melin; Julio Mar-Ortiz; Héctor Joaquín Fraire Huacuja; Héctor José Puga Soberanes; Juan Javier González Barbosa (MICAI (2), 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)

Optimization of ensemble neural networks with type-2 fuzzy response integration for predicting the Mackey-Glass time series. - Martha Pulido; Patricia Melin; Oscar Castillo 001 (NaBIC, 2013)

A new methodology for membership function design using Ant Colony Optimization. - Evelia Lizárraga; Oscar Castillo 001; José Soria; Patricia Melin (SIS, 2013)

An edge detection method based on generalized type-2 fuzzy logic. - Claudia I. González; Juan R. Castro 001; Patricia Melin; Oscar Castillo 001 (T2FUZZ, 2013)

Universal Approximation of a Class of Interval Type-2 Fuzzy Neural Networks in Nonlinear Identification. - Oscar Castillo 001; Juan R. Castro 001; Patricia Melin; Antonio Rodríguez Díaz (Adv. Fuzzy Syst., 2013)

Particle swarm optimization of interval type-2 fuzzy systems for FPGA applications. - Yazmín Maldonado; Oscar Castillo 001; Patricia Melin (Appl. Soft Comput., 2013)

Computational intelligence software for interval type-2 fuzzy logic. - Oscar Castillo 001; Patricia Melin; Juan R. Castro 001 (Comput. Appl. Eng. Educ., 2013)

A visual toolbox for modeling and testing multi-net neural systems. - Patricia Melin; Olivia Mendoza; Oscar Castillo 001; Juan Ramon Castro (Comput. Appl. Eng. Educ., 2013)

Ant colony test center for planning autonomous mobile robot navigation. - Oscar Montiel Ross; Roberto Sepúlveda; Oscar Castillo 001; Patricia Melin (Comput. Appl. Eng. Educ., 2013)

Optimal design of type-2 and type-1 fuzzy tracking controllers for autonomous mobile robots under perturbed torques using a new chemical optimization paradigm. - Patricia Melin; Leslie Astudillo; Oscar Castillo 001; Fevrier Valdez; Mario García Valdez (Expert Syst. Appl., 2013)

A review on the applications of type-2 fuzzy logic in classification and pattern recognition. - Patricia Melin; Oscar Castillo 001 (Expert Syst. Appl., 2013)

Optimal design of fuzzy classification systems using PSO with dynamic parameter adaptation through fuzzy logic. - Patricia Melin; Frumen Olivas; Oscar Castillo 001; Fevrier Valdez; Jose Soria; José Mario García Valdez (Expert Syst. Appl., 2013)

Optimization of a Fuzzy Tracking Controller for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm. - Leslie Astudillo; Patricia Melin; Oscar Castillo 001 (Recent Advances on Hybrid Intelligent Systems, 2013)

Development of an Automatic Method for Classification of Signatures in a Recognition System Based on Modular Neural Networks. - Verónica Carrera; Patricia Melin; Diana Bravo (Recent Advances on Hybrid Intelligent Systems, 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)

Particle Swarm Optimization for Average Approximation of Interval Type-2 Fuzzy Inference Systems Design in FPGAs for Real Applications. - Yazmín Maldonado; Oscar Castillo 001; Patricia Melin (Recent Advances on Hybrid Intelligent Systems, 2013)

Interval Type-2 Fuzzy System for Image Edge Detection Quality Evaluation Applied to Synthetic and Real Images. - Felicitas Perez-Ornelas; Olivia Mendoza; Patricia Melin; Juan R. Castro 001 (Recent Advances on Hybrid Intelligent Systems, 2013)

A New Method for Type-2 Fuzzy Integration in Ensemble Neural Networks Based on Genetic Algorithms. - Martha Pulido; Patricia Melin (Recent Advances on Hybrid Intelligent Systems, 2013)

Improving the Performance of Heuristic Algorithms Based on Exploratory Data Analysis. - Marcela Quiroz-Castellanos; Laura Cruz-Reyes; José Torres-Jiménez; Claudia Gómez-Santillán; Héctor J. Fraire H.; Patricia Melin (Recent Advances on Hybrid Intelligent Systems, 2013)

Constructive Algorithm for a Benchmark in Ship Stowage Planning. - Laura Cruz-Reyes; Paula Hernández Hernández; Patricia Melin; Héctor J. Fraire H.; Julio Mar-Ortiz (Recent Advances on Hybrid Intelligent Systems, 2013)

Multi-Objective Hierarchical Genetic Algorithm for Modular Neural Network Optimization Using a Granular Approach. - Daniela Sánchez; Patricia Melin (Recent Advances on Hybrid Intelligent Systems, 2013)

A Hand Geometry Biometric Identification System Utilizing Modular Neural Networks with Fuzzy Integration. - José Luis Sánchez; Patricia Melin (Recent Advances on Hybrid Intelligent Systems, 2013)

Bio-inspired Optimization Methods on Graphic Processing Unit for Minimization of Complex Mathematical Functions. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Recent Advances on Hybrid Intelligent Systems, 2013)

Comparative Study of Particle Swarm Optimization Variants in Complex Mathematics Functions. - Juan Carlos Vázquez; Fevrier Valdez; Patricia Melin (Recent Advances on Hybrid Intelligent Systems, 2013)

Architecture of Modular Neural Network in Pattern Recognition. - Manuel Leobardo Zavala-Arriaza; Fevrier Valdez; Patricia Melin (Recent Advances on Hybrid Intelligent Systems, 2013)

Optimization of Type-2 and Type-1 Fuzzy Tracking Controllers for an Autonomous Mobile Robot under Perturbed Torques by Means of a Chemical Optimization Paradigm. - Leslie Astudillo; Patricia Melin; Oscar Castillo 001 (Soft Computing Applications in Optimization, Control, and Recognition, 2013)

Bio-inspired Optimization of Interval Type-2 Fuzzy Controllers. - Oscar Castillo 001; Patricia Melin (Soft Computing: State of the Art Theory and Novel Applications, 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)

Particle Swarm Optimization for Multi-objective Control Design Using AT2-FLC in FPGA Device. - Yazmín Maldonado; Oscar Castillo 001; Patricia Melin (Soft Computing Applications in Optimization, Control, and Recognition, 2013)

Type-2 Fuzzy Logic in Image Analysis and Pattern Recognition. - Patricia Melin; Oscar Castillo 001 (Advances in Type-2 Fuzzy Sets and Systems, 2013)

Multi-Objective Hierarchical Genetic Algorithm for Modular Granular Neural Network Optimization. - Daniela Sánchez; Patricia Melin (Soft Computing Applications in Optimization, Control, and Recognition, 2013)

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 001; Patricia Melin; Oscar Castillo 001 (CIDM, 2014)

Design of an Optimal Modular LVQ Network for Classification of Arrhythmias Based on a Variable Training-Test Datasets Strategy. - Jonathan Amezcua; Patricia Melin; Oscar Castillo 001 (IEEE Conf. on Intelligent Systems (2), 2014)

Short Remark on Fuzzy Sets, Interval Type-2 Fuzzy Sets, General Type-2 Fuzzy Sets and Intuitionistic Fuzzy Sets. - Oscar Castillo 001; Patricia Melin; Radoslav Tsvetkov; Krassimir T. Atanassov (IEEE Conf. on Intelligent Systems (1), 2014)

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)

Fuzzy System Optimization Using a Hierarchical Genetic Algorithm Applied to Pattern Recognition. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (IEEE Conf. on Intelligent Systems (2), 2014)

Developing Architectures of Spiking Neural Networks by Using Grammatical Evolution Based on Evolutionary Strategy. - Andrés Espinal; Juan Martín Carpio; Manuel Ornelas; Héctor Puga; Patricia Melin; Marco Aurelio Sotelo-Figueroa (MCPR, 2014)

Nature-Inspired Optimization of Type-2 Fuzzy Systems. - Oscar Castillo 001; Patricia Melin; Fevrier Valdez (MICAI (2), 2014)

Hierarchical Genetic Algorithms for Fuzzy Inference System Optimization Applied to Response Integration for Pattern Recognition. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (MICAI (2), 2014)

Implementing flower multi-objective algorithm for selection of university academic credits. - Carlos Alberto Ochoa Ortíz Zezzatti; J. Saul Gonzalez-Campos; Ma. De Lourdes Margain Fuentes; Teresa Padilla; Oscar Castillo 001; Patricia Melin (NaBIC, 2014)

A Neural Network with a Learning Vector Quantization Algorithm for Multiclass Classification Using a Modular Approach. - Jonathan Amezcua; Patricia Melin; Oscar Castillo 001 (WCSC, 2014)

Optimization by Cuckoo Search of Interval Type-2 Fuzzy Logic Systems for Edge Detection. - Claudia I. González; Juan R. Castro 001; Olivia Mendoza; Patricia Melin; Oscar Castillo 001 (WCSC, 2014)

Choquet Integral with Interval Type 2 Sugeno Measures as an Integration Method for Modular Neural Networks. - Gabriela E. Martínez; Olivia Mendoza; Juan R. Castro 001; Patricia Melin; Oscar Castillo 001 (WCSC, 2014)

Design of Ensemble Neural Networks for Predicting the US Dollar/MX Time Series with Particle Swarm Optimization. - Martha Pulido; Patricia Melin; Oscar Castillo 001 (WCSC, 2014)

Interval Type-2 Fuzzy Possibilistic C-Means Clustering Algorithm. - Elid Rubio; Oscar Castillo 001; Patricia Melin (WCSC, 2014)

Optimization of Type-1 and Type-2 Fuzzy Systems Applied to Pattern Recognition. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (WCSC, 2014)

Genetic Optimization of Type-1 and Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction. - Jesus Soto 001; Patricia Melin; Oscar Castillo 001 (WCSC, 2014)

Optimal design of interval type 2 fuzzy controllers based on a simple tuning algorithm. - Julio César Cortés Ríos; Eduardo Gómez-Ramírez; Hector Alejandro Ortiz-de-la-Vega; Oscar Castillo 001; Patricia Melin (Appl. Soft Comput., 2014)

A multi-objective optimization of type-2 fuzzy control speed in FPGAs. - Yazmín Maldonado; Oscar Castillo 001; Patricia Melin (Appl. Soft Comput., 2014)

A review on type-2 fuzzy logic applications in clustering, classification and pattern recognition. - Patricia Melin; Oscar Castillo 001 (Appl. Soft Comput., 2014)

Toolbox for bio-inspired optimization of mathematical functions. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Comput. Appl. Eng. Educ., 2014)

Optimization of modular granular neural networks using hierarchical genetic algorithms for human recognition using the ear biometric measure. - Daniela Sánchez; Patricia Melin (Eng. Appl. Artif. Intell., 2014)

A survey on nature-inspired optimization algorithms with fuzzy logic for dynamic parameter adaptation. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Expert Syst. Appl., 2014)

Embedded Average of an Interval Type-2 Fuzzy Systems for Applications in FPGAs. - Yazmín Maldonado; Oscar Castillo 001; Patricia Melin (Intell. Autom. Soft Comput., 2014)

Optimization of Ensemble Neural Networks with Type-2 Fuzzy Integration of Responses for the Dow Jones Time Series Prediction. - Patricia Melin; Martha Pulido (Intell. Autom. Soft Comput., 2014)

Time series prediction using ensembles of ANFIS models with genetic optimization of interval type-2 and type-1 fuzzy integrators. - Jesus Soto 001; Patricia Melin; Oscar Castillo 001 (Int. J. Hybrid Intell. Syst., 2014)

A review on interval type-2 fuzzy logic applications in intelligent control. - Oscar Castillo 001; Patricia Melin (Inf. Sci., 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)

A new neural network model based on the LVQ algorithm for multi-class classification of arrhythmias. - Patricia Melin; Jonathan Amezcua; Fevrier Valdez; Oscar Castillo 001 (Inf. Sci., 2014)

Particle swarm optimization of ensemble neural networks with fuzzy aggregation for time series prediction of the Mexican Stock Exchange. - Martha Pulido; Patricia Melin; Oscar Castillo 001 (Inf. Sci., 2014)

Fuzzy granular gravitational clustering algorithm for multivariate data. - Mauricio A. Sanchez; Oscar Castillo 001; Juan R. Castro 001; Patricia Melin (Inf. Sci., 2014)

Modular Neural Networks architecture optimization with a new nature inspired method using a fuzzy combination of Particle Swarm Optimization and Genetic Algorithms. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Inf. Sci., 2014)

Application of interval type-2 fuzzy neural networks in non-linear identification and time series prediction. - Oscar Castillo 001; Juan R. Castro 001; Patricia Melin; Antonio Rodríguez Díaz (Soft Comput., 2014)

Hybrid back-propagation training with evolutionary strategies. - José Parra Galaviz; Leonardo Trujillo; Patricia Melin (Soft Comput., 2014)

Edge-Detection Method for Image Processing Based on Generalized Type-2 Fuzzy Logic. - Patricia Melin; Claudia I. González; Juan R. Castro 001; Olivia Mendoza; Oscar Castillo 001 (IEEE Trans. Fuzzy Syst., 2014)

Optimization of Modular Neural Networks with the LVQ Algorithm for Classification of Arrhythmias Using Particle Swarm Optimization. - Jonathan Amezcua; Patricia Melin (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Comparing Metaheuristic Algorithms on the Training Process of Spiking Neural Networks. - Andrés Espinal; Juan Martín Carpio Valadez; Manuel Ornelas; Héctor Puga; Patricia Melin; Marco Aurelio Sotelo-Figueroa (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 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)

Echocardiogram Image Recognition Using Neural Networks. - Beatriz González; Fevrier Valdez; Patricia Melin; German Prado-Arechiga (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Face Recognition with Choquet Integral in Modular Neural Networks. - Gabriela E. Martinez; Patricia Melin; Olivia D. Mendoza; Oscar Castillo 001 (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Shipwrecked on Fear: Selection of Electives in School Minorities in a University Using Cuckoo Search Algorithm. - Alberto Ochoa-Zezzatti; Oscar Castillo 001; Patricia Melin; Nemesio Castillo; Sandra Bustillos; Julio Arreola (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Ensemble Neural Network Optimization Using the Particle Swarm Algorithm with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction. - Martha Pulido; Patricia Melin (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Characterization of the Optimization Process. - Marcela Quiroz-Castellanos; Laura Cruz-Reyes; José Torres-Jiménez; Claudia Gómez-Santillán; Héctor Joaquín Fraire Huacuja; Patricia Melin (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

A Loading Procedure for the Containership Stowage Problem. - Laura Cruz-Reyes; Paula Hernández Hernández; Patricia Melin; Héctor Joaquín Fraire Huacuja; Julio Mar-Ortiz; Héctor José Puga Soberanes; Juan Javier González Barbosa (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Hierarchical Genetic Algorithms for Type-2 Fuzzy System Optimization Applied to Pattern Recognition and Fuzzy Control. - Daniela Sánchez; Patricia Melin (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

A Hybrid Method Combining Modular Neural Networks with Fuzzy Integration for Human Identification Based on Hand Geometric Information. - José Luis Sánchez; Patricia Melin (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Chemical Optimization Method for Modular Neural Networks Applied in Emotion Classification. - Coral Sánchez; Patricia Melin; Leslie Astudillo (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Generic Memetic Algorithm for Course Timetabling ITC2007. - Jorge Alberto Soria-Alcaraz; Juan Martín Carpio; Héctor Puga; Patricia Melin; Hugo Terashima-Marín; Laura Cruz-Reyes; Marco Aurelio Sotelo-Figueroa (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Genetic Optimization of Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction. - Jesus Soto 001; Patricia Melin (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Comparative Study of Social Network Structures in PSO. - Juan Carlos Vázquez; Fevrier Valdez; Patricia Melin (Recent Advances on Hybrid Approaches for Designing Intelligent Systems, 2014)

Cuckoo search algorithm for the optimization of type-2 fuzzy image edge detection systems. - Claudia I. González; Juan R. Castro 001; Patricia Melin; Oscar Castillo 001 (CEC, 2015)

Optimization of the Fuzzy Integrators in Ensembles of ANFIS Model for Time Series Prediction: The case of Mackey-Glass. - Jesus Soto 001; Patricia Melin (IFSA-EUSFLAT, 2015)

Optimization of the LVQ Network Architectures with a Modular Approach for Arrhythmia Classification. - Jonathan Amezcua; Patricia Melin (IWIFSGN@FQAS, 2015)

A Proposal of a Fuzzy System for Hypertension Diagnosis. - Juan Carlos Guzmán; Patricia Melin; German Prado-Arechiga (IWIFSGN@FQAS, 2015)

Modular Neural Network Preprocessing Procedure with Intuitionistic Fuzzy InterCriteria Analysis Method. - Sotir Sotirov; Evdokia Sotirova; Patricia Melin; Oscar Castillo 001; Krassimir T. Atanassov (FQAS, 2015)

Time Series Prediction Using Ensembles of ANFIS Models with Particle Swarm Optimization of the Fuzzy Integrators. - Jesus Soto 001; Patricia Melin; Oscar Castillo 001 (MICAI (1), 2015)

A new classification method based on LVQ neural networks and Fuzzy Logic. - Jonathan Amezcua; Patricia Melin; Oscar Castillo 001 (NAFIPS/WConSC, 2015)

Edge detection method based on Interval type-2 fuzzy systems for color images. - Claudia I. González; Juan R. Castro 001; Olivia Mendoza; Antonio Rodríguez Díaz; Patricia Melin; Oscar Castillo 001 (NAFIPS/WConSC, 2015)

Response integration in modular neural networks using Choquet Integral with Interval type 2 Sugeno measures. - Gabriela E. Martinez; Olivia Mendoza; Juan R. Castro 001; Andres Rodriguez-Diaz; Patricia Melin; Oscar Castillo 001 (NAFIPS/WConSC, 2015)

A new Interval Type-2 Fuzzy Possibilistic C-Means clustering algorithm. - Elid Rubio; Oscar Castillo 001; Patricia Melin (NAFIPS/WConSC, 2015)

A new approach for dynamic fuzzy logic parameter tuning in Ant Colony Optimization and its application in fuzzy control of a mobile robot. - Oscar Castillo 001; Héctor Neyoy; José Soria; Patricia Melin; Fevrier Valdez (Appl. Soft Comput., 2015)

Fuzzy logic in the gravitational search algorithm enhanced using fuzzy logic with dynamic alpha parameter value adaptation for the optimization of modular neural networks in echocardiogram recognition. - Beatriz González; Fevrier Valdez; Patricia Melin; German Prado-Arechiga (Appl. Soft Comput., 2015)

Fuzzy logic in the gravitational search algorithm for the optimization of modular neural networks in pattern recognition. - Beatriz González; Fevrier Valdez; Patricia Melin; German Prado-Arechiga (Expert Syst. Appl., 2015)

Lower and Upper Bounds for the Master Bay Planning Problem. - Laura Cruz-Reyes; Paula Hernández Hernández; Patricia Melin; Julio Mar-Ortiz; Héctor Joaquín Fraire Huacuja; Héctor José Puga Soberanes; Juan Javier González Barbosa (Int. J. Comb. Optim. Probl. Informatics, 2015)

Introduction to an optimization algorithm based on the chemical reactions. - Leslie Astudillo; Patricia Melin; Oscar Castillo 001 (Inf. Sci., 2015)

New approach using ant colony optimization with ant set partition for fuzzy control design applied to the ball and beam system. - Oscar Castillo 001; Evelia Lizárraga; José Soria; Patricia Melin; Fevrier Valdez (Inf. Sci., 2015)

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)

Optimization of modular granular neural networks using a hierarchical genetic algorithm based on the database complexity applied to human recognition. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (Inf. Sci., 2015)

A hybrid learning method composed by the orthogonal least-squares and the back-propagation learning algorithms for interval A2-C1 type-1 non-singleton type-2 TSK fuzzy logic systems. - María de los Angeles Hernandez M.; Patricia Melin; Gerardo M. Mendez; Oscar Castillo 001; Ismael López-Juárez (Soft Comput., 2015)

Pattern Recognition with Modular Neural Networks and Type-2 Fuzzy Logic. - Patricia Melin (Handbook of Computational Intelligence, 2015)

Fuzzy Controllers for Autonomous Mobile Robots. - Patricia Melin; Oscar Castillo 001 (Handbook of Computational Intelligence, 2015)

Optimization of the LVQ Network Architecture with a Modular Approach for Arrhythmia Classification Using PSO. - Jonathan Amezcua; Patricia Melin (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Evolutionary Indirect Design of Feed-Forward Spiking Neural Networks. - Andrés Espinal; Juan Martín Carpio Valadez; Manuel Ornelas; Héctor Puga; Patricia Melin; Marco Aurelio Sotelo-Figueroa (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 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)

Color Image Edge Detection Method Based on Interval Type-2 Fuzzy Systems. - Claudia I. González; Patricia Melin; Juan R. Castro 001; Olivia Mendoza; Oscar Castillo 001 (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

A Gravitational Search Algorithm for Optimization of Modular Neural Networks in Pattern Recognition. - Beatriz González; Fevrier Valdez; Patricia Melin; German Prado-Arechiga (Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics, 2015)

Design of a Fuzzy System for Diagnosis of Hypertension. - Juan Carlos Guzman; Patricia Melin; German Prado-Arechiga (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

An Efficient Representation Scheme of Candidate Solutions for the Master Bay Planning Problem. - Paula Hernández Hernández; Laura Cruz-Reyes; Patricia Melin; Julio Mar-Ortiz; Héctor Joaquín Fraire Huacuja; Héctor José Puga Soberanes; Juan Javier González Barbosa (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Face Recognition with a Sobel Edge Detector and the Choquet Integral as Integration Method in a Modular Neural Networks. - Gabriela E. Martínez; Patricia Melin; Olivia D. Mendoza; Oscar Castillo 001 (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Optimization of Reactive Fuzzy Controllers for Mobile Robots Based on the Chemical Reactions Algorithm. - David de la O; Oscar Castillo 001; Abraham Melendez; Patricia Melin; Leslie Astudillo; Coral Sánchez (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Ensemble Neural Network Optimization Using the Particle Swarm Algorithm with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction. - Martha Pulido; Patricia Melin (Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics, 2015)

Optimization of Ensemble Neural Networks with Fuzzy Integration Using the Particle Swarm Algorithm for Time Series Prediction. - Martha Pulido; Patricia Melin (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Left Ventricular Border Recognition in Echocardiographic Images Using Modular Neural Networks and Sugeno Integral Measures. - Fausto Rodríguez-Ruelas; Patricia Melin; German Prado-Arechiga (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Modular Neural Networks for Time Series Prediction Using Type-1 Fuzzy Logic Integration. - Daniela Sánchez; Patricia Melin (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Parallel Meta-heuristic Approaches to the Course Timetabling Problem. - Jorge Alberto Soria-Alcaraz; Juan Martín Carpio Valadez; Héctor Puga; Jerry Swan; Patricia Melin; Hugo Terashima; Marco Aurelio Sotelo-Figueroa (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Optimization of the Interval Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction: Case of the Mexican Stock Exchange. - Jesus Soto 001; Patricia Melin (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

An Improved Particle Swarm Optimization Algorithm to Optimize Modular Neural Network Architectures. - Alfonso Uriarte; Patricia Melin; Fevrier Valdez (Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization, 2015)

Comparative Study of Particle Swarm Optimization Variants in Complex Mathematics Functions. - Juan Carlos Vázquez; Fevrier Valdez; Patricia Melin (Fuzzy Logic Augmentation of Nature-Inspired Optimization Metaheuristics, 2015)

Fuzzy FWA with dynamic adaptation of parameters. - Juan Barraza; Patricia Melin; Fevrier Valdez; Claudia I. González (CEC, 2016)

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)

General type-2 fuzzy edge detector applied on face recognition system using neural networks. - Claudia I. González; Juan R. Castro 001; Olivia Mendoza; Patricia Melin (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)

A firefly algorithm for modular granular neural networks optimization applied to iris recognition. - Daniela Sánchez; Patricia Melin; Juan Martín Carpio; Héctor Puga (IJCNN, 2016)

Ant colony optimization for the design of Modular Neural Networks in pattern recognition. - Fevrier Valdez; Oscar Castillo 001; Patricia Melin (IJCNN, 2016)

Genetic algorithm and Particle Swarm Optimization of ensemble neural networks with type-1 and type-2 fuzzy integration for prediction of the Taiwan Stock Exchange. - Martha Pulido; Patricia Melin (IEEE Conf. on Intelligent Systems, 2016)

An improved Particle Swarm Optimization algorithm applied to Benchmark Functions. - Alfonso Uriarte; Patricia Melin; Fevrier Valdez (IEEE Conf. on Intelligent Systems, 2016)

Interval Type-2 Fuzzy Logic for Parameter Adaptation in the Gravitational Search Algorithm. - Beatriz González; Fevrier Valdez; Patricia Melin (MICAI (1), 2016)

Water Cycle Algorithm with Fuzzy Logic for Dynamic Adaptation of Parameters. - Eduardo Méndez; Oscar Castillo 001; José Soria; Patricia Melin; Ali Sadollah (MICAI (1), 2016)

Comparison between Choquet and Sugeno integrals as aggregation operators for pattern recognition. - Gabriela E. Martinez; Olivia Mendoza; Juan R. Castro 001; Antonio Rodríguez Díaz; Patricia Melin; Oscar Castillo 001 (NAFIPS, 2016)

General Type-2 fuzzy edge detectors applied to face recognition systems. - Patricia Melin; Oscar Castillo 001; Claudia I. González; Juan R. Castro 001; Olivia Mendoza (NAFIPS, 2016)

A new metaheuristic based on the self-defense techniques of the plants in nature. - Camilo Caraveo; Fevrier Valdez; Oscar Castillo 001; Patricia Melin (SSCI, 2016)

Interval type-2 fuzzy logic gravitational search algorithm for the optimization of modular neural networks in echocardiogram recognition. - Beatriz González; Patricia Melin; Fevrier Valdez; German Prado-Arechiga (SSCI, 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 Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for Prediction of the Taiwan Stock Exchange. - Martha Pulido; Patricia Melin (WCSC, 2016)

Optimization of Modular Neural Network Architectures with an Improved Particle Swarm Optimization Algorithm. - Alfonso Uriarte; Patricia Melin; Fevrier Valdez (WCSC, 2016)

A New Fuzzy Harmony Search Algorithm Using Fuzzy Logic for Dynamic Parameter Adaptation. - Cinthia Peraza; Fevrier Valdez; Mario García Valdez; Patricia Melin; Oscar Castillo 001 (Algorithms, 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 interval type-2 fuzzy systems for image edge detection. - Claudia I. González; Patricia Melin; Juan R. Castro 001; Oscar Castillo 001; Olivia Mendoza (Appl. Soft Comput., 2016)

Quadrupedal Robot Locomotion: A Biologically Inspired Approach and Its Hardware Implementation. - Andrés Espinal; Horacio Rostro-González; Juan Martín Carpio Valadez; Erick Israel Guerra-Hernandez; Manuel Ornelas; Héctor José Puga Soberanes; Marco Aurelio Sotelo-Figueroa; Patricia Melin (Comput. Intell. Neurosci., 2016)

Method for Higher Order polynomial Sugeno Fuzzy Inference Systems. - Juan R. Castro 001; Oscar Castillo 001; Mauricio A. Sanchez; Olivia Mendoza; Antonio Rodríguez Díaz; Patricia Melin (Inf. Sci., 2016)

Fuzzy Sets in Dynamic Adaptation of Parameters of a Bee Colony Optimization for Controlling the Trajectory of an Autonomous Mobile Robot. - Leticia Amador-Angulo; Olivia Mendoza; Juan R. Castro 001; Antonio Rodríguez Díaz; Patricia Melin; Oscar Castillo 001 (Sensors, 2016)

An improved sobel edge detection method based on generalized type-2 fuzzy logic. - Claudia I. González; Patricia Melin; Juan R. Castro 001; Olivia Mendoza; Oscar Castillo 001 (Soft Comput., 2016)

Dynamic parameter adaptation in particle swarm optimization using interval type-2 fuzzy logic. - Frumen Olivas; Fevrier Valdez; Oscar Castillo 001; Patricia Melin (Soft Comput., 2016)

Ensemble Neural Network with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction and Its Optimization with PSO. - Patricia Melin; Martha Pulido; Oscar Castillo 001 (Imprecision and Uncertainty in Information Representation and Processing, 2016)

Interval Type-2 Fuzzy System Design Based on the Interval Type-2 Fuzzy C-Means Algorithm. - Elid Rubio; Oscar Castillo 001; Patricia Melin (Fuzzy Technology, 2016)

Toward General Type-2 Fuzzy Logic Systems Based on Shadowed Sets. - Claudia I. González; Patricia Melin; Oscar Castillo 001; Daniela Juarez; Juan R. Castro 001 (EUSFLAT/IWIFSGN (2), 2017)

Particle Swarm Optimization with Fuzzy Dynamic Parameters Adaptation for Modular Granular Neural Networks. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (EUSFLAT/IWIFSGN (3), 2017)

Iterative fireworks algorithm with fuzzy coefficients. - Juan Barraza; Patricia Melin; Fevrier Valdez; Claudia I. González; Oscar Castillo 001 (FUZZ-IEEE, 2017)

Dynamic simultaneous adaptation of parameters in the grey wolf optimizer using fuzzy logic. - Luis Rodríguez; Oscar Castillo 001; Mario García Valdez; José Soria; Fevrier Valdez; Patricia Melin (FUZZ-IEEE, 2017)

A Grey Wolf Optimization Algorithm for Modular Granular Neural Networks Applied to Iris Recognition. - Patricia Melin; Daniela Sánchez (HIS, 2017)

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)

How to Gauge the Accuracy of Fuzzy Control Recommendations: A Simple Idea. - Patricia Melin; Oscar Castillo 001; Andrzej Pownuk; Olga Kosheleva; Vladik Kreinovich (NAFIPS, 2017)

A Hybrid Intelligent System Model for Hypertension Risk Diagnosis. - Ivette Miramontes; Gabriela E. Martinez; Patricia Melin; German Prado-Arechiga (NAFIPS, 2017)

Trajectory Optimization for an Autonomous Mobile Robot Using the Bat Algorithm. - Jonathan Pérez; Patricia Melin; Oscar Castillo 001; Fevrier Valdez; Claudia I. González; Gabriela E. Martinez (NAFIPS, 2017)

Fuzzy Adaptation for Particle Swarm Optimization for Modular Neural Networks Applied to Iris Recognition. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (NAFIPS, 2017)

An Extension of the Fuzzy Possibilistic Clustering Algorithm Using Type-2 Fuzzy Logic Techniques. - Elid Rubio; Oscar Castillo 001; Fevrier Valdez; Patricia Melin; Claudia I. González; Gabriela E. Martinez (Adv. Fuzzy Syst., 2017)

Fuzzy Fireworks Algorithm Based on a Sparks Dispersion Measure. - Juan Barraza; Patricia Melin; Fevrier Valdez; Claudia I. González (Algorithms, 2017)

Design of an Optimized Fuzzy Classifier for the Diagnosis of Blood Pressure with a New Computational Method for Expert Rule Optimization. - Juan Carlos Guzman; Patricia Melin; German Prado-Arechiga (Algorithms, 2017)

New Methodology to Approximate Type-Reduction Based on a Continuous Root-Finding Karnik Mendel Algorithm. - Emanuel Ontiveros-Robles; Patricia Melin; Oscar Castillo 001 (Algorithms, 2017)

Optimization of Intelligent Controllers Using a Type-1 and Interval Type-2 Fuzzy Harmony Search Algorithm. - Cinthia Peraza; Fevrier Valdez; Patricia Melin (Algorithms, 2017)

Ant colony optimization with dynamic parameter adaptation based on interval type-2 fuzzy logic systems. - Frumen Olivas; Fevrier Valdez; Oscar Castillo 001; Claudia I. González; Gabriela E. Martinez; Patricia Melin (Appl. Soft Comput., 2017)

A fuzzy hierarchical operator in the grey wolf optimizer algorithm. - Luis Rodríguez; Oscar Castillo 001; José Soria; Patricia Melin; Fevrier Valdez; Claudia I. González; Gabriela E. Martinez; Jesus Soto 001 (Appl. Soft Comput., 2017)

Comparative study of the use of fuzzy logic in improving particle swarm optimization variants for mathematical functions using co-evolution. - Fevrier Valdez; Juan Carlos Vázquez; Patricia Melin; Oscar Castillo 001 (Appl. Soft Comput., 2017)

A Grey Wolf Optimizer for Modular Granular Neural Networks for Human Recognition. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (Comput. Intell. Neurosci., 2017)

Optimization of modular granular neural networks using a firefly algorithm for human recognition. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (Eng. Appl. Artif. Intell., 2017)

Fuzzy rule-based models with interactive rules and their granular generalization. - Xingchen Hu; Witold Pedrycz; Oscar Castillo 001; Patricia Melin (Fuzzy Sets Syst., 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)

Edge Detection Method Based on General Type-2 Fuzzy Logic Applied to Color Images. - Claudia I. González; Patricia Melin; Oscar Castillo 001 (Inf., 2017)

Interval type-2 fuzzy logic for dynamic parameter adaptation in the bat algorithm. - Jonathan Pérez; Fevrier Valdez; Oscar Castillo 001; Patricia Melin; Claudia I. González; Gabriela E. Martinez (Soft Comput., 2017)

Classification of Arrhythmias Using Modular Architecture of LVQ Neural Network and Type 2 Fuzzy Logic. - Jonathan Amezcua; Patricia Melin (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Fireworks Algorithm (FWA) with Adaptation of Parameters Using Fuzzy Logic. - Juan Barraza; Patricia Melin; Fevrier Valdez; Claudia I. González (Nature-Inspired Design of Hybrid Intelligent Systems, 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)

General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System. - Claudia I. González; Patricia Melin; Juan R. Castro 001; Olivia Mendoza; Oscar Castillo 001 (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

A Gravitational Search Algorithm Using Type-2 Fuzzy Logic for Parameter Adaptation. - Beatriz González; Fevrier Valdez; Patricia Melin (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Neuro-Fuzzy Hybrid Model for the Diagnosis of Blood Pressure. - Juan Carlos Guzman; Patricia Melin; German Prado-Arechiga (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Non-singleton Interval Type-2 Fuzzy Systems as Integration Methods in Modular Neural Networks Used Genetic Algorithms to Design. - Denisse Hidalgo; Patricia Melin; Juan R. Castro 001 (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Choquet Integral and Interval Type-2 Fuzzy Choquet Integral for Edge Detection. - Gabriela E. Martínez; Olivia Mendoza; Juan R. Castro 001; Patricia Melin; Oscar Castillo 001 (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

A Competitive Modular Neural Network for Long-Term Time Series Forecasting. - Eduardo Méndez; Omar Lugo; Patricia Melin (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

A Hybrid Intelligent System Model for Hypertension Diagnosis. - Ivette Miramontes; Gabriela E. Martinez; Patricia Melin; German Prado-Arechiga (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Particle Swarm Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for the Taiwan Stock Exchange. - Martha Pulido; Patricia Melin; Olivia Mendoza (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

A New Method Based on Modular Neural Network for Arterial Hypertension Diagnosis. - Martha Pulido; Patricia Melin; German Prado-Arechiga (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Comparison of Optimization Techniques for Modular Neural Networks Applied to Human Recognition. - Daniela Sánchez; Patricia Melin; Juan Martín Carpio Valadez; Héctor Puga (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Particle Swarm Optimization of the Fuzzy Integrators for Time Series Prediction Using Ensemble of IT2FNN Architectures. - Jesus Soto 001; Patricia Melin; Oscar Castillo 001 (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

A New Hybrid PSO Method Applied to Benchmark Functions. - Alfonso Uriarte; Patricia Melin; Fevrier Valdez (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Flower Pollination Algorithm with Fuzzy Approach for Solving Optimization Problems. - Luis Valenzuela; Fevrier Valdez; Patricia Melin (Nature-Inspired Design of Hybrid Intelligent Systems, 2017)

Ensembles of Type 2 Fuzzy Neural Models and Their Optimization with Bio-Inspired Algorithms for Time Series Prediction. - Jesus Soto 001; Patricia Melin; Oscar Castillo 001 (Springer, 2018)

Optimization of Ensemble Neural Networks with Type-1 and Interval Type-2 Fuzzy Integration for Forecasting the Taiwan Stock Exchange. - Martha Pulido; Patricia Melin; Olivia Mendoza (Advances in Data Analysis with Computational Intelligence Methods, 2018)

A variant to the dynamic adaptation of parameters in galactic swarm optimization using a fuzzy logic augmentation. - Emer Bernal; Oscar Castillo 001; Jose Soria; Fevrier Valdez; Patricia Melin (FUZZ-IEEE, 2018)

A new variant of Fuzzy K-Nearest Neighbor using Interval Type-2 Fuzzy Logic. - Patricia Melin; Eduardo Ramírez; German Prado-Arechiga (FUZZ-IEEE, 2018)

A Fuzzy Harmony Search Algorithm for the Optimization of a Benchmark Set of Functions. - Cinthia Peraza; Fevrier Valdez; Oscar Castillo 001; Patricia Melin (MICAI (1), 2018)

Parameter Optimization for Membership Functions of Type-2 Fuzzy Controllers for Autonomous Mobile Robots Using the Firefly Algorithm. - Marylu L. Lagunes; Oscar Castillo 001; Fevrier Valdez; Jose Soria; Patricia Melin (NAFIPS, 2018)

Fuzzy System for Classification of Nocturnal Blood Pressure Profile and Its Optimization with the Crow Search Algorithm. - Ivette Miramontes; Patricia Melin; German Prado-Arechiga (SOFA (2), 2018)

Comparison of Neural Network Models Applied to Human Recognition. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (SOFA (1), 2018)

Optimal Design of Interval Type-2 Fuzzy Heart Rate Level Classification Systems Using the Bird Swarm Algorithm. - Ivette Miramontes; Juan Carlos Guzman; Patricia Melin; German Prado-Arechiga (Algorithms, 2018)

A Hybrid Approach for Modular Neural Network Design Using Intercriteria Analysis and Intuitionistic Fuzzy Logic. - Sotir Sotirov; Evdokia Sotirova; Vassia Atanassova; Krassimir T. Atanassov; Oscar Castillo 001; Patricia Melin; Todor Petkov; Stanimir Surchev (Complex., 2018)

High order α-planes integration: A new approach to computational cost reduction of General Type-2 Fuzzy Systems. - Emanuel Ontiveros; Patricia Melin; Oscar Castillo 001 (Eng. Appl. Artif. Intell., 2018)

A hybrid model based on modular neural networks and fuzzy systems for classification of blood pressure and hypertension risk diagnosis. - Patricia Melin; Ivette Miramontes; German Prado-Arechiga (Expert Syst. Appl., 2018)

A New Approach for Time Series Prediction Using Ensembles of IT2FNN Models with Optimization of Fuzzy Integrators. - Jesus Soto 001; Patricia Melin; Oscar Castillo 001 (Int. J. Fuzzy Syst., 2018)

Multi-objective optimization for modular granular neural networks applied to pattern recognition. - Patricia Melin; Daniela Sánchez (Inf. Sci., 2018)

Comparative analysis of noise robustness of type 2 fuzzy logic controllers. - Emanuel Ontiveros-Robles; Patricia Melin; Oscar Castillo 001 (Kybernetika, 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)

Ensemble Neural Network Optimization Using a Gravitational Search Algorithm with Interval Type-1 and Type-2 Fuzzy Parameter Adaptation in Pattern Recognition Applications. - Beatriz González; Patricia Melin; Fevrier Valdez; German Prado-Arechiga (Fuzzy Logic Augmentation of Neural and Optimization Algorithms, 2018)

Fuzzy Optimized Classifier for the Diagnosis of Blood Pressure Using Genetic Algorithm. - Juan Carlos Guzmán; Patricia Melin; German Prado-Arechiga (Fuzzy Logic Augmentation of Neural and Optimization Algorithms, 2018)

Impact Study of the Footprint of Uncertainty in Control Applications Based on Interval Type-2 Fuzzy Logic Controllers. - Emanuel Ontiveros; Patricia Melin; Oscar Castillo 001 (Fuzzy Logic Augmentation of Neural and Optimization Algorithms, 2018)

A New Model Based on a Fuzzy System for Arterial Hypertension Classification. - Martha Pulido; Patricia Melin; German Prado-Arechiga (Fuzzy Logic Augmentation of Neural and Optimization Algorithms, 2018)

An Approach for Optimization of Intuitionistic and Type-2 Fuzzy Systems in Pattern Recognition Applications. - Oscar Castillo 001; Patricia Melin (FUZZ-IEEE, 2019)

Relevance of Polynomial Order in Takagi-Sugeno Fuzzy Inference Systems Applied in Diagnosis Problems. - Emanuel Ontiveros-Robles; Patricia Melin; Oscar Castillo 001 (FUZZ-IEEE, 2019)

Comparative Analysis of Type-1 Fuzzy Inference Systems with Different Sugeno Polynomial Orders Applied to Diagnosis Problems. - Emanuel Ontiveros-Robles; Patricia Melin; Oscar Castillo 001 (IFSA/NAFIPS, 2019)

Comparative Study of P, PI, Fuzzy and Fuzzy PI Controllers in Position Control for Omnidirectional Robots. - Leticia Luna-Lobano; Prometeo Cortés-Antonio; Oscar Castillo 001; Patricia Melin (MICAI, 2019)

Optimization of Modular Neural Networks for Pattern Recognition with Parallel Genetic Algorithms. - Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (MICAI, 2019)

Shadowed Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Harmony Search and Differential Evolution Algorithms. - Oscar Castillo 001; Patricia Melin; Fevrier Valdez; Jose Soria; Emanuel Ontiveros-Robles; Cinthia Peraza; Patricia Ochoa (Algorithms, 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)

Optimal Genetic Design of Type-1 and Interval Type-2 Fuzzy Systems for Blood Pressure Level Classification. - Juan Carlos Guzmán; Ivette Miramontes; Patricia Melin; German Prado-Arechiga (Axioms, 2019)

A high-speed interval type 2 fuzzy system approach for dynamic parameter adaptation in metaheuristics. - Oscar Castillo 001; Patricia Melin; Emanuel Ontiveros; Cinthia Peraza; Patricia Ochoa; Fevrier Valdez; Jose Soria (Eng. Appl. Artif. Intell., 2019)

A hybrid design of shadowed type-2 fuzzy inference systems applied in diagnosis problems. - Emanuel Ontiveros-Robles; Patricia Melin (Eng. Appl. Artif. Intell., 2019)

Hybrid model based on neural networks, type-1 and type-2 fuzzy systems for 2-lead cardiac arrhythmia classification. - Eduardo Ramírez; Patricia Melin; German Prado-Arechiga (Expert Syst. Appl., 2019)

A New Approach to Multiple Time Series Prediction Using MIMO Fuzzy Aggregation Models with Modular Neural Networks. - Jesus Soto 001; Oscar Castillo 001; Patricia Melin; Witold Pedrycz (Int. J. Fuzzy Syst., 2019)

Interval type-2 fuzzy logic for dynamic parameter adaptation in a modified gravitational search algorithm. - Frumen Olivas; Fevrier Valdez; Patricia Melin; Alberto Sombra; Oscar Castillo 001 (Inf. Sci., 2019)

General Type-2 Fuzzy Sugeno Integral for Edge Detection. - Gabriela E. Martínez; Claudia I. González; Olivia Mendoza; Patricia Melin (J. Imaging, 2019)

Edge Detection Approach Based on Type-2 Fuzzy Images. - Claudia I. González; Patricia Melin; Juan R. Castro 001; Oscar Castillo 001 (J. Multiple Valued Log. Soft Comput., 2019)

Design and FPGA Implementation of Real-Time Edge Detectors Based on Interval Type-2 Fuzzy Systems. - Emanuel Ontiveros-Robles; Patricia Melin; Oscar Castillo 001; Jose Gonzalez (J. Multiple Valued Log. Soft Comput., 2019)

An approach for parameterized shadowed type-2 fuzzy membership functions applied in control applications. - Patricia Melin; Emanuel Ontiveros-Robles; Claudia I. González; Juan R. Castro 001; Oscar Castillo 001 (Soft Comput., 2019)

General Type-2 Radial Basis Function Neural Network: A Data-Driven Fuzzy Model. - Adrian Rubio Solis; Patricia Melin; Uriel Martinez-Hernandez; George Panoutsos (IEEE Trans. Fuzzy Syst., 2019)

Optimal Design of a Fuzzy System with a Real-Coded Genetic Algorithm for Diabetes Classification. - Julio C. Mónica; Patricia Melin; Daniela Sánchez (HIS, 2020)

Optimization of Neural Network Models for Estimating the Risk of Developing Hypertension Using Bio-inspired Algorithms. - Patricia Melin; Ivette Miramontes; Oscar R. Carvajal; German Prado-Arechiga (NAFIPS, 2020)

Toward Improving the Fuzzy KNN Algorithm Based on Takagi-Sugeno Fuzzy Inference System. - Eduardo Ramírez; Patricia Melin; German Prado-Arechiga (NAFIPS, 2020)

Fuzzy Parameter Adaptation in Genetic Algorithms for the Optimization of Fuzzy Integrators in Modular Neural Networks for Multimodal Biometry. - Oscar Castillo 001; Denisse Hidalgo; Leticia Cervantes; Patricia Melin; Ricardo Martínez-Soto (Computación y Sistemas, 2020)

Emerging Issues and Applications of Type-2 Fuzzy Sets and Systems. - Oscar Castillo 001; Pranab K. Muhuri; Patricia Melin; Pietari Pulkkinen (Eng. Appl. Artif. Intell., 2020)

Design of an interval Type-2 fuzzy model with justifiable uncertainty. - Juan E. Moreno; Mauricio A. Sanchez; Olivia Mendoza; Antonio Rodríguez Díaz; Oscar Castillo 001; Patricia Melin; Juan R. Castro 001 (Inf. Sci., 2020)

Comparative study of interval Type-2 and general Type-2 fuzzy systems in medical diagnosis. - Emanuel Ontiveros; Patricia Melin; Oscar Castillo 001 (Inf. Sci., 2020)

Optimization of Convolutional Neural Networks Using the Fuzzy Gravitational Search Algorithm. - Yutzil Poma; Patricia Melin; Claudia I. González; Gabriela E. Martinez (J. Autom. Mob. Robotics Intell. Syst., 2020)

Toward the Best Combination of Optimization with Fuzzy Systems to Obtain the Best Solution for the GA and PSO Algorithms Using Parallel Processing. - Fevrier Valdez; Yunkio Kawano; Patricia Melin (J. Autom. Mob. Robotics Intell. Syst., 2020)

Type-2 fuzzy control for line following using line detection images. - Oscar Castillo 001; Prometeo Cortés-Antonio; Patricia Melin; Fevrier Valdez (J. Intell. Fuzzy Syst., 2020)

An approach for non-singleton generalized Type-2 fuzzy classifiers. - Emanuel Ontiveros-Robles; Oscar Castillo 001; Patricia Melin (J. Intell. Fuzzy Syst., 2020)

Comparison of particle swarm optimization variants with fuzzy dynamic parameter adaptation for modular granular neural networks for human recognition. - Daniela Sánchez; Patricia Melin; Oscar Castillo 001 (J. Intell. Fuzzy Syst., 2020)

A survey of Type-2 fuzzy logic controller design using nature inspired optimization. - Fevrier Valdez; Oscar Castillo 001; Prometeo Cortés-Antonio; Patricia Melin (J. Intell. Fuzzy Syst., 2020)

Toward a development of general type-2 fuzzy classifiers applied in diagnosis problems through embedded type-1 fuzzy classifiers. - Emanuel Ontiveros-Robles; Patricia Melin (Soft Comput., 2020)

Designing hybrid classifiers based on general type-2 fuzzy logic and support vector machines. - Emanuel Ontiveros; Patricia Melin; Oscar Castillo 001 (Soft Comput., 2020)

Optimal Number of Clusters Finding Using the Fireworks Algorithm. - Juan Barraza; Fevrier Valdez; Patricia Melin; Claudia I. González (Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020)

Fireworks Algorithm (FWA) with Adaptation of Parameters Using Interval Type-2 Fuzzy Logic System. - Juan Barraza; Fevrier Valdez; Patricia Melin; Claudia I. González (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Towards Tracking Trajectory of Planar Quadrotor Models. - Prometeo Cortés-Antonio; Fevrier Valdez; Oscar Castillo 001; Patricia Melin (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Particle Swarm Algorithm for the Optimization of Modular Neural Networks in Pattern Recognition. - Beatriz González; Patricia Melin; Fevrier Valdez (Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020)

Design of Interval Type-2 Fuzzy Systems for Classification of Blood Pressure Load. - Juan Carlos Guzmán; Patricia Melin; German Prado-Arechiga (Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020)

Optimization for Type-1 and Interval Type-2 Fuzzy Systems for the Classification of Blood Pressure Load Using Genetic Algorithms. - Juan Carlos Guzmán; Patricia Melin; German Prado-Arechiga (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Analysis of P, PI, Fuzzy and Fuzzy PI Controllers for Control Position in Omnidirectional Robots. - Leticia Luna-Lobano; Prometeo Cortés-Antonio; Oscar Castillo 001; Patricia Melin (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Intuitionistic Fuzzy Sugeno Integral for Face Recognition. - Gabriela E. Martínez; Patricia Melin (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Comparative Study of Bio-inspired Algorithms Applied in the Optimization of Fuzzy Systems. - Ivette Miramontes; Patricia Melin; German Prado-Arechiga (Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020)

Particle Swarm Optimization of Modular Neural Networks for Obtaining the Trend of Blood Pressure. - Ivette Miramontes; Patricia Melin; German Prado-Arechiga (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Study of the Relevance of Polynomial Order in Takagi-Sugeno Fuzzy Inference Systems Applied in Diagnosis Problems. - Emanuel Ontiveros-Robles; Patricia Melin; Oscar Castillo 001 (Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020)

Optimal Recognition Model Based on Convolutional Neural Networks and Fuzzy Gravitational Search Algorithm Method. - Yutzil Poma; Patricia Melin; Claudia I. González; Gabriela E. Martinez (Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020)

Filter Size Optimization on a Convolutional Neural Network Using FGSA. - Yutzil Poma; Patricia Melin; Claudia I. González; Gabriela E. Martínez (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Hybrid Model Based on Neural Networks and Fuzzy Logic for 2-Lead Cardiac Arrhythmia Classification. - Eduardo Ramírez; Patricia Melin; German Prado-Arechiga (Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020)

A Modular Neural Network Approach for Cardiac Arrhythmia Classification. - Eduardo Ramírez; Patricia Melin; German Prado-Arechiga (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

A Comparison of ACO, GA and SA for Solving the TSP Problem. - Fevrier Valdez; Francisco Moreno; Patricia Melin (Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020)

Classification of X-Ray Images for Pneumonia Detection Using Texture Features and Neural Networks. - Sergio Varela-Santos; Patricia Melin (Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020)

Hybrid Neural-Fuzzy Modeling and Classification System for Blood Pressure Level Affectation. - Martin Vázquez; Patricia Melin; German Prado-Arechiga (Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine, 2020)

Comparison of Image Pre-processing for Classifying Diabetic Retinopathy Using Convolutional Neural Networks. - Rodrigo Cordero-Martínez; Daniela Sánchez; Patricia Melin (HIS, 2021)

Convolutional Neural Network Design Using a Particle Swarm Optimization for Face Recognition. - Patricia Melin; Daniela Sánchez; Martha Pulido; Oscar Castillo 001 (HIS, 2021)

Bio-Inspired Algorithms and Its Applications for Optimization in Fuzzy Clustering. - Fevrier Valdez; Oscar Castillo 001; Patricia Melin (Algorithms, 2021)

Differential Evolution with Shadowed and General Type-2 Fuzzy Systems for Dynamic Parameter Adaptation in Optimal Design of Fuzzy Controllers. - Patricia Ochoa; Oscar Castillo 001; Patricia Melin; José Soria (Axioms, 2021)

Optimal design of a general type-2 fuzzy classifier for the pulse level and its hardware implementation. - Oscar R. Carvajal; Patricia Melin; Ivette Miramontes; German Prado-Arechiga (Eng. Appl. Artif. Intell., 2021)

Towards asymmetric uncertainty modeling in designing General Type-2 Fuzzy classifiers for medical diagnosis. - Emanuel Ontiveros-Robles; Oscar Castillo 001; Patricia Melin (Expert Syst. Appl., 2021)

A new modular neural network approach with fuzzy response integration for lung disease classification based on multiple objective feature optimization in chest X-ray images. - Sergio Varela-Santos; Patricia Melin (Expert Syst. Appl., 2021)

An Efficient High-Order α-Plane Aggregation in General Type-2 Fuzzy Systems Using Newton-Cotes Rules. - Emanuel Ontiveros-Robles; Patricia Melin; Oscar Castillo 001 (Int. J. Fuzzy Syst., 2021)

Optimal design of type-2 fuzzy systems for diabetes classification based on genetic algorithms. - Patricia Melin; Daniela Sánchez (Int. J. Hybrid Intell. Syst., 2021)

A new approach for classifying coronavirus COVID-19 based on its manifestation on chest X-rays using texture features and neural networks. - Sergio Varela-Santos; Patricia Melin (Inf. Sci., 2021)

Optimization of Modular Neural Networks for the Diagnosis of Cardiovascular Risk. - Ivette Miramontes; Patricia Melin; Oscar R. Carvajal; German Prado-Arechiga (Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms, 2021)

Genetic Optimization of Ensemble Neural Network Architectures for Prediction of COVID-19 Confirmed and Death Cases. - Julio C. Mónica; Patricia Melin; Daniela Sánchez (Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms, 2021)

Estimation of the Number of Filters in the Convolution Layers of a Convolutional Neural Network Using a Fuzzy Logic System. - Yutzil Poma; Patricia Melin (Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms, 2021)

Ensemble Recurrent Neural Networks for Complex Time Series Prediction with Integration Methods. - Martha Pulido; Patricia Melin (Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms, 2021)

An Improved Convolutional Neural Network Based on a Parameter Modification of the Convolution Layer. - Ruth Rodriguez; Claudia I. González; Gabriela E. Martinez; Patricia Melin (Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms, 2021)

A New Hybrid Method Based on ACO and PSO with Fuzzy Dynamic Parameter Adaptation for Modular Neural Networks Optimization. - Fevrier Valdez; Juan Carlos Vázquez; Patricia Melin (Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms, 2021)

A Hybrid Hyperheuristic Approach for the Containership Stowage Problem Considering the Ship Stability. - Paula Hernández Hernández; Laura Cruz-Reyes; Patricia Melin; Norberto Castillo-García; Claudia Guadalupe Gómez Santillán (MICAI (1), 2022)

Interval Type-3 Fuzzy Aggregation of Neural Networks for Multiple Time Series Prediction: The Case of Financial Forecasting. - Oscar Castillo 001; Juan R. Castro 001; Patricia Melin (Axioms, 2022)

Interval Type-3 Fuzzy Control for Automated Tuning of Image Quality in Televisions. - Oscar Castillo 001; Juan R. Castro 001; Patricia Melin (Axioms, 2022)

Design of Type-3 Fuzzy Systems and Ensemble Neural Networks for COVID-19 Time Series Prediction Using a Firefly Algorithm. - Patricia Melin; Daniela Sánchez; Juan R. Castro 001; Oscar Castillo 001 (Axioms, 2022)

Interval Type-2 Fuzzy Approach for Dynamic Parameter Adaptation in the Bird Swarm Algorithm for the Optimization of Fuzzy Medical Classifier. - Ivette Miramontes; Patricia Melin (Axioms, 2022)

Adaptation of Number of Filters in the Convolution Layer of a Convolutional Neural Network Using the Fuzzy Gravitational Search Algorithm Method and Type-1 Fuzzy Logic. - Yutzil Poma; Patricia Melin (Computación y Sistemas, 2022)

Ensemble Recurrent Neural Network using Genetic Algorithm applied in Times Series Prediction. - Martha Pulido; Patricia Melin (Computación y Sistemas, 2022)

Interval type-3 fuzzy fractal approach in sound speaker quality control evaluation. - Oscar Castillo 001; Juan R. Castro 001; Patricia Melin (Eng. Appl. Artif. Intell., 2022)

Interval type-3 fuzzy aggregators for ensembles of neural networks in COVID-19 time series prediction. - Oscar Castillo 001; Juan R. Castro 001; Martha Pulido; Patricia Melin (Eng. Appl. Artif. Intell., 2022)

Hierarchical genetic optimization of convolutional neural models for diabetic retinopathy classification. - Rodrigo Cordero-Martínez; Daniela Sánchez; Patricia Melin (Int. J. Hybrid Intell. Syst., 2022)

Comparison of optimization algorithms based on swarm intelligence applied to convolutional neural networks for face recognition. - Patricia Melin; Daniela Sánchez; Oscar Castillo 001 (Int. J. Hybrid Intell. Syst., 2022)

A methodology for building interval type-3 fuzzy systems based on the principle of justifiable granularity. - Oscar Castillo 001; Juan R. Castro 001; Patricia Melin (Int. J. Intell. Syst., 2022)

Fuzzy dynamic parameter adaptation in the bird swarm algorithm for neural network optimization. - Patricia Melin; Ivette Miramontes; Oscar R. Carvajal; German Prado-Arechiga (Soft Comput., 2022)

A Review on the Role of Computational Intelligence on Sustainability Development. - Oscar Castillo 001; Patricia Melin (Computational Intelligence Methodologies Applied to Sustainable Development Goals, 2022)

Interval Type-3 Fuzzy Systems: Theory and Design - Oscar Castillo 001; Juan R. Castro 001; Patricia Melin (Springer, 2022)

A Methodology for Building of Interval and General Type-2 Fuzzy Systems Based on the Principle of Justifiable Granularity. - Oscar Castillo 001; Juan R. Castro 001; Patricia Melin (J. Multiple Valued Log. Soft Comput., 2023)

A review on quantum computing and deep learning algorithms and their applications. - Fevrier Valdez; Patricia Melin (Soft Comput., 2023)

Generalized Type 2 Fuzzy Differential Evolution Applied to a Sugeno Controller. - Patricia Ochoa; Cinthia Peraza; Oscar Castillo 001; Patricia Melin (Axioms, 2023)

Forecasting the COVID-19 with Interval Type-3 Fuzzy Logic and the Fractal Dimension. - Oscar Castillo 001; Juan R. Castro 001; Patricia Melin (Int. J. Fuzzy Syst., 2023)

A New Perspective for Multivariate Time Series Decision Making through a Nested Computational Approach Using Type-2 Fuzzy Integration. - Martha Ramirez; Patricia Melin (Axioms, 2023)

A New Interval Type-2 Fuzzy Aggregation Approach for Combining Multiple Neural Networks in Clustering and Prediction of Time Series. - Martha Ramirez; Patricia Melin (Int. J. Fuzzy Syst., 2023)

A New Approach for Interval Type-3 Fuzzy Control of Nonlinear Plants. - Leticia Amador-Angulo; Oscar Castillo 001; Juan R. Castro 001; Patricia Melin (Int. J. Fuzzy Syst., 2023)

Interval Type-3 Fuzzy Differential Evolution for Parameterization of Fuzzy Controllers. - Patricia Ochoa; Oscar Castillo 001; Patricia Melin; Juan Ramón Castro (Int. J. Fuzzy Syst., 2023)

An Interval Type-3 Fuzzy-Fractal Approach for Plant Monitoring. - Patricia Melin; Oscar Castillo 001 (Axioms, 2023)

A Type-3 Fuzzy Parameter Adjustment in Harmony Search for the Parameterization of Fuzzy Controllers. - Cinthia Peraza; Oscar Castillo 001; Patricia Melin; Juan R. Castro 001; Jin Hee Yoon; Zong Woo Geem (Int. J. Fuzzy Syst., 2023)

Interval Type-3 Fuzzy Aggregation for Hybrid-Hierarchical Neural Classification and Prediction Models in Decision-Making. - Martha Ramirez; Patricia Melin; Oscar Castillo 001 (Axioms, 2023)

Proposal for Mediative Fuzzy Control: From Type-1 to Type-3. - Oscar Castillo 001; Patricia Melin (Symmetry, 2023)

Comparative Study of Dragonfly and Firefly Algorithms with Type-1 and Type-2 Fuzzy Parameter Adaptation. - Hector M. Guajardo; Fevrier Valdez; Patricia Melin; Oscar Castillo 001; Prometeo Cortés-Antonio (MICAI (Workshops 1), 2024)

Adjustment of Convolutional and Hidden Layers Using Type-1 Fuzzy Logic Applied to Diabetic Retinopathy Classification. - Rodrigo Cordero-Martínez; Daniela Sánchez; Patricia Melin (Computación y Sistemas (CyS), 2024)

Comparative Study of Gorilla Troops Optimizer and Stochastic Fractal Search with fuzzy dynamic parameter adaptation. - Marylu L. Lagunes; Ivette Miramontes; Oscar Castillo 001; Patricia Melin (Computación y Sistemas (CyS), 2024)

Bird Swarm Algorithm and Particle Swarm Optimization in Ensemble Recurrent Neural Networks Optimization for Time Series Prediction. - Martha Pulido; Patricia Melin (Computación y Sistemas (CyS), 2024)

Type-3 fuzzy dynamic adaptation of Bee colony optimization applied to mathematical functions. - Leticia Amador-Angulo; Oscar Castillo 001; Patricia Melin; Zong Woo Geem (Fuzzy Sets Syst., 2024)

Towards Interval Type-3 Fuzzy Parameter Adaptation in Metaheuristics. - Oscar Castillo 001; Patricia Melin (New Directions on Hybrid Intelligent Systems, 2024)

Towards Designing Interval Type-3 Fuzzy PID Controllers. - Oscar Castillo 001; Patricia Melin (New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024)

A Hybrid Fuzzy Fireworks and Grey Wolf Metaheuristic Algorithm. - Juan Barraza; Luis Rodríguez; Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (New Directions on Hybrid Intelligent Systems, 2024)

A Comparison of Single-Based Versus Population-Based Search Algorithms in the Optimization of Fuzzy Systems. - Prometeo Cortés-Antonio; Patricia Melin; Fevrier Valdez; Oscar Castillo 001 (New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024)

Design of a Fuzzy PID Controller for the Balancing Problem of a Quadruped Robot. - Jose Eduardo Lopez-Ramos; Oscar Castillo 001; Patricia Melin (New Directions on Hybrid Intelligent Systems, 2024)

Aggregation in Ensemble Neural Models with Type-3 and Intuitionistic Fuzzy Logic. - Patricia Melin; Oscar Castillo 001 (New Directions on Hybrid Intelligent Systems, 2024)

Parameter Exploration in the Artificial Gorilla Troops Optimizer Algorithm. - Ivette Miramontes; Patricia Melin (New Directions on Hybrid Intelligent Systems, 2024)

Prediction Using a Fuzzy Inference System in the Classification Layer of a Convolutional Neural Network Replacing the Softmax Function. - Yutzil Poma; Patricia Melin (New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024)

Radial Basis Function Neural Network for Time Series Prediction: The Case of Yen Currency. - Martha Pulido; Patricia Melin (New Directions on Hybrid Intelligent Systems, 2024)

Modular Perspective for Population and Gross National Income Time Series Prediction Using a Neural Network Model: A Case Study of OECD Member Countries. - Martha Ramirez; Patricia Melin (New Directions on Hybrid Intelligent Systems, 2024)

Classification of Consumption Level in Developing Countries for Time Series Prediction Using a Hierarchical Nested Artificial Neural Network Method. - Martha Ramirez; Patricia Melin (New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024)

Type-2 Mamdani Fuzzy System Optimization for a Classification Ensemble with Black Widow Optimizer. - Sergio Varela-Santos; Patricia Melin (New Horizons for Fuzzy Logic, Neural Networks and Metaheuristics, 2024)

Interval Type-3 Fuzzy Inference System Design for Medical Classification Using Genetic Algorithms. - Patricia Melin; Daniela Sánchez; Oscar Castillo 001 (Axioms, 2024)

A New Hybrid Approach for Clustering, Classification, and Prediction of World Development Indicators Combining General Type-2 Fuzzy Systems and Neural Networks. - Martha Ramirez; Patricia Melin; Oscar Castillo 001 (Axioms, 2024)

An Enhanced Fuzzy Hybrid of Fireworks and Grey Wolf Metaheuristic Algorithms. - Juan Barraza; Luis Rodríguez; Oscar Castillo 001; Patricia Melin; Fevrier Valdez (Axioms, 2024)

A Survey on Type-3 Fuzzy Logic Systems and Their Control Applications. - Oscar Castillo 001; Fevrier Valdez; Patricia Melin; Weiping Ding 002 (IEEE CAA J. Autom. Sinica, 2024)

Enhancing Dynamic Parameter Adaptation in the Bird Swarm Algorithm Using General Type-2 Fuzzy Analysis and Mathematical Functions. - Ivette Miramontes; Patricia Melin (Axioms, 2024)

Towards an Efficient Approach for Mamdani Interval Type-3 Fuzzy Inference Systems. - Emanuel Ontiveros; Patricia Melin; Oscar Castillo 001 (Int. J. Fuzzy Syst., 2024)

Position and Orientation Control on Three-step by a State Machine for an Omnidirectional Mobile Robot. - Prometeo Cortés-Antonio; Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Computación y Sistemas (CyS), 2025)

A Hybrid Enhanced Mayfly Optimization Algorithm with Improved Performance through Fuzzy-Based Automatic Parameter Adaptation. - Enrique Lizarraga; Fevrier Valdez; Patricia Melin; Oscar Castillo 001 (Computación y Sistemas (CyS), 2025)

A Review on Enhanced Evolutionary Algorithms Based on Extensions of Fuzzy Logic Systems. - Fevrier Valdez; Oscar Castillo 001; Patricia Melin (Computación y Sistemas (CyS), 2025)