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ORCIDBio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition 2009
- Patricia Melin, Janusz Kacprzyk, Witold Pedrycz:
Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition. Studies in Computational Intelligence 256, Springer 2009, ISBN 978-3-642-04515-8
Introductory Concepts and Models
- Humberto Bustince Sola, Miguel Pagola, Aranzazu Jurio, Edurne Barrenechea Tartas, Javier Fernández, Pedro Couto
, Pedro Melo-Pinto:
A Survey of Applications of the Extensions of Fuzzy Sets to Image Processing. 3-32 - Cecilia Leal Ramírez, Oscar Castillo, Antonio Rodríguez Díaz:
Interval Type-2 Fuzzy Cellular Model Applied to the Dynamics of a Uni-specific Population Induced by Environment Variations. 33-47 - Gustavo Olague, Leonardo Trujillo:
A Genetic Programming Approach to the Design of Interest Point Operators. 49-65
Modular Neural Networks in Pattern Recognition
- Ricardo Muñoz, Oscar Castillo, Patricia Melin:
Face, Fingerprint and Voice Recognition with Modular Neural Networks and Fuzzy Integration. 69-79 - Mónica Beltrán, Patricia Melin, Leonardo Trujillo:
Modular Neural Networks with Fuzzy Response Integration for Signature Recognition. 81-91 - Magdalena Serrano, Erika Ayala, Patricia Melin:
Intelligent Hybrid System for Person Identification Using Biometric Measures and Modular Neural Networks with Fuzzy Integration of Responses. 93-109 - Denisse Hidalgo, Patricia Melin, Guillermo Licea:
Optimization of Modular Neural Networks with Interval Type-2 Fuzzy Logic Integration Using an Evolutionary Method with Application to Multimodal Biometry. 111-121 - Miguel Lopez, Patricia Melin, Oscar Castillo:
Comparative Study of Fuzzy Methods for Response Integration in Ensemble Neural Networks for Pattern Recognition. 123-140
Neural Network Models and Time Series Prediction
- Martha Pulido, Alejandra Mancilla, Patricia Melin:
Ensemble Neural Networks with Fuzzy Integration for Complex Time Series Prediction. 143-155 - Gerardo M. Mendez, María de los Angeles Hernandez M.:
Prediction of the MXNUSD Exchange Rate Using Hybrid IT2 FLS Forecaster. 157-164 - Eduardo Gómez-Ramírez, Enrique Haro Sedeño, Giovanni Egidio Pazienza:
Discovering Universal Polynomial Cellular Neural Networks through Genetic Algorithms. 165-175 - Mario Ignacio Chacon Murguia, Leonardo Valencia Olvera, Alfonso Delgado Reyes:
EMG Hand Burst Activity Detection Study Based on Hard and Soft Thresholding. 177-195
Optimization and Robotics
- Fevrier Valdez, Patricia Melin, Guillermo Licea:
Modular Neural Networks Architecture Optimization with a New Evolutionary Method Using a Fuzzy Combination Particle Swarm Optimization and Genetic Algorithms. 199-213 - Cinthya Solano-Aragón, Arnulfo Alanis Garza:
A Multi-agent Architecture for Controlling Autonomous Mobile Robots Using Fuzzy Logic and Obstacle Avoidance with Computer Vision. 215-246 - Ricardo Martínez-Soto, Oscar Castillo, José Soria:
Particle Swarm Optimization Applied to the Design of Type-1 and Type-2 Fuzzy Controllers for an Autonomous Mobile Robot. 247-262
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