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ORCIDRecent Advances on Hybrid Approaches for Designing Intelligent Systems 2014
- Oscar Castillo
, Patricia Melin, Witold Pedrycz, Janusz Kacprzyk:
Recent Advances on Hybrid Approaches for Designing Intelligent Systems. Studies in Computational Intelligence 547, Springer 2014, ISBN 978-3-319-05169-7
Type-2 Fuzzy Logic
- Ricardo Martínez-Soto, Oscar Castillo, Juan R. Castro:
Genetic Algorithm Optimization for Type-2 Non-singleton Fuzzy Logic Controllers. 3-18 - Daniela Sánchez, Patricia Melin:
Hierarchical Genetic Algorithms for Type-2 Fuzzy System Optimization Applied to Pattern Recognition and Fuzzy Control. 19-35 - Elid Rubio, Oscar Castillo:
Designing Type-2 Fuzzy Systems Using the Interval Type-2 Fuzzy C-Means Algorithm. 37-50 - Fernando Gaxiola, Patricia Melin, Fevrier Valdez:
Neural Network with Fuzzy Weights Using Type-1 and Type-2 Fuzzy Learning with Gaussian Membership Functions. 51-65 - Frumen Olivas, Fevrier Valdez, Oscar Castillo:
A Comparative Study of Membership Functions for an Interval Type-2 Fuzzy System used to Dynamic Parameter Adaptation in Particle Swarm Optimization. 67-78 - Jesus Soto, Patricia Melin:
Genetic Optimization of Type-2 Fuzzy Integrators in Ensembles of ANFIS Models for Time Series Prediction. 79-97 - Martha Pulido, Patricia Melin:
Ensemble Neural Network Optimization Using the Particle Swarm Algorithm with Type-1 and Type-2 Fuzzy Integration for Time Series Prediction. 99-112 - Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
Uncertainty-Based Information Granule Formation. 113-123 - Victor M. Torres, Oscar Castillo:
A Type 2 Fuzzy Neural Network Ensemble to Estimate Time Increased Probability of Seismic Hazard in North Region of Baja California Peninsula. 125-135
Bio-Inspired Algorithms
- Alberto Ochoa-Zezzatti, Oscar Castillo, Patricia Melin, Nemesio Castillo, Sandra Bustillos, Julio Arreola:
Shipwrecked on Fear: Selection of Electives in School Minorities in a University Using Cuckoo Search Algorithm. 139-150 - Anabel Martínez-Vargas, Ángel G. Andrade, Roberto Sepúlveda, Oscar Montiel Ross:
An Admission Control and Channel Allocation Algorithm Based on Particle Swarm Optimization for Cognitive Cellular Networks. 151-162 - Camilo Caraveo, Oscar Castillo:
Optimization of Fuzzy Controllers Design Using the Bee Colony Algorithm. 163-175 - Cinthya Solano-Aragón, Oscar Castillo:
Optimization of Benchmark Mathematical Functions Using the Firefly Algorithm. 177-189 - David de la O, Oscar Castillo, Abraham Melendez:
Optimization of Fuzzy Control Systems for Mobile Robots Based on PSO. 191-208 - Leticia Cervantes, Oscar Castillo:
Design of a Fuzzy System for Flight Control of an F-16 Airplane. 209-224 - Jonathan Pérez, Fevrier Valdez, Oscar Castillo:
Bat Algorithm Comparison with Genetic Algorithm Using Benchmark Functions. 225-237 - Juan Carlos Vázquez, Fevrier Valdez, Patricia Melin:
Comparative Study of Social Network Structures in PSO. 239-254 - Leticia Amador-Angulo, Oscar Castillo:
Comparison of the Optimal Design of Fuzzy Controllers for the Water Tank Using Ant Colony Optimization. 255-273 - Patricia Ochoa, Oscar Castillo, José Soria:
Differential Evolution with Dynamic Adaptation of Parameters for the Optimization of Fuzzy Controllers. 275-288 - Evelia Lizárraga, Oscar Castillo, José Soria, Fevrier Valdez:
A Fuzzy Control Design for an Autonomous Mobile Robot Using Ant Colony Optimization. 289-304
Neural Networks
- Jonathan Amezcua, Patricia Melin:
Optimization of Modular Neural Networks with the LVQ Algorithm for Classification of Arrhythmias Using Particle Swarm Optimization. 307-314 - Mario Ignacio Chacon Murguia, David Urias-Zavala:
A DTCNN Approach on Video Analysis: Dynamic and Static Object Segmentation. 315-336 - Pilar Gómez-Gil, Ever Juárez-Guerra, Vicente Alarcón Aquino, Manuel Ramírez-Cortés, Jose de Jesus Rangel-Magdaleno:
Identification of Epilepsy Seizures Using Multi-resolution Analysis and Artificial Neural Networks. 337-351 - Rigoberto Fonseca, Pilar Gómez-Gil:
Temporal Validated Meta-Learning for Long-Term Forecasting of Chaotic Time Series Using Monte Carlo Cross-Validation. 353-367 - Roberto Sepúlveda, Oscar Montiel, Daniel Gutiérrez, Gerardo Díaz, Oscar Castillo:
MLP for Electroencephalographic Signals Classification Using Different Adaptive Learning Algorithm. 369-380 - Coral Sánchez, Patricia Melin, Leslie Astudillo:
Chemical Optimization Method for Modular Neural Networks Applied in Emotion Classification. 381-390 - Andrés Espinal, Juan Martín Carpio Valadez, Manuel Ornelas, Héctor Puga, Patricia Melin, Marco Aurelio Sotelo-Figueroa:
Comparing Metaheuristic Algorithms on the Training Process of Spiking Neural Networks. 391-403 - José Luis Sánchez, Patricia Melin:
A Hybrid Method Combining Modular Neural Networks with Fuzzy Integration for Human Identification Based on Hand Geometric Information. 405-425 - Beatriz González, Fevrier Valdez, Patricia Melin, German Prado-Arechiga:
Echocardiogram Image Recognition Using Neural Networks. 427-435 - Gabriela E. Martinez, Patricia Melin, Olivia D. Mendoza, Oscar Castillo:
Face Recognition with Choquet Integral in Modular Neural Networks. 437-449
Optimization Methods and Applications
- Alejandro Santiago Pineda, Héctor Joaquín Fraire Huacuja, Bernabé Dorronsoro, Johnatan E. Pecero, Claudia Gómez Santillán, Juan Javier González Barbosa, José Carlos Soto Monterrubio:
A Survey of Decomposition Methods for Multi-objective Optimization. 453-465 - Laura Cruz Reyes, César Medina Trejo, Fernando López Irarragorri, Claudia Gómez Santillán:
A Decision Support System Framework for Public Project Portfolio Selection with Argumentation Theory. 467-479 - Jorge Alberto Soria-Alcaraz, Juan Martín Carpio, Héctor Puga, Patricia Melin, Hugo Terashima-Marín, Laura Cruz Reyes, Marco Aurelio Sotelo-Figueroa:
Generic Memetic Algorithm for Course Timetabling ITC2007. 481-492 - Marcela Quiroz-Castellanos, Laura Cruz Reyes, José Torres-Jiménez, Claudia Gómez Santillán, Héctor Joaquín Fraire Huacuja, Patricia Melin:
Characterization of the Optimization Process. 493-507 - Mario César López Locés, Norberto Castillo-García, Héctor J. Fraire H., Pascal Bouvry, Johnatan E. Pecero, Rodolfo A. Pazos Rangel, Juan Javier González Barbosa, Fevrier Valdez:
A New Integer Linear Programming Model for the Cutwidth Minimization Problem of a Connected Undirected Graph. 509-517 - Norberto Castillo-García, Héctor Joaquín Fraire Huacuja, Rodolfo A. Pazos Rangel, José Antonio Martínez Flores, Juan Javier González Barbosa, Juan Martín Carpio Valadez:
On the Exact Solution of VSP for General and Structured Graphs: Models and Algorithms. 519-532 - Laura Cruz Reyes, Eduardo Fernández, Claudia Gómez Santillán, Patricia Sanchez:
Preference Incorporation into Evolutionary Multiobjective Optimization Using a Multi-Criteria Evaluation Method. 533-542 - Laura Cruz Reyes, Paula Hernández Hernández, Patricia Melin, Héctor Joaquín Fraire Huacuja, Julio Mar-Ortiz, Héctor José Puga Soberanes, Juan Javier González Barbosa:
A Loading Procedure for the Containership Stowage Problem. 543-554 - S. Samantha Bastiani M., Laura Cruz Reyes, Eduardo Fernández, Claudia Gómez Santillán, Gilberto Rivera Zárate:
Quality-Assessment Model for Portfolios of Projects Expressed by a Priority Ranking. 555-565 - Héctor J. Fraire H., David Terán Villanueva, Norberto Castillo-García, Juan Javier González Barbosa, Eduardo Rodríguez del Angel, Yazmín Gómez Rojas:
Exact Methods for the Vertex Bisection Problem. 567-577
Evolutionary and Intelligent Methods
- José C. Romero, Mario García Valdez:
Using a Graph Based Database to Support Collaborative Interactive Evolutionary Systems. 581-591 - Francisco Arce, Mario García Valdez:
Fuzzy Labeling of Users in an Educational Intelligent Environment Using an Activity Stream. 593-605 - Amaury Hernandez, Mario García Valdez, Alejandra Mancilla:
Automatic Estimation of Flow in Intelligent Tutoring Systems Using Neural Networks. 607-616 - Rodolfo A. Pazos Rangel, Marco Antonio Aguirre Lam, Juan J. González B., Juan Martín Carpio:
Features and Pitfalls that Users Should Seek in Natural Language Interfaces to Databases. 617-630 - Mariana Natalia Ibarra-Bonilla, Ponciano Jorge Escamilla-Ambrosio, Juan Manuel Ramírez-Cortés, Jose de Jesus Rangel-Magdaleno, Pilar Gómez-Gil:
Step Length Estimation and Activity Detection in a PDR System Based on a Fuzzy Model with Inertial Sensors. 631-645 - Oscar Montiel, Roberto Sepúlveda, Ignacio Murcio, Ulises Orozco-Rosas:
Geo-Navigation for a Mobile Robot and Obstacle Avoidance Using Fuzzy Controllers. 647-669 - Quetzali Madera, Mario García Valdez, Alejandra Mancilla:
Ad Text Optimization Using Interactive Evolutionary Computation Techniques. 671-680 - Juan J. González B., Rogelio Florencia Juárez, Rodolfo A. Pazos Rangel, José Antonio Martínez Flores, María Lucila Morales-Rodríguez:
Using Semantic Representations to Facilitate the Domain-Knowledge Portability of a Natural Language Interface to Databases. 681-693 - Xochilt Ramírez-García, Mario García Valdez:
Post-Filtering for a Restaurant Context-Aware Recommender System. 695-707 - Roberto Sepúlveda, Oscar Montiel, Rodolfo Reyes, Josué Domínguez:
Design of Fuzzy Controllers for a Hexapod Robot. 709-721
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