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ORCIDHybrid Intelligent Systems in Control, Pattern Recognition and Medicine 2020
- Oscar Castillo, Patricia Melin:
Hybrid Intelligent Systems in Control, Pattern Recognition and Medicine. Studies in Computational Intelligence 827, Springer 2020, ISBN 978-3-030-34134-3
Type-1 and Type-2 Fuzzy Logic
- Amita Jain
, Basanti Pal Nandi:
Intuitionistic and Neutrosophic Fuzzy Logic: Basic Concepts and Applications. 3-18 - Emanuel Ontiveros-Robles, Patricia Melin, Oscar Castillo:
Study of the Relevance of Polynomial Order in Takagi-Sugeno Fuzzy Inference Systems Applied in Diagnosis Problems. 19-33 - Trinidad Castro Villa, Oscar Castillo:
Adaptation of Parameters with Binary Cat Swarm Optimization Algorithm of Controller for a Mobile Autonomous Robot. 35-46 - Marylu L. Lagunes, Oscar Castillo, Fevrier Valdez, Jose Soria:
Comparison of Fuzzy Controller Optimization with Dynamic Parameter Adjustment Based on of Type-1 and Type-2 Fuzzy Logic. 47-56
Pattern Recognition
- Beatriz González, Patricia Melin, Fevrier Valdez:
Particle Swarm Algorithm for the Optimization of Modular Neural Networks in Pattern Recognition. 59-69 - Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martinez:
Optimal Recognition Model Based on Convolutional Neural Networks and Fuzzy Gravitational Search Algorithm Method. 71-81 - Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González:
Optimal Number of Clusters Finding Using the Fireworks Algorithm. 83-93
Metaheuristics: Theory and Applications
- Cinthia Peraza, Fevrier Valdez, Oscar Castillo:
Harmony Search with Dynamic Adaptation of Parameters for the Optimization of a Benchmark Set of Functions. 97-108 - Emer Bernal, Oscar Castillo, José Soria, Fevrier Valdez:
Type-2 Fuzzy Logic for Dynamic Parameter Adaptation in the Imperialist Competitive Algorithm. 109-118 - Hector Carreon-Ortiz, Fevrier Valdez, Oscar Castillo:
Fuzzy Flower Pollination Algorithm to Solve Control Problems. 119-154 - Luis Rodríguez, Oscar Castillo, Mario García Valdez, José Soria:
Constrained Real-Parameter Optimization Using the Firefly Algorithm and the Grey Wolf Optimizer. 155-167 - Patricia Ochoa, Oscar Castillo, José Soria:
The Differential Evolution Algorithm with a Fuzzy Logic Approach for Dynamic Parameter Adjustment Using Benchmark Functions. 169-179 - Fevrier Valdez, Francisco Moreno, Patricia Melin:
A Comparison of ACO, GA and SA for Solving the TSP Problem. 181-189
Medical Applications
- Eduardo Ramírez, Patricia Melin, German Prado-Arechiga:
Hybrid Model Based on Neural Networks and Fuzzy Logic for 2-Lead Cardiac Arrhythmia Classification. 193-217 - Ivette Miramontes, Patricia Melin, German Prado-Arechiga:
Comparative Study of Bio-inspired Algorithms Applied in the Optimization of Fuzzy Systems. 219-231 - Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga:
Design of Interval Type-2 Fuzzy Systems for Classification of Blood Pressure Load. 233-239 - Carlos Villaseñor, Nancy Arana-Daniel, Alma Y. Alanis, Carlos López-Franco, Roberto Valencia-Murillo:
Tracking of Non-rigid Motion in 3D Medical Imaging with Ellipsoidal Mapping and Germinal Center Optimization. 241-256 - Martin Vázquez, Patricia Melin, German Prado-Arechiga:
Hybrid Neural-Fuzzy Modeling and Classification System for Blood Pressure Level Affectation. 257-269
Robotic Applications
- Ulises Orozco-Rosas, Kenia Picos, Oscar Montiel, Oscar Castillo:
Environment Recognition for Path Generation in Autonomous Mobile Robots. 273-288 - Eufronio Hernández, Oscar Castillo, José Soria:
Optimization of Fuzzy Controllers for Autonomous Mobile Robots Using the Grey Wolf Optimizer. 289-299 - Felizardo Cuevas, Oscar Castillo, Prometeo Cortés-Antonio:
Towards a Control Strategy Based on Type-2 Fuzzy Logic for an Autonomous Mobile Robot. 301-314 - Oscar R. Carvajal, Oscar Castillo:
Implementation of a Fuzzy Controller for an Autonomous Mobile Robot in the PIC18F4550 Microcontroller. 315-325 - Jacinto González-Aguilar, Oscar Castillo, Prometeo Cortés-Antonio:
Implementation a Fuzzy System for Trajectory Tracking of an Omnidirectional Mobile Autonomous Robot. 327-340 - Carlos J. Vega, Edgar N. Sánchez:
Neural Inverse Optimal Pinning Control of Output Trajectory Tracking for Uncertain Complex Networks with Nonidentical Nodes. 341-362
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