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ORCIDIntuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms, 2020
- Oscar Castillo, Patricia Melin, Janusz Kacprzyk:
Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications. Studies in Computational Intelligence 862, Springer 2020, ISBN 978-3-030-35444-2
Type-1 and Type-2 Fuzzy Logic
- Emer Bernal, Oscar Castillo
, José Soria, Fevrier Valdez:
Parameter Adaptation in the Imperialist Competitive Algorithm Using Generalized Type-2 Fuzzy Logic. 3-10 - Cecilia Leal Ramírez, Héctor Echavarría-Heras, Enrique Villa-Diharce:
Applying Fuzzy Logic to Identify Heterogeneity of the Allometric Response in Arithmetical Space. 11-34 - Juan Barraza, Fevrier Valdez, Patricia Melin, Claudia I. González:
Fireworks Algorithm (FWA) with Adaptation of Parameters Using Interval Type-2 Fuzzy Logic System. 35-47 - Felizardo Cuevas, Oscar Castillo, Prometeo Cortés-Antonio:
Omnidirectional Four Wheel Mobile Robot Control with a Type-2 Fuzzy Logic Behavior-Based Strategy. 49-62 - Juan Carlos Guzmán, Patricia Melin, German Prado-Arechiga:
Optimization for Type-1 and Interval Type-2 Fuzzy Systems for the Classification of Blood Pressure Load Using Genetic Algorithms. 63-71
Intuitionistic Fuzzy Logic
- Evdokia Sotirova, Anthony G. Shannon, Vassia Atanassova, Krassimir T. Atanassov, Veselina Bureva:
Interval Valued Intuitionistic Fuzzy Evaluations for Analysis of Students' Knowledge. 75-82 - Tihomir Videv, Sotir Sotirov, Boris Bozveliev:
Generalized Net Model of the Network for Automatic Turning and Setting the Lighting in the Room with Intuitionistic Fuzzy Estimations. 83-90 - Boris Bozveliev, Sotir Sotirov, Stanislav Simeonov, Tihomir Videv:
Generalized Net Model of Common Internet Payment Gateway with Intuitionistic Fuzzy Estimations. 91-98 - Krassimir T. Atanassov, Sotir Sotirov, Nora A. Angelova:
Intuitionistic Fuzzy Neural Networks with Interval Valued Intuitionistic Fuzzy Conditions. 99-106 - Peter Vassilev, Krassimir T. Atanassov:
Generalised Atanassov Intuitionistic Fuzzy Sets Are Actually Intuitionistic Fuzzy Sets. 107-117 - Bouchra Ben Amma, Said Melliani, Lalla Saadia Chadli:
The Numerical Solution of Intuitionistic Fuzzy Differential Equations by the Third Order Runge-Kutta Nyström Method. 119-132 - Hafida Atti, Bouchra Ben Amma, Said Melliani, Lalla Saadia Chadli:
Intuitionistic Fuzzy Linear Systems. 133-144 - R. Ettoussi, Said Melliani, Lalla Saadia Chadli:
Nonlocal Intuitionistic Fuzzy Differential Equation. 145-153
Metaheuristics: Theory and Applications
- Cinthia Peraza, Fevrier Valdez, Oscar Castillo:
Harmony Search with Dynamic Adaptation of Parameters for the Optimization of a Benchmark Controller. 157-168 - Yunkio Kawano, Fevrier Valdez, Oscar Castillo:
Evaluation of Parallel Exploration and Exploitation Capabilities in Two PSO Variants with Intra Communication. 169-184 - David de la O, Oscar Castillo, José Soria:
Chemical Reaction Algorithm to Control Problems. 185-193 - Héctor Joaquín Fraire Huacuja, Carlos Soto, Bernabé Dorronsoro, Claudia Gómez Santillán, Nelson Rangel-Valdez, Fausto A. Balderas-Jaramillo:
AMOSA with Analytical Tuning Parameters and Fuzzy Logic Controller for Heterogeneous Computing Scheduling Problem. 195-208
Medical Applications
- Eduardo Ramírez, Patricia Melin, German Prado-Arechiga:
A Modular Neural Network Approach for Cardiac Arrhythmia Classification. 211-223 - Ivette Miramontes, Patricia Melin, German Prado-Arechiga:
Particle Swarm Optimization of Modular Neural Networks for Obtaining the Trend of Blood Pressure. 225-236 - Sergio Varela-Santos, Patricia Melin:
Classification of X-Ray Images for Pneumonia Detection Using Texture Features and Neural Networks. 237-253 - Pilar Gómez-Gil, Daniela Reynoso-Armenta, Jorge Castro-Ramos, Juan Manuel Ramírez-Cortés, Vicente Alarcón Aquino:
Segmentation and Classification of Noisy Thermographic Images as an Aid for Identifying Risk Levels of Breast Cancer. 255-267
Robotic Applications
- Ulises Orozco-Rosas, Kenia Picos, Oscar Montiel:
Acceleration of Path Planning Computation Based on Evolutionary Artificial Potential Field for Non-static Environments. 271-297 - Cynthia Olvera, Yoshio Rubio, Oscar Montiel:
Multi-objective Evaluation of Deep Learning Based Semantic Segmentation for Autonomous Driving Systems. 299-311 - Prometeo Cortés-Antonio, Fevrier Valdez, Oscar Castillo, Patricia Melin:
Towards Tracking Trajectory of Planar Quadrotor Models. 313-323 - Enrique Ballinas, Oscar Montiel, Yoshio Rubio:
Autonomous Garage Parking of a Car-Like Robot Using a Fuzzy PD + I Controller. 325-338 - Leticia Luna-Lobano, Prometeo Cortés-Antonio, Oscar Castillo, Patricia Melin:
Analysis of P, PI, Fuzzy and Fuzzy PI Controllers for Control Position in Omnidirectional Robots. 339-353 - Eduardo Avelar, Oscar Castillo, José Soria:
Fuzzy Logic Controller with Fuzzylab Python Library and the Robot Operating System for Autonomous Robot Navigation: A Practical Approach. 355-369
Neural Networks Applications
- Alma Y. Alanis, Nancy Arana-Daniel, Carlos López-Franco, Jorge D. Rios:
Neural Evolutionary Predictive Control for Linear Induction Motors with Experimental Data. 373-389 - Yutzil Poma, Patricia Melin, Claudia I. González, Gabriela E. Martínez:
Filter Size Optimization on a Convolutional Neural Network Using FGSA. 391-403 - Sukey Nakasima-López, Mauricio A. Sanchez, Juan R. Castro:
Evaluation and Analysis of Performances of Different Heuristics for Optimal Tuning Learning on Mamdani Based Neuro-Fuzzy System. 405-429 - O. Alba-Cisneros, Andrés Espinal, G. López-Vázquez, Marco Aurelio Sotelo-Figueroa, Omar Jair Purata-Sifuentes, Valentín Calzada-Ledesma, R. A. Vázquez, Horacio Rostro-González:
Direct and Indirect Evolutionary Designs of Artificial Neural Networks. 431-443 - Blanca Verónica Zuñiga-Nuñez, Juan Martín Carpio, Marco Aurelio Sotelo-Figueroa, Jorge Alberto Soria-Alcaraz, Omar Jair Purata-Sifuentes, Manuel Ornelas, Alfonso Rojas Domínguez:
Studying Grammatical Evolution's Mapping Processes for Symbolic Regression Problems. 445-459
Optimization and Evolutionary Algorithms
- Teodoro Eduardo Macias-Escobar, Bernabé Dorronsoro, Laura Cruz Reyes, Nelson Rangel-Valdez, Claudia Gómez Santillán:
A Survey of Hyper-heuristics for Dynamic Optimization Problems. 463-477 - Daniel Adalberto Martínez Vega, Laura Cruz Reyes, Claudia Guadalupe Gómez Santillán, Fausto A. Balderas-Jaramillo, Marco Antonio Aguirre Lam:
The Dynamic Portfolio Selection Problem: Complexity, Algorithms and Empirical Analysis. 479-492 - Héctor Joaquín Fraire Huacuja, Eduardo Rodríguez del Angel, Juan Javier González Barbosa, Alejandro Estrada Padilla, María Lucila Morales-Rodríguez:
A Novel Dynamic Multi-objective Evolutionary Algorithm with an Adaptable Roulette for the Selection of Operators. 493-507 - Juan A. Montesino-Guerra, Héctor Puga, Juan Martín Carpio, Manuel Ornelas-Rodríguez, Alfonso Rojas Domínguez, Lucero Ortiz-Aguilar:
Combinatorial Designs on Constraint Satisfaction Problem (VRP). 509-526 - Carlos Juarez-Santini, Jorge Alberto Soria-Alcaraz, Marco Aurelio Sotelo-Figueroa, Velino Esteves-Jiménez:
Comparative Analysis of Multi-objective Metaheuristic Algorithms by Means of Performance Metrics to Continuous Problems. 527-548
Intelligent Agents
- Alejandro Platas-López, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Marcela Quiroz-Castellanos, Francisco Grimaldo, Mario Paolucci, Federico Cecconi:
Towards an Agent-Based Model for the Analysis of Macroeconomic Signals. 551-565 - Miguel A. Melgarejo:
Fuzzy Worlds and the Quest for Modeling Complex-Adaptive Systems. 567-579 - Jaime Salinas-Hernández, Mario García Valdez:
Procedural Generation of Levels for the Angry Birds Videogame Using Evolutionary Computation. 581-592 - Asya Stoyanova-Doycheva, Todorka Glushkova, Vanya Ivanova, Lyubka Doukovska, Stanimir Stoyanov:
A Multi-agent Environment Acting as a Personal Tourist Guide. 593-611
Pattern Recognition
- G. López-Vázquez, Andrés Espinal, Manuel Ornelas-Rodríguez, Jorge Alberto Soria-Alcaraz, Alfonso Rojas Domínguez, Héctor Puga, Juan Martín Carpio, Horacio Rostro-González:
Comparing Evolutionary Artificial Neural Networks from Second and Third Generations for Solving Supervised Classification Problems. 615-628 - Antonio Herrera-Acosta, Alfonso Rojas Domínguez, Juan Martín Carpio, Manuel Ornelas-Rodríguez, Héctor Puga:
Gegenbauer-Based Image Descriptors for Visual Scene Recognition. 629-643 - Juan Carlos Moreno-Rodríguez, Juan Manuel Ramírez-Cortés, René Arechiga-Martínez, Pilar Gómez-Gil, Juan Carlos Atenco-Vázquez:
Bimodal Biometrics Using EEG-Voice Fusion at Score Level Based on Hidden Markov Models. 645-657 - Viviana Yarel Rosales-Morales, Nicandro Cruz-Ramírez, Laura Nely Sánchez-Morales, Giner Alor-Hernández, Marcela Quiroz-Castellanos, Efrén Mezura-Montes:
Towards a Quantitative Identification of Mobile Social Media UIDPs' Visual Features Using a Combination of Digital Image Processing and Machine Learning Techniques. 659-674 - Mario Ignacio Chacon Murguia, Carlos E. Cañedo-Figueroa, Juan A. Ramirez-Quintana:
Fuzzy Modular Neural Model for Blinking Coding Detection and Classification for Linguistic Expression Recognition. 675-689
Hybrid Intelligent Systems
- Sonakshi Vij, Amita Jain, Devendra K. Tayal:
A Genetic Algorithm Based Approach for Word Sense Disambiguation Using Fuzzy WordNet Graphs. 693-701 - Grigori Sidorov, Rodolfo A. Pazos Rangel, José A. Martínez F., Juan Martín Carpio, Alan G. Aguirre L.:
Configuration Module for Treating Design Anomalies in Databases for a Natural Language Interface to Databases. 703-714 - José A. Martínez F., Rodolfo A. Pazos Rangel, Héctor Puga, Juana Gaspar H.:
Development of a Virtual View for Processing Complex Natural Language Queries. 715-725 - Raúl Navarro-Almanza, Reyes Juárez-Ramírez, Guillermo Licea, Juan R. Castro:
Automated Ontology Extraction from Unstructured Texts using Deep Learning. 727-755 - Josué Cuevas, Alberto Ochoa, Juan Luis Hernández, José Mejía, Liliana Avelar Sosa, Boris Mederos:
Implementation of a Multicriteria Analysis Model to Determine Anthropometric Characteristics of an Optimal Helmet of an Italian Scooter. 757-770 - José Mejía, Alberto Ochoa, Boris Mederos:
Improving Segmentation of Liver Tumors Using Deep Learning. 771-780 - Gabriela E. Martínez, Patricia Melin:
Intuitionistic Fuzzy Sugeno Integral for Face Recognition. 781-792
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