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ORCIDNature-Inspired Design of Hybrid Intelligent Systems 2017
- Patricia Melin, Oscar Castillo, Janusz Kacprzyk:
Nature-Inspired Design of Hybrid Intelligent Systems. Studies in Computational Intelligence 667, Springer 2017, ISBN 978-3-319-47053-5
Type-2 and Intuitionistic Fuzzy Logic
- Claudia I. González
, Patricia Melin, Juan R. Castro, Olivia Mendoza, Oscar Castillo:
General Type-2 Fuzzy Edge Detection in the Preprocessing of a Face Recognition System. 3-18 - Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro:
An Overview of Granular Computing Using Fuzzy Logic Systems. 19-38 - Fernando Gaxiola, Patricia Melin, Fevrier Valdez, Juan R. Castro:
Optimization of Type-2 and Type-1 Fuzzy Integrator to Ensemble Neural Network with Fuzzy Weights Adjustment. 39-61 - Elid Rubio, Oscar Castillo:
Interval Type-2 Fuzzy Possibilistic C-Means Optimization Using Particle Swarm Optimization. 63-78 - Gabriela E. Martínez, Olivia Mendoza, Juan R. Castro, Patricia Melin, Oscar Castillo:
Choquet Integral and Interval Type-2 Fuzzy Choquet Integral for Edge Detection. 79-97 - Quetzali Madera, Oscar Castillo, Mario García Valdez, Alejandra Mancilla:
Bidding Strategies Based on Type-1 and Interval Type-2 Fuzzy Systems for Google AdWords Advertising Campaigns. 99-113 - Amaury Hernandez-Aguila, Mario García Valdez, Oscar Castillo:
On the Graphical Representation of Intuitionistic Membership Functions for Its Use in Intuitionistic Fuzzy Inference Systems. 115-126 - Beatriz González, Fevrier Valdez, Patricia Melin:
A Gravitational Search Algorithm Using Type-2 Fuzzy Logic for Parameter Adaptation. 127-138
Neural Networks Theory and Applications
- Jesus Soto, Patricia Melin, Oscar Castillo:
Particle Swarm Optimization of the Fuzzy Integrators for Time Series Prediction Using Ensemble of IT2FNN Architectures. 141-158 - Magdiel Jiménez-Guarneros, Pilar Gómez-Gil, Rigoberto Fonseca-Delgado, Manuel Ramírez-Cortés, Vicente Alarcón Aquino:
Long-Term Prediction of a Sine Function Using a LSTM Neural Network. 159-173 - Mario Ignacio Chacon Murguia, Luis E. Guerra-Fernandez, Hector Erives:
UAV Image Segmentation Using a Pulse-Coupled Neural Network for Land Analysis. 175-185 - Jonathan Amezcua, Patricia Melin:
Classification of Arrhythmias Using Modular Architecture of LVQ Neural Network and Type 2 Fuzzy Logic. 187-194 - Martha Pulido, Patricia Melin, German Prado-Arechiga:
A New Method Based on Modular Neural Network for Arterial Hypertension Diagnosis. 195-205 - Juan Carlos Sánchez-Diaz, Juan Manuel Ramírez-Cortés, Pilar Gómez-Gil, Jose de Jesus Rangel-Magdaleno, Israel Cruz-Vega, Hayde Peregrina-Barreto:
Spectral Characterization of Content Level Based on Acoustic Resonance: Neural Network and Feedforward Fuzzy Net Approaches. 207-224 - Daniela Sánchez, Patricia Melin, Juan Martín Carpio Valadez, Héctor Puga:
Comparison of Optimization Techniques for Modular Neural Networks Applied to Human Recognition. 225-241 - Eduardo Méndez, Omar Lugo, Patricia Melin:
A Competitive Modular Neural Network for Long-Term Time Series Forecasting. 243-254
Fuzzy Metaheuristics
- Patricia Ochoa, Oscar Castillo, José Soria:
Differential Evolution Using Fuzzy Logic and a Comparative Study with Other Metaheuristics. 257-268 - Cinthia Peraza, Fevrier Valdez, Oscar Castillo:
An Adaptive Fuzzy Control Based on Harmony Search and Its Application to Optimization. 269-283 - Carlos Soto, Fevrier Valdez, Oscar Castillo:
A Review of Dynamic Parameter Adaptation Methods for the Firefly Algorithm. 285-295 - Eduardo Méndez, Oscar Castillo, José Soria, Ali Sadollah:
Fuzzy Dynamic Adaptation of Parameters in the Water Cycle Algorithm. 297-311 - Juan Barraza, Patricia Melin, Fevrier Valdez, Claudia I. González:
Fireworks Algorithm (FWA) with Adaptation of Parameters Using Fuzzy Logic. 313-327 - Emer Bernal, Oscar Castillo, José Soria:
Imperialist Competitive Algorithm with Dynamic Parameter Adaptation Applied to the Optimization of Mathematical Functions. 329-341 - Jonathan Pérez, Fevrier Valdez, Oscar Castillo:
Modification of the Bat Algorithm Using Type-2 Fuzzy Logic for Dynamical Parameter Adaptation. 343-355 - Luis Valenzuela, Fevrier Valdez, Patricia Melin:
Flower Pollination Algorithm with Fuzzy Approach for Solving Optimization Problems. 357-369 - Luis Rodríguez, Oscar Castillo, José Soria:
A Study of Parameters of the Grey Wolf Optimizer Algorithm for Dynamic Adaptation with Fuzzy Logic. 371-390 - Frumen Olivas, Fevrier Valdez, Oscar Castillo:
Gravitational Search Algorithm with Parameter Adaptation Through a Fuzzy Logic System. 391-405
Metaheuristic Applications
- Martha Pulido, Patricia Melin, Olivia Mendoza:
Particle Swarm Optimization of Ensemble Neural Networks with Type-1 and Type-2 Fuzzy Integration for the Taiwan Stock Exchange. 409-421 - Alfonso Uriarte, Patricia Melin, Fevrier Valdez:
A New Hybrid PSO Method Applied to Benchmark Functions. 423-430 - Cecilia Leal Ramírez, Héctor Echavarría-Heras, Oscar Castillo, Elia Montiel-Arzate:
On the Use of Parallel Genetic Algorithms for Improving the Efficiency of a Monte Carlo-Digital Image Based Approximation of Eelgrass Leaf Area I: Comparing the Performances of Simple and Master-Slaves Structures. 431-455 - Alberto Ochoa, Karina Juárez-Casimiro, Tannya Olivier, Raymundo Camarena, Irving Vázquez:
Social Spider Algorithm to Improve Intelligent Drones Used in Humanitarian Disasters Related to Floods. 457-476 - Ulises Orozco-Rosas, Oscar Montiel, Roberto Sepúlveda:
An Optimized GPU Implementation for a Path Planning Algorithm Based on Parallel Pseudo-bacterial Potential Field. 477-492 - Carlos Sepúlveda, Oscar Montiel, José M. Cornejo-Bravo, Roberto Sepúlveda:
Estimation of Population Pharmacokinetic Parameters Using a Genetic Algorithm. 493-503 - David de la O, Oscar Castillo, Jose Soria:
Optimization of Reactive Control for Mobile Robots Based on the CRA Using Type-2 Fuzzy Logic. 505-515
Fuzzy Logic Applications
- Emanuel Ontiveros-Robles, José González Vázquez, Juan R. Castro, Oscar Castillo:
A FPGA-Based Hardware Architecture Approach for Real-Time Fuzzy Edge Detection. 519-540 - Ivette Miramontes, Gabriela E. Martinez, Patricia Melin, German Prado-Arechiga:
A Hybrid Intelligent System Model for Hypertension Diagnosis. 541-550 - Leticia Amador-Angulo, Oscar Castillo:
Comparative Analysis of Designing Differents Types of Membership Functions Using Bee Colony Optimization in the Stabilization of Fuzzy Controllers. 551-571 - Juan Carlos Guzman, Patricia Melin, German Prado-Arechiga:
Neuro-Fuzzy Hybrid Model for the Diagnosis of Blood Pressure. 573-582 - Yoshio Rubio, Oscar Montiel, Roberto Sepúlveda:
Microcalcification Detection in Mammograms Based on Fuzzy Logic and Cellular Automata. 583-602 - Nataly Duarte, Luis T. Aguilar, Oscar Castillo:
Sensor Less Fuzzy Logic Tracking Control for a Servo System with Friction and Backlash. 603-613
Optimization: Theory and Applications
- Marco Aurelio Sotelo-Figueroa, Arturo Hernández Aguirre, Andrés Espinal, Jorge Alberto Soria-Alcaraz:
Differential Evolution with Self-adaptive Gaussian Perturbation. 617-629 - Camilo Caraveo, Fevrier Valdez, Oscar Castillo:
Optimization Mathematical Functions for Multiple Variables Using the Algorithm of Self-defense of the Plants. 631-640 - Daniel Martínez-Vega, Patricia Sanchez, Guadalupe Castilla Valdez, Eduardo Fernández, Laura Cruz Reyes, Claudia Gómez Santillán, Enith Martinez:
Evaluation of the Evolutionary Algorithms Performance in Many-Objective Optimization Problems Using Quality Indicators. 641-653 - Marco Aurelio Sotelo-Figueroa, Héctor José Puga Soberanes, Juan Martín Carpio Valadez, Héctor Joaquín Fraire Huacuja, Laura Cruz Reyes, Jorge Alberto Soria-Alcaraz, Andrés Espinal:
Generating Bin Packing Heuristic Through Grammatical Evolution Based on Bee Swarm Optimization. 655-671 - Héctor Joaquín Fraire Huacuja, Norberto Castillo-García, Mario César López Locés, José Antonio Martínez Flores, Rodolfo A. Pazos Rangel, Juan Javier González Barbosa, Juan Martín Carpio Valadez:
Integer Linear Programming Formulation and Exact Algorithm for Computing Pathwidth. 673-686 - Jorge Alberto Soria-Alcaraz, Gabriela Ochoa, Marco Aurelio Sotelo-Figueroa, Martín Carpio, Héctor Puga:
Iterated VND Versus Hyper-heuristics: Effective and General Approaches to Course Timetabling. 687-700 - Héctor Joaquín Fraire Huacuja, Juan Frausto Solís, Jesús David Terán Villanueva, José Carlos Soto Monterrubio, Juan Javier González Barbosa, Guadalupe Castilla Valdez:
AMOSA with Analytical Tuning Parameters for Heterogeneous Computing Scheduling Problem. 701-711 - Lucero de Montserrat Ortiz-Aguilar, Martín Carpio, Héctor Puga, Jorge Alberto Soria-Alcaraz, Manuel Ornelas-Rodríguez, Carlos Lino Ramírez:
Increase Methodology of Design of Course Timetabling Problem for Students, Classrooms, and Teachers. 713-728 - Héctor Joaquín Fraire Huacuja, Mario César López Locés, Norberto Castillo-García, Johnatan E. Pecero, Rodolfo A. Pazos Rangel:
Solving the Cut Width Optimization Problem with a Genetic Algorithm Approach. 729-738
Hybrid Intelligent Systems
- Laura Cruz Reyes, César Medina Trejo, María Lucila Morales-Rodríguez, Claudia Guadalupe Gómez Santillán, Teodoro Eduardo Macias-Escobar, César Alejandro Guerrero-Nava, Mercedes Pérez Villafuerte:
A Dialogue Interaction Module for a Decision Support System Based on Argumentation Schemes to Public Project Portfolio. 741-756 - Juan Javier González Barbosa, Juan Frausto Solís, Jesús David Terán Villanueva, Guadalupe Mora Castilla V., Rogelio Florencia Juárez, Lucía Janeth Hernández González, Martha B. Mojica Mata:
Implementation of an Information Retrieval System Using the Soft Cosine Measure. 757-766 - Fausto Balderas, Eduardo Fernández, Claudia Gómez Santillán, Laura Cruz Reyes, Nelson Rangel-Valdez:
TOPSIS-Grey Method Applied to Project Portfolio Problem. 767-774 - Valentín Calzada-Ledesma, Héctor José Puga Soberanes, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Juan Martín Carpio Valadez, Claudia Guadalupe Gómez Santillán:
Comparing Grammatical Evolution's Mapping Processes on Feature Generation for Pattern Recognition Problems. 775-785 - Luis Carlos Padierna, Martín Carpio, Alfonso Rojas Domínguez, Héctor Puga, Rosario Baltazar, Héctor J. Fraire H.:
Hyper-Parameter Tuning for Support Vector Machines by Estimation of Distribution Algorithms. 787-800 - Daniel Azpeitia, Alberto Ochoa-Zezzatti, Judith Cavazos:
Viral Analysis on Virtual Communities: A Comparative of Tweet Measurement Systems. 801-808 - Alberto Ochoa, Saúl González, Emmanuel Moriel, Julio Arreola, Fernando García:
Improving Decision-Making in a Business Simulator Using TOPSIS Methodology for the Establishment of Reactive Stratagems. 809-819 - Denisse Hidalgo, Patricia Melin, Juan R. Castro:
Non-singleton Interval Type-2 Fuzzy Systems as Integration Methods in Modular Neural Networks Used Genetic Algorithms to Design. 821-838
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