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17th MICAI 2018: Guadalajara, Mexico - Volume 1
- Ildar Z. Batyrshin, María de Lourdes Martínez-Villaseñor, Hiram Eredín Ponce Espinosa:
Advances in Soft Computing - 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22-27, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11288, Springer 2018, ISBN 978-3-030-04490-9
Evolutionary and Nature-Inspired Intelligence
- María de Lourdes Martínez-Villaseñor
, Hiram Ponce, Jose Antonio Marmolejo Saucedo
A Genetic Algorithm to Solve Power System Expansion Planning with Renewable Energy. 3-17 - Jimena Timaná, Carlos Cobos
Memetic Algorithm for Constructing Covering Arrays of Variable Strength Based on Global-Best Harmony Search and Simulated Annealing. 18-32 - Virginia Yannibelli:
An Adaptive Hybrid Evolutionary Approach for a Project Scheduling Problem that Maximizes the Effectiveness of Human Resources. 33-49 - Luis A. Márquez-Vega
Universal Swarm Optimizer for Multi-objective Functions. 50-61 - Jesús Jaime Moreno Escobar
Broadcasting and Sharing of Parameters in an IoT Network by Means of a Fractal of Hilbert Using Swarm Intelligence. 62-75 - Katya Rodríguez-Vázquez, Beatriz Aurora Garro Licon, Elizabeth Alma Mancera-Galván:
Solid Waste Collection in Ciudad Universitaria-UNAM Using a VRP Approach and Max-Min Ant System Algorithm. 76-85 - Flor Alejandra Romero-Montiel, Katya Rodríguez-Vázquez:
Selection of Characteristics and Classification of DNA Microarrays Using Bioinspired Algorithms and the Generalized Neuron. 86-97 - Joel García, Erik Zamora, Humberto Sossa:
Supervised and Unsupervised Neural Networks: Experimental Study for Anomaly Detection in Electrical Consumption. 98-109 - Carlos Daniel Virgilio Gonzalez
Artificial Neural Networks and Common Spatial Patterns for the Recognition of Motor Information from EEG Signals. 110-122 - Carlos Daniel Virgilio Gonzalez
Classification of Motor Imagery EEG Signals with CSP Filtering Through Neural Networks Models. 123-135 - Rubén Hernández Pérez, Ruslan F. Gabbasov
Efficiency Analysis of Particle Tracking with Synthetic PIV Using SOM. 136-153
Machine Learning
- Angel Kuri-Morales:
Transforming Mixed Data Bases for Machine Learning: A Case Study. 157-170 - Ángel Díaz-Pacheco
Full Model Selection in Huge Datasets and for Proxy Models Construction. 171-182 - Román-Flores Mariana Alelhí, Guillermo Santamaría Bonfil, Lorena Díaz-González
Single Imputation Methods Applied to a Global Geothermal Database. 183-194 - Andrea Burgos-Madrigal
Feature Selection for Automatic Classification of Gamma-Ray and Background Hadron Events with Different Noise Levels. 195-204 - Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa
Ranking Based Unsupervised Feature Selection Methods: An Empirical Comparative Study in High Dimensional Datasets. 205-218 - Simone B. K. Aires
Dynamic Selection Feature Extractor for Trademark Retrieval. 219-231 - Ricardo Benítez-Jimenez, Eduardo F. Morales, Hugo Jair Escalante:
Bayesian Chain Classifier with Feature Selection for Multi-label Classification. 232-243 - Joel Suárez-Cansino, Anilu Franco-Arcega
A Time Complexity Analysis to the ParDTLT Parallel Algorithm for Decision Tree Induction. 244-256 - Bálint Daróczy, Frederick Ayala-Gómez
Infrequent Item-to-Item Recommendation via Invariant Random Fields. 257-275 - Octavio Loyola-González, Raúl Monroy
An Approach Based on Contrast Patterns for Bot Detection on Web Log Files. 276-285 - Marcelo Gabriel Armentano, Ariel Monteserin
User Recommendation in Low Degree Networks with a Learning-Based Approach. 286-298 - Jose Eduardo Gomez, David Camilo Corrales
Volcanic Anomalies Detection Through Recursive Density Estimation. 299-314 - Cristian Valencia-Payan
A Rainfall Prediction Tool for Sustainable Agriculture Using Random Forest. 315-326 - Mario Solarte, Raúl V. Ramírez-Velarde, Carlos Alario-Hoyos
Kolb's Learning Styles, Learning Activities and Academic Performance in a Massive Private Online Course. 327-341 - Guillermina Vivar-Estudillo, Mario Alberto Ibarra-Manzano
Tremor Signal Analysis for Parkinson's Disease Detection Using Leap Motion Device. 342-353
Fuzzy Logic and Uncertainty Management
- Margarita Knyazeva
Modeling Decisions for Project Scheduling Optimization Problem Based on Type-2 Fuzzy Numbers. 357-368 - Patricia Ochoa
Differential Evolution Algorithm Using a Dynamic Crossover Parameter with High-Speed Interval Type 2 Fuzzy System. 369-378 - Alexander V. Bozhenyuk
Allocation Centers Problem on Fuzzy Graphs with Largest Vitality Degree. 379-390 - Yanela Rodríguez Alvarez, Rafael Bello Pérez, Yailé Caballero Mota, Yaima Filiberto Cabrera
Fuzzy Design of Nearest Prototype Classifier. 391-400 - Cinthia Peraza
A Fuzzy Harmony Search Algorithm for the Optimization of a Benchmark Set of Functions. 401-412 - Hamid Jamalinia, Zahra Alizadeh, Samad Nejatian, Hamid Parvin
An Innovative and Improved Mamdani Inference (IMI) Method. 413-422 - Virgilio López-Morales
A General Method for Consistency Improving in Decision-Making Under Uncertainty. 423-434
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