Advances in Soft Computing: 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Guadalajara, Mexico, October 22–27, 2018, Proceedings, Part I

Front Matter ....Pages I-XXIII
Front Matter ....Pages 1-1
 A Genetic Algorithm to Solve Power System Expansion Planning with Renewable Energy  (Lourdes Martínez-Villaseñor, Hiram Ponce, José Antonio Marmolejo, Juan Manuel Ramírez, Agustina Hernández)....Pages 3-17
 Memetic Algorithm for Constructing Covering Arrays of Variable Strength Based on Global-Best Harmony Search and Simulated Annealing  (Jimena Timaná, Carlos Cobos, Jose Torres-Jimenez)....Pages 18-32
 An Adaptive Hybrid Evolutionary Approach for a Project Scheduling Problem that Maximizes the Effectiveness of Human Resources  (Virginia Yannibelli)....Pages 33-49
 Universal Swarm Optimizer for Multi-objective Functions  (Luis A. Márquez-Vega, Luis M. Torres-Treviño)....Pages 50-61
 Broadcasting and Sharing of Parameters in an IoT Network by Means of a Fractal of Hilbert Using Swarm Intelligence  (Jaime Moreno, Oswaldo Morales, Ricardo Tejeida, Juan Posadas)....Pages 62-75
 Solid Waste Collection in Ciudad Universitaria-UNAM Using a VRP Approach and Max-Min Ant System Algorithm  (Katya Rodriguez-Vazquez, Beatriz Aurora Garro, Elizabeth Mancera)....Pages 76-85
 Selection of Characteristics and Classification of DNA Microarrays Using Bioinspired Algorithms and the Generalized Neuron  (Flor Alejandra Romero-Montiel, Katya Rodríguez-Vázquez)....Pages 86-97
 Supervised and Unsupervised Neural Networks: Experimental Study for Anomaly Detection in Electrical Consumption  (Joel García, Erik Zamora, Humberto Sossa)....Pages 98-109
 Artificial Neural Networks and Common Spatial Patterns for the Recognition of Motor Information from EEG Signals  (Carlos Daniel Virgilio Gonzalez, Juan Humberto Sossa Azuela, Javier M. Antelis)....Pages 110-122
 Classification of Motor Imagery EEG Signals with CSP Filtering Through Neural Networks Models  (Carlos Daniel Virgilio Gonzalez, Juan Humberto Sossa Azuela, Elsa Rubio Espino, Victor H. Ponce Ponce)....Pages 123-135
 Efficiency Analysis of Particle Tracking with Synthetic PIV Using SOM  (Rubén Hernández-Pérez, Ruslan Gabbasov, Joel Suárez-Cansino, Virgilio López-Morales, Anilú Franco-Árcega)....Pages 136-153
Front Matter ....Pages 155-155
 Transforming Mixed Data Bases for Machine Learning: A Case Study  (Angel Kuri-Morales)....Pages 157-170
 Full Model Selection in Huge Datasets and for Proxy Models Construction  (Angel Díaz-Pacheco, Carlos Alberto Reyes-García)....Pages 171-182
 Single Imputation Methods Applied to a Global Geothermal Database  (Román-Flores Mariana Alelhí, Santamaría-Bonfil Guillermo, Díaz-González Lorena, Arroyo-Figueroa Gustavo)....Pages 183-194
 Feature Selection for Automatic Classification of Gamma-Ray and Background Hadron Events with Different Noise Levels  (Andrea Burgos-Madrigal, Ariel Esaú Ortiz-Esquivel, Raquel Díaz-Hernández, Leopoldo Altamirano-Robles)....Pages 195-204
 Ranking Based Unsupervised Feature Selection Methods: An Empirical Comparative Study in High Dimensional Datasets  (Saúl Solorio-Fernández, J. Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad)....Pages 205-218
 Dynamic Selection Feature Extractor for Trademark Retrieval  (Simone B. K. Aires, Cinthia O. A. Freitas, Mauren L. Sguario)....Pages 219-231
 Bayesian Chain Classifier with Feature Selection for Multi-label Classification  (Ricardo Benítez Jiménez, Eduardo F. Morales, Hugo Jair Escalante)....Pages 232-243
 A Time Complexity Analysis to the ParDTLT Parallel Algorithm for Decision Tree Induction  (Joel Suárez-Cansino, Anilú Franco-Árcega, Linda Gladiola Flores-Flores, Virgilio López-Morales, Ruslan Gabbasov)....Pages 244-256
 Infrequent Item-to-Item Recommendation via Invariant Random Fields  (Bálint Daróczy, Frederick Ayala-Gómez, András Benczúr)....Pages 257-275
 An Approach Based on Contrast Patterns for Bot Detection on Web Log Files  (Octavio Loyola-González, Raúl Monroy, Miguel Angel Medina-Pérez, Bárbara Cervantes, José Ernesto Grimaldo-Tijerina)....Pages 276-285
 User Recommendation in Low Degree Networks with a Learning-Based Approach  (Marcelo G. Armentano, Ariel Monteserin, Franco Berdun, Emilio Bongiorno, Luis María Coussirat)....Pages 286-298
 Volcanic Anomalies Detection Through Recursive Density Estimation  (Jose Eduardo Gomez, David Camilo Corrales, Emmanuel Lasso, Jose Antonio Iglesias, Juan Carlos Corrales)....Pages 299-314
 A Rainfall Prediction Tool for Sustainable Agriculture Using Random Forest  (Cristian Valencia-Payan, Juan Carlos Corrales)....Pages 315-326
 Kolb's Learning Styles, Learning Activities and Academic Performance in a Massive Private Online Course  (Mario Solarte, Raúl Ramírez-Velarde, Carlos Alario-Hoyos, Gustavo Ramírez-González, Hugo Ordóñez-Eraso)....Pages 327-341
 Tremor Signal Analysis for Parkinson’s Disease Detection Using Leap Motion Device  (Guillermina Vivar-Estudillo, Mario-Alberto Ibarra-Manzano, Dora-Luz Almanza-Ojeda)....Pages 342-353
Front Matter ....Pages 355-355
 Modeling Decisions for Project Scheduling Optimization Problem Based on Type-2 Fuzzy Numbers  (Margarita Knyazeva, Alexander Bozhenyuk, Janusz Kacprzyk)....Pages 357-368
 Differential Evolution Algorithm Using a Dynamic Crossover Parameter with High-Speed Interval Type 2 Fuzzy System  (Patricia Ochoa, Oscar Castillo, José Soria, Prometeo Cortes-Antonio)....Pages 369-378
 Allocation Centers Problem on Fuzzy Graphs with Largest Vitality Degree  (Alexander Bozhenyuk, Stanislav Belyakov, Margarita Knyazeva, Janusz Kacprzyk)....Pages 379-390
 Fuzzy Design of Nearest Prototype Classifier  (Yanela Rodríguez Alvarez, Rafael Bello Pérez, Yailé Caballero Mota, Yaima Filiberto Cabrera, Yumilka Fernández Hernández, Mabel Frias Dominguez)....Pages 391-400
 A Fuzzy Harmony Search Algorithm for the Optimization of a Benchmark Set of Functions  (Cinthia Peraza, Fevrier Valdez, Oscar Castillo, Patricia Melin)....Pages 401-412
 An Innovative and Improved Mamdani Inference (IMI) Method  (Hamid Jamalinia, Zahra Alizadeh, Samad Nejatian, Hamid Parvin, Vahideh Rezaie)....Pages 413-422
 A General Method for Consistency Improving in Decision-Making Under Uncertainty  (Virgilio López-Morales, Joel Suárez-Cansino, Ruslan Gabbasov, Anilu Franco Arcega)....Pages 423-434
Back Matter ....Pages 435-437