Advances in Soft Computing: 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, Enseneda, Mexico, October 23-28, 2017, Proceedings, Part I

Front Matter ....Pages I-XXV
Front Matter ....Pages 1-1
 Versatility of Artificial Hydrocarbon Networks for Supervised Learning  (Hiram Ponce, Ma Lourdes Martínez-Villaseñor)....Pages 3-16
 Human Activity Recognition on Mobile Devices Using Artificial Hydrocarbon Networks  (Hiram Ponce, Guillermo González, Luis Miralles-Pechuán, Ma Lourdes Martínez-Villaseñor)....Pages 17-29
 Road Perspective Depth Reconstruction from Single Images Using Reduce-Refine-Upsample CNNs  (José E. Valdez-Rodríguez, Hiram Calvo, Edgardo M. Felipe-Riverón)....Pages 30-40
 Fast Learning for Accurate Object Recognition Using a Pre-trained Deep Neural Network  (Víctor Lobato-Ríos, Ana C. Tenorio-Gonzalez, Eduardo F. Morales)....Pages 41-53
 Introducing a Classification Model Based on SVM for Network Intrusion Detection  (Ghodratolah Dastfal, Samad Nejatian, Hamid Parvin, Vahideh Rezaie)....Pages 54-66
Front Matter ....Pages 67-67
 On the Many-Objective Pickup and Delivery Problem: Analysis of the Performance of Three Evolutionary Algorithms  (Abel García-Nájera, Antonio López-Jaimes, Saúl Zapotecas-Martínez)....Pages 69-81
 An Evolutive Scoring Method for Cloud Computing Provider Selection Based on Performance Indicators  (Lucas Borges de Moraes, Adriano Fiorese, Rafael Stubs Parpinelli)....Pages 82-94
 A Fast and Efficient Method for #2SAT via Graph Transformations  (Marco A. López, J. Raymundo Marcial-Romero, Guillermo De Ita, Rosa M. Valdovinos)....Pages 95-106
 AL-DDoS Attack Detection Optimized with Genetic Algorithms  (Jan Quequezana-Buendia, Julio Santisteban)....Pages 107-117
 A Quartile-Based Hyper-heuristic for Solving the 0/1 Knapsack Problem  (Fernando Gómez-Herrera, Rodolfo A. Ramirez-Valenzuela, José Carlos Ortiz-Bayliss, Ivan Amaya, Hugo Terashima-Marín)....Pages 118-128
 Extending the Pareto-Dominance Based MOEAs Framework for Overlapping Community Detection  (Darian Horacio Grass-Boada, Airel Pérez-Suárez, Rafael Bello, Alejandro Rosete)....Pages 129-141
 New Advances in the Development of a Thermodynamic Equilibrium-Inspired Metaheuristic  (Broderick Crawford, Ricardo Soto, Enrique Cortés)....Pages 142-153
 Comparative Analysis of MOGBHS with Other State-of-the-Art Algorithms for Multi-objective Optimization Problems  (Cristian Ordoñez, Edgar Ruano, Carlos Cobos, Hugo Ordoñez, Armando Ordoñez)....Pages 154-170
Front Matter ....Pages 171-171
 Global Maximum Power Point Tracking Based on Intelligent Approach for Photovoltaic System Under Partial Shading Conditions  (Moulay Rachid Douiri, Sidi Mohamed Douiri)....Pages 173-184
 Automatic Closed Modeling of Multiple Variable Systems Using Soft Computation  (Angel Kuri-Morales, Alejandro Cartas-Ayala)....Pages 185-196
 Fuzzy Cognitive Maps Reasoning with Words Based on Triangular Fuzzy Numbers  (Mabel Frias, Yaima Filiberto, Gonzalo Nápoles, Yadira García-Socarrás, Koen Vanhoof, Rafael Bello)....Pages 197-207
 A Fuzzy Approach for Recommending Problems to Solve in Programming Online Judges  (Raciel Yera, Yailé Caballero)....Pages 208-220
 A Fuzzy-Based Approach for Selecting Technically Qualified Distributed Software Development Teams  (Vinicius Souza, Gledson Elias)....Pages 221-235
 Smart Selection of Materials for Product Prototype Fabrication  (Francisco Torres, Leticia Neira, Luis M. Torres-Treviño)....Pages 236-242
Front Matter ....Pages 243-243
 A Comparative Study of Harmony Search Algorithms for Improving the Training Process of Extreme Learning Machines  (Daniel Pusil, Carlos Cobos, Martha Mendoza)....Pages 245-256
 A Survey of Machine Learning Approaches for Age Related Macular Degeneration Diagnosis and Prediction  (Antonieta Martínez-Velasco, Lourdes Martínez-Villaseñor)....Pages 257-266
 Outliers and the Simpson’s Paradox  (Eduarda Portela, Rita P. Ribeiro, João Gama)....Pages 267-278
 Full Model Selection in Big Data  (Angel Díaz-Pacheco, Jesús A. Gonzalez-Bernal, Carlos Alberto Reyes-García, Hugo Jair Escalante-Balderas)....Pages 279-289
 A Case-Based Reasoning Framework for Clinical Decision Making  (Ivett E. Fuentes Herrera, Beatriz Valdés Pérez, María M. García Lorenzo, Leticia Arco García, Mabel M. Herrera González, Rolando de la C. Fuentes Morales)....Pages 290-301
 The Use of Artificial Intelligence for the Intrusion Detection System in Computer Networks  (Santiago Yip Ortuño, José Alberto Hernández Aguilar, Blanca Taboada, Carlos Alberto Ochoa Ortiz, Miguel Pérez Ramírez, Gustavo Arroyo Figueroa)....Pages 302-312
 Jeffrey Divergence Applied to Docking Virtual  (Mauricio Martínez-Medina, Miguel González-Mendoza, Oscar Herrera-Alcántara)....Pages 313-324
 Towards a Classification of Binary Similarity Measures  (Ivan Ramirez Mejia, Ildar Batyrshin)....Pages 325-335
 Ranking Association Rules by Clustering Through Interestingness  (Veronica Oliveira de Carvalho, Davi Duarte de Paula, Mateus Violante Pacheco, Waldeilson Eder dos Santos, Renan de Padua, Solange Oliveira Rezende)....Pages 336-351
 An Approach for Automatic Discovery, Composition and Invocation of Semantics Web Services for Data Mining  (Társis Marinho, Michel Miranda, Heitor Barros, Evandro Costa, Patrick Brito)....Pages 352-364
Back Matter ....Pages 365-367