15th Mexican International Conference on Artificial Intelligence, MICAI 2016 : Cancún, Mexico, October 23-28, 2016 : proceedingsnPart 2, Advances in soft computing

Front Matter ....Pages I-XXVII
Front Matter ....Pages 1-1
 Normality from Monte Carlo Simulation for Statistical Validation of Computer Intensive Algorithms  (Angel Fernando Kuri-Morales, Ignacio López-Peña)....Pages 3-14
 Are Android Smartphones Ready to Locally Execute Intelligent Algorithms?  (M. Ricardo Carlos, Fernando Martínez, Raymundo Cornejo, Luis C. González)....Pages 15-25
Front Matter ....Pages 27-27
 Large Scale Reasoning Using Allen’s Interval Algebra  (Matthew Mantle, Sotirios Batsakis, Grigoris Antoniou)....Pages 29-41
 Towards the Distributed Logic Programming of Intelligent Visual Surveillance Applications  (Alexei A. Morozov, Olga S. Sushkova, Alexander F. Polupanov)....Pages 42-53
 An Efficient Expert System for Diabetes with a Bayesian Inference Engine  (Viridiana Cruz-Gutiérrez, Mario Alberto Posada-Zamora, Abraham Sánchez-López)....Pages 54-64
 iEnsemble: A Framework for Committee Machine Based on Multiagent Systems with Reinforcement Learning  (Arnoldo Uber Junior, Paulo José de Freitas Filho, Ricardo Azambuja Silveira, Mariana Dehon Costa e Lima, Rodolfo Wilvert Reitz)....Pages 65-80
 Exploring Complex Networks with Failure-Prone Agents  (Arles Rodríguez, Jonatan Gómez, Ada Diaconescu)....Pages 81-98
 On the Conception of Intelligent Power Plants Based on Multiple Agent Systems  (Raul Garduno-Ramirez, Mónica Borunda)....Pages 99-114
Front Matter ....Pages 115-115
 Author Profiling with Doc2vec Neural Network-Based Document Embeddings  (Ilia Markov, Helena Gómez-Adorno, Juan-Pablo Posadas-Durán, Grigori Sidorov, Alexander Gelbukh)....Pages 117-131
 Neural Network Modelling for Dissolved Oxygen Effects in Extensive Litopenaeus Vannamei Culture  (José Juan Carbajal-Hernández, Luis Pastor Sánchez-Fernández)....Pages 132-140
 Neural-Network Based Algorithm for Algae Detection in Automatic Inspection of Underwater Pipelines  (Edgar Medina, Mariane Rembold Petraglia, José Gabriel Rodriguez Carneiro Gomes)....Pages 141-148
Front Matter ....Pages 149-149
 Study on the Development of Complex Network for Evolutionary and Swarm Based Algorithms  (Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Adam Viktorin)....Pages 151-161
 Estimation of Distribution Algorithms Based on the Beta Distribution for Bounded Search Spaces  (Rogelio Salinas-Gutiérrez, Ángel Eduardo Muñoz-Zavala, José Antonio Guerrero-Díaz de León, Arturo Hernández-Aguirre)....Pages 162-172
 Automated Analog Synthesis with an Estimation of the Distribution Algorithm  (Aurora Torres, María Dolores Torres, Eunice Ponce de León)....Pages 173-184
 Mathematical Model of Glucose Metabolism by Symbolic Regression \(\alpha \)\(\beta \)  (Luis M. Torres-Treviño)....Pages 185-190
Front Matter ....Pages 191-191
 Jensen Inequality with Subdifferential for Sugeno Integral  (Anikó Szakál, Endre Pap, Sadegh Abbaszadeh, Madjid Eshaghi Gordji)....Pages 193-199
 Towards a More General XCS: Classifier Fusion and Don’t Cares in Actions  (Alejandro Garza-Cuéllar, Manuel Valenzuela-Rendón, Ricardo-Javier Parra-Álvarez)....Pages 200-210
 A Novel Artificial Hydrocarbon Networks Based Value Function Approximation in Hierarchical Reinforcement Learning  (Hiram Ponce)....Pages 211-225
 Wind Power Forecasting for the Villonaco Wind Farm Using AI Techniques  (Alberto Reyes, Pablo H. Ibargüengoytia, J. Diego Jijón, Tania Guerrero, Uriel A. García, Mónica Borunda)....Pages 226-236
 Predicting the Need of Mechanical Ventilation in Guillain-Barré Patients Using Machine Learning Algorithms with Relevant Features  (José Hernández-Torruco, Juana Canul-Reich, Oscar Chávez-Bosquez)....Pages 237-247
 A Robust Machine Learning Approach to Microprocessor Instructions Identification  (Hippolyte Djonon Tsague, Bheki Twala)....Pages 248-258
Front Matter ....Pages 259-259
 Stochastic Semantic-Based Multi-objective Genetic Programming Optimisation for Classification of Imbalanced Data  (Edgar Galván-López, Lucia Vázquez-Mendoza, Leonardo Trujillo)....Pages 261-272
 Consensus Clustering for Binning Metagenome Sequences  (Isis Bonet, Adriana Escobar, Andrea Mesa-Múnera, Juan Fernando Alzate)....Pages 273-284
 Algorithm for Clustering of Web Search Results from a Hyper-heuristic Approach  (Carlos Cobos, Andrea Duque, Jamith Bolaños, Martha Mendoza, Elizabeth León)....Pages 285-316
 Clustering Business Process Models Based on Multimodal Search and Covering Arrays  (Hugo Ordoñez, Jose Torres-Jimenez, Armando Ordoñez, Carlos Cobos)....Pages 317-328
Front Matter ....Pages 329-329
 A New Method to Optimize Dynamic Environments with Global Changes Using the Chickens-Hen’ Algorithm  (Mostafa Zarei, Hamid Parvin, Marzieh Dadvar)....Pages 331-340
 Transit Network Frequencies-Setting Problem Solved Using a New Multi-Objective Global-Best Harmony Search Algorithm and Discrete Event Simulation  (Edgar Ruano, Carlos Cobos, Jose Torres-Jimenez)....Pages 341-352
 Optimal Pricing Model: Case of Study for Convenience Stores  (Laura Hervert-Escobar, Jesus Fabian López-Pérez, Oscar Alejandro Esquivel-Flores)....Pages 353-364
 Method of Musical Composition for the Portfolio Optimization Problem  (Roman Anselmo Mora-Gutiérrez, Antonin Ponsich, Eric Alfredo Rincón García, Sergio Gerardo de-los-Cobos-Silva, Miguel Ángel Gutiérrez Andrade, Pedro Lara-Velázquez)....Pages 365-376
 Metaheuristic Hybridized Applied to Solve the Capacity Vehicle Routing Problem  (Ernesto Liñán-García, Linda Crystal Cruz Villegas, Pascual Montes Dorantes, Gerardo Maximiliano Méndez)....Pages 377-387
 ABC-PSO: An Efficient Bioinspired Metaheuristic for Parameter Estimation in Nonlinear Regression  (Sergio Gerardo de-los-Cobos-Silva, Miguel Ángel Gutiérrez Andrade, Pedro Lara-Velázquez, Eric Alfredo Rincón García, Roman Anselmo Mora-Gutiérrez, Antonin Ponsich)....Pages 388-400
Front Matter ....Pages 401-401
 Data Mining in EEG Wave Trains in Early Stages of Parkinson’s Disease  (Olga S. Sushkova, Alexei A. Morozov, Alexandra V. Gabova)....Pages 403-412
 Data Mining in the Analysis of Ocean-Atmosphere Dynamics in Colombia’s Central Caribbean Ocean  (Fran Ernesto Romero Alvarez, Oswaldo E. Vélez-Langs)....Pages 413-424
 Molecular Docking Based on Ligand by Complexity LMC  (Mauricio Martínez Medina, Miguel González-Mendoza, Neil Hernández Gress)....Pages 425-436
 Integrating Information of Films by a Multi-source Combining Framework  (Elias Dasturian, Hamid Parvin, Samad Nejatian)....Pages 437-446
Front Matter ....Pages 447-447
 Computing the Clique-Width of Polygonal Tree Graphs  (J. Leonardo González-Ruiz, J. Raymundo Marcial-Romero, J. A. Hernández, Guillermo De Ita)....Pages 449-459
 A New Approach to Weakening and Destruction of Malicious Internet Networks  (Mark Korenblit)....Pages 460-469
Front Matter ....Pages 471-471
 Toward Optimal Pedagogical Action Patterns by Means of Partially Observable Markov Decision Process  (Manuel Mejía-Lavalle, Hermilo Victorio, Alicia Martínez, Grigori Sidorov, Enrique Sucar, Obdulia Pichardo-Lagunas)....Pages 473-480
 Data-Driven Construction of a Student Model Using Bayesian Networks in an Electrical Domain  (Yasmín Hernández, Marilú Cervantes-Salgado, Miguel Pérez-Ramírez, Manuel Mejía-Lavalle)....Pages 481-490
 Strategic Learning Meta-model: A Selection Model of Learning Activities  (Rafaela Blanca Silva-López, Oscar Herrera-Alcántara)....Pages 491-500
 CodeTraining: An Authoring Tool for a Gamified Programming Learning Environment  (María Lucía Barrón-Estrada, Ramón Zatarain-Cabada, Mario Lindor-Valdez)....Pages 501-512
 Generating a Logical Structure for Virtualizing Physiotherapy Instructions Through NLP  (Sandeep Kumar Dash, Partha Pakray, Alexander Gelbukh)....Pages 513-523
 Building a Corpus and a Local Binary Pattern Recognizer for Learning-Centered Emotions  (Ramón Zatarain-Cabada, María Lucía Barrón-Estrada, Francisco González-Hernández, Raúl Oramas-Bustillos, Giner Alor-Hernández, Carlos Alberto Reyes-García)....Pages 524-535
 Affective Learning System for Algorithmic Logic Applying Gamification  (Ramón Zatarain-Cabada, María Lucia Barrón-Estrada, José Mario Ríos-Félix)....Pages 536-547
Back Matter ....Pages 549-552