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

Front Matter ....Pages I-XXVI
Front Matter ....Pages 1-1
 Binary and Multi-class Classification of Lexical Functions in Spanish Verb-Noun Collocations  (Olga Kolesnikova, Alexander Gelbukh)....Pages 3-14
 Surface Realisation Using Factored Language Models and Input Seed Features  (Cristina Barros, Elena Lloret)....Pages 15-26
 Comparison of Two-Pass Algorithms for Dynamic Topic Modeling Based on Matrix Decompositions  (Gabriella Skitalinskaya, Mikhail Alexandrov, John Cardiff)....Pages 27-43
 Hermitian Laplacian Operator for Vector Representation of Directed Graphs: An Application to Word Association Norms  (Víctor Mijangos, Gemma Bel-Engux, Natalia Arias-Trejo, Julia B. Barrón-Martínez)....Pages 44-56
 Evaluation of Information Retrieval Algorithms Within an Energy Documents Repository  (Diego Márquez, Yasmín Hernández, Alberto Ochoa-Ortiz)....Pages 57-68
 An Agent-Based System to Assess Legibility and Cognitive Depth of Scientific Texts  (Omar López-Ortega, Obed Pérez-Cortés, Félix Castro-Espinoza, Manuel Montes y Gómez)....Pages 69-81
 Automatic Generation of Multi-document Summaries Based on the Global-Best Harmony Search Metaheuristic and the LexRank Graph-Based Algorithm  (César Cuéllar, Martha Mendoza, Carlos Cobos)....Pages 82-94
 The Traffic Status and Pollutant Status Ontologies for the Smart City Domain  (Miguel Gonzalez-Mendoza, Nestor Velasco-Bermeo, Omar J. López Orozco)....Pages 95-101
 Modelling and Simulating a Opinion Diffusion on Twitter Using a Multi-agent Simulation of Virus Propagation  (Carlos Rodríguez Lucatero)....Pages 102-119
 Criminal Events Detection in News Stories Using Intuitive Classification  (Luis-Gil Moreno-Jiménez, Juan-Manuel Torres-Moreno, Noé Alejandro Castro-Sánchez, Alondra Nava-Zea, Gerardo Sierra)....Pages 120-132
 A New Corpus of the Russian Social Network News Feed Paraphrases: Corpus Construction and Linguistic Feature Analysis  (Ekaterina Pronoza, Elena Yagunova, Anton Pronoza)....Pages 133-145
 Prediction of User Retweets Based on Social Neighborhood Information and Topic Modelling  (Pablo Gabriel Celayes, Martín Ariel Domínguez)....Pages 146-157
 Towards a Linguistic Corpus in Spanish with Personality Annotations  (Yasmín Hernandez, Carlos Acevedo Peña, Alicia Martínez)....Pages 158-168
Front Matter ....Pages 169-169
 Learning Models for Student Performance Prediction  (Rafael Cavazos, Sara Elena Garza)....Pages 171-182
 Bag of Errors: Automatic Inference of a Student Model in an Electrical Training System  (Guillermo Santamaría-Bonfil, Yasmín Hernández, Miguel Pérez-Ramírez, G. Arroyo-Figueroa)....Pages 183-197
 Linked Educational Online Courses to Provide Personalized Learning  (Heitor Barros, Jonathas Magalhães, Társis Marinho, Marlos Silva, Michel Miranda, Evandro Costa)....Pages 198-207
 Emotion Recognition Using a Convolutional Neural Network  (Ramon Zatarain-Cabada, Maria Lucia Barron-Estrada, Francisco González-Hernández, Hector Rodriguez-Rangel)....Pages 208-219
 Courses Select Textbooks: Comparison of Two Methods  (Dmitry Stefanovskiy, Mikhail Alexandrov, Angels Catena, Vera Danilova, Javier Tejada)....Pages 220-232
Front Matter ....Pages 233-233
 Behavior of the CIE L*a*b* Color Space in the Detection of Saturation Variations During Color Image Segmentation  (Rodolfo Alvarado-Cervantes, Edgardo M. Felipe-Riveron, Vladislav Khartchenko, Oleksiy Pogrebnyak, Rodolfo Alvarado-Martínez)....Pages 235-247
 Supervised Approach to Sky and Ground Classification Using Whiteness-Based Features  (Flávia de Mattos, Arlete Teresinha Beuren, Bruno Miguel Nogueira de Souza, Alceu De Souza Britto Jr., Jacques Facon)....Pages 248-258
 Vegetation Index Based on Genetic Programming for Bare Ground Detection in the Amazon  (Julián Muñoz, Carlos Cobos, Martha Mendoza)....Pages 259-271
 Driver’s Drowsiness Detection Through Computer Vision: A Review  (Muhammad Rizwan Ullah, Muhammad Aslam, Muhammad Imran Ullah, Martinez-Enriquez Ana Maria)....Pages 272-281
 Towards an Automatic Estimation of Skeletal Age Using \(k-NN\) Regression with a Reduced Set of Tinny Aligned Regions of Interest  (José Luis Tonatiúh Banda-Escobar, Salvador E. Ayala-Raggi, Aldrin Barreto-Flores, Susana Sánchez-Urrieta, José Francisco Portillo-Robledo, Alinne Michelle Sánchez-Tomay et al.)....Pages 282-293
 Feature Selection from Image Descriptors Data for Breast Cancer Diagnosis Based on CAD  (Laura A. Zanella-Calzada, Carlos E. Galván-Tejada, Jorge I. Galván-Tejada, José M. Celaya-Padilla)....Pages 294-304
 Fully Automated Segmentation of Abnormal Heart in New Born Babies  (Attifa Bilal, Aslam Muhammad, Martinez-Enriquez Ana Maria)....Pages 305-314
 Time-Invariant EEG Classification Based on the Fractal Dimension  (Rocio Salazar-Varas, Roberto Antonio Vazquez)....Pages 315-325
 Jitter Approximation and Confidence Masks in Simulated SCNA Using AEP Distribution  (Jorge Ulises Muñoz–Minjares, Yuriy S. Shmaliy, Luis Javier Morales–Mendoza, Osbaldo Vite–Chavez)....Pages 326-337
 A Framework Based on Eye-Movement Detection from EEG Signals for Flight Control of a Drone  (Eduardo Zecua Corichi, José Martínez Carranza, Carlos Alberto Reyes García, Luis Villaseñor Pineda)....Pages 338-353
 Design of Blind Robust Estimator for Smart Sensors  (Miguel Vazquez-Olguin, Yuriy S. Shmaliy, Oscar Ibarra-Manzano, Luis Javier Morales-Mendoza)....Pages 354-365
Back Matter ....Pages 367-369