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Advances in Computational Intelligence

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

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Félix Castro

    1. Universidad Autónoma del Estado de Hidalgo, Pachuca, Mexico

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  2. Sabino Miranda-Jiménez

    1. INFOTEC Aguascalientes, Aguascalientes, Mexico

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  3. Miguel González-Mendoza

    1. Tecnológico de Monterrey, Atizapán de Zaragoza, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10633)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: MICAI 2017.

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Table of contents (29 papers)

  1. Front Matter

    Pages I-XXVI
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  2. Natural Language Processing and Social Networks

    1. Front Matter

      Pages 1-1
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    2. Binary and Multi-class Classification of Lexical Functions in Spanish Verb-Noun Collocations

      • Olga Kolesnikova, Alexander Gelbukh
      Pages 3-14

    3. Surface Realisation Using Factored Language Models and Input Seed Features

      • Cristina Barros, Elena Lloret
      Pages 15-26

    4. Comparison of Two-Pass Algorithms for Dynamic Topic Modeling Based on Matrix Decompositions

      • Gabriella Skitalinskaya, Mikhail Alexandrov, John Cardiff
      Pages 27-43

    5. 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

    6. Evaluation of Information Retrieval Algorithms Within an Energy Documents Repository

      • Diego Márquez, Yasmín Hernández, Alberto Ochoa-Ortiz
      Pages 57-68

    7. 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

    8. 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

    9. 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

    10. Modelling and Simulating a Opinion Diffusion on Twitter Using a Multi-agent Simulation of Virus Propagation

      • Carlos Rodríguez Lucatero
      Pages 102-119

    11. 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

    12. 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

    13. Prediction of User Retweets Based on Social Neighborhood Information and Topic Modelling

      • Pablo Gabriel Celayes, Martín Ariel Domínguez
      Pages 146-157

    14. Towards a Linguistic Corpus in Spanish with Personality Annotations

      • Yasmín Hernandez, Carlos Acevedo Peña, Alicia Martínez
      Pages 158-168

  3. Intelligent Tutoring Systems and Educational Applications

    1. Front Matter

      Pages 169-169
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    2. Learning Models for Student Performance Prediction

      • Rafael Cavazos, Sara Elena Garza
      Pages 171-182

    3. 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

    4. Linked Educational Online Courses to Provide Personalized Learning

      • Heitor Barros, Jonathas Magalhães, Társis Marinho, Marlos Silva, Michel Miranda, Evandro Costa
      Pages 198-207

    5. Emotion Recognition Using a Convolutional Neural Network

      • Ramon Zatarain-Cabada, Maria Lucia Barron-Estrada, Francisco González-Hernández, Hector Rodriguez-Rangel
      Pages 208-219
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Other volumes

  1. Advances in Soft Computing

  2. Advances in Computational Intelligence

Keywords

About this book

The two-volume set LNAI 10632 and 10633 constitutes the proceedings of the 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, held in Enseneda, Mexico, in October 2017. 
The total of 60 papers presented in these two volumes was carefully reviewed and selected from 203 submissions.

The contributions were organized in the following topical sections: 
Part I: neural networks; evolutionary algorithms and optimization; hybrid intelligent systems and fuzzy logic; and machine learning and data mining.
Part II: natural language processing and social networks; intelligent tutoring systems and educational applications; and image processing and pattern recognition.

Editors and Affiliations

  • Universidad Autónoma del Estado de Hidalgo, Pachuca, Mexico

    Félix Castro

  • INFOTEC Aguascalientes, Aguascalientes, Mexico

    Sabino Miranda-Jiménez

  • Tecnológico de Monterrey, Atizapán de Zaragoza, Mexico

    Miguel González-Mendoza

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