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  • Conference proceedings
  • © 2018

Advances in Computational Intelligence

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

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)

Conference series link(s): MICAI: Mexican International Conference on Artificial Intelligence

Conference proceedings info: MICAI 2017.

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  • ISBN: 978-3-030-02840-4
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Table of contents (29 papers)

  1. Front Matter

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

    1. Front Matter

      Pages 1-1
    2. Comparison of Two-Pass Algorithms for Dynamic Topic Modeling Based on Matrix Decompositions

      • Gabriella Skitalinskaya, Mikhail Alexandrov, John Cardiff
      Pages 27-43
    3. 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
    4. Evaluation of Information Retrieval Algorithms Within an Energy Documents Repository

      • Diego Márquez, Yasmín Hernández, Alberto Ochoa-Ortiz
      Pages 57-68
    5. 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
    6. 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
    7. 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
    8. Prediction of User Retweets Based on Social Neighborhood Information and Topic Modelling

      • Pablo Gabriel Celayes, Martín Ariel Domínguez
      Pages 146-157
    9. 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
    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

Other Volumes

  1. Advances in Soft Computing

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

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

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.

Keywords

  • artificial intelligence
  • computational linguistics
  • education
  • evolutionary algorithms
  • fuzzy logic
  • fuzzy rules
  • fuzzy sets
  • fuzzy systems
  • genetic algorithms
  • image processing
  • image segmentation
  • learning algorithms
  • multiobjective optimization
  • neural networks
  • semantic web
  • semantics
  • Support Vector Machines (SVM)
  • algorithm analysis and problem complexity

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

Bibliographic Information

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-02840-4
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 79.99
Price excludes VAT (USA)