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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

  • Félix Castro
  • Sabino Miranda-Jiménez
  • Miguel González-Mendoza
Conference proceedings MICAI 2017

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

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 10633)

Table of contents

  1. Front Matter
    Pages I-XXVI
    PDF

  2. Natural Language Processing and Social Networks

    1. Front Matter
      Pages 1-1
      PDF
    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
      PDF
    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
    6. Courses Select Textbooks: Comparison of Two Methods
      Dmitry Stefanovskiy, Mikhail Alexandrov, Angels Catena, Vera Danilova, Javier Tejada
      Pages 220-232

  4. Image Processing and Pattern Recognition

    1. Front Matter
      Pages 233-233
      PDF
    2. 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
    3. 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
    4. Vegetation Index Based on Genetic Programming for Bare Ground Detection in the Amazon
      Julián Muñoz, Carlos Cobos, Martha Mendoza
      Pages 259-271
    5. Driver’s Drowsiness Detection Through Computer Vision: A Review
      Muhammad Rizwan Ullah, Muhammad Aslam, Muhammad Imran Ullah, Martinez-Enriquez Ana Maria
      Pages 272-281
    6. 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
    7. 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
    8. Fully Automated Segmentation of Abnormal Heart in New Born Babies
      Attifa Bilal, Aslam Muhammad, Martinez-Enriquez Ana Maria
      Pages 305-314
    9. Time-Invariant EEG Classification Based on the Fractal Dimension
      Rocio Salazar-Varas, Roberto Antonio Vazquez
      Pages 315-325
    10. 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
    11. 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
    12. Design of Blind Robust Estimator for Smart Sensors
      Miguel Vazquez-Olguin, Yuriy S. Shmaliy, Oscar Ibarra-Manzano, Luis Javier Morales-Mendoza
      Pages 354-365
  5. Back Matter
    Pages 367-369
    PDF

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 these proceedings

Introduction

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)

Editors and affiliations

  • Félix Castro
    • 1
  • Sabino Miranda-Jiménez
    • 2
  • Miguel González-Mendoza
    • 3
  1. 1.Universidad Autónoma del Estado de HidalgoPachucaMexico
  2. 2.INFOTEC AguascalientesAguascalientesMexico
  3. 3.Tecnológico de MonterreyAtizapán de ZaragozaMexico

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-02840-4
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-02839-8
  • Online ISBN 978-3-030-02840-4
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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