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Advances in Soft Computing

18th Mexican International Conference on Artificial Intelligence, MICAI 2019, Xalapa, Mexico, October 27 – November 2, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Lourdes Martínez-Villaseñor

    1. Universidad Panamericana, Mexico City, Mexico

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  2. Ildar Batyrshin

    1. Instituto Politecnico Nacional, Mexico, Mexico

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    You can also search for this editor in PubMed   Google Scholar

  3. Antonio Marín-Hernández

    1. Universidad Veracruzana, Xalapa, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11835)

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

Included in the following conference series:

Conference proceedings info: MICAI 2019.

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Table of contents (59 papers)

  1. Front Matter

    Pages i-xxii
    Download chapter PDF

  2. Machine Learning

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Road Damage Detection Acquisition System Based on Deep Neural Networks for Physical Asset Management

      • Andres Angulo, Juan Antonio Vega-Fernández, Lina Maria Aguilar-Lobo, Shailendra Natraj, Gilberto Ochoa-Ruiz
      Pages 3-14

    3. Implementation of Algorithm Recommendation Models for Timetabling Instances

      • Felipe de la Rosa-Rivera, Jose I. Nunez-Varela
      Pages 15-27

    4. Statistical Approach in Data Filtering for Prediction Vessel Movements Through Time and Estimation Route Using Historical AIS Data

      • Rogelio Bautista-Sánchez, Liliana Ibeth Barbosa-Santillán, Juan Jaime Sánchez-Escobar
      Pages 28-38

    5. Lexical Intent Recognition in Urdu Queries Using Deep Neural Networks

      • Sana Shams, Muhammad Aslam, Ana Maria Martinez-Enriquez
      Pages 39-50

    6. A Simple but Powerful Word Polarity Classification Model

      • Omar Rodríguez López, Guillermo de Jesús Hoyos Rivera
      Pages 51-62

    7. Mineral Classification Using Machine Learning and Images of Microscopic Rock Thin Section

      • Henrique Pereira Borges, Marilton Sanchotene de Aguiar
      Pages 63-76

    8. Lexical Function Identification Using Word Embeddings and Deep Learning

      • Arturo Hernández-Miranda, Alexander Gelbukh, Olga Kolesnikova
      Pages 77-86

    9. A Deep Learning Approach for Hybrid Hand Gesture Recognition

      • Diego G. Alonso, Alfredo Teyseyre, Luis Berdun, Silvia Schiaffino
      Pages 87-99

    10. Feed Forward Classification Neural Network for Prediction of Human Affective States Using Continuous Multi Sensory Data Acquisition

      • Andrés Rico, Leonardo Garrido
      Pages 100-111

    11. Advanced Transfer Learning Approach for Improving Spanish Sentiment Analysis

      • Daniel Palomino, José Ochoa-Luna
      Pages 112-123

    12. AE-CharCNN: Char-Level Convolutional Neural Networks for Aspect-Based Sentiment Analysis

      • Ulisses Brisolara Corrêa, Ricardo Matsumura Araújo
      Pages 124-135

    13. Understanding the Criminal Behavior in Mexico City through an Explainable Artificial Intelligence Model

      • Octavio Loyola-González
      Pages 136-149

    14. Improving Hyper-heuristic Performance for Job Shop Scheduling Problems Using Neural Networks

      • Erick Lara-Cárdenas, Xavier Sánchez-Díaz, Ivan Amaya, José Carlos Ortiz-Bayliss
      Pages 150-161

    15. Early Anomalous Vehicular Traffic Detection Through Spectral Techniques and Unsupervised Learning Models

      • Roberto Carlos Vazquez-Nava, Miguel Gonzalez-Mendoza, Oscar Herrera-Alacantara, Neil Hernandez-Gress
      Pages 162-175

    16. ADSOA - Fault Detection and Recovery Technology Based on Collective Intelligence

      • Juan Sebastián Guadalupe Godínez Borja, Marco Antonio Corona Ruiz, Carlos Pérez Leguízamo
      Pages 176-186

    17. Gentrification Prediction Using Machine Learning

      • Yesenia Alejandro, Leon Palafox
      Pages 187-199

    18. Pulsed Neural Network Plus Parallel Multi-core Approach to Solve Efficiently Big Shortest Path Problems

      • Manuel Mejia-Lavalle, Javier Ortiz, Alicia Martinez, Jose Paredes, Dante Mujica
      Pages 200-211

    19. Prediction of Student Attrition Using Machine Learning

      • Sarahi Aguilar-Gonzalez, Leon Palafox
      Pages 212-222
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Other volumes

  1. Advances in Soft Computing

Keywords

About this book

This volume constitutes the proceedings of the 18th Mexican Conference on Artificial Intelligence, MICAI 2019, held in Xalapa, Mexico, in October/November 2019.
The 59 full papers presented in this volume were carefully reviewed and selected from 148 submissions. They cover topics such as: machine learning; optimization and planning; fuzzy systems, reasoning and intelligent applications; and vision and robotics. 

Editors and Affiliations

  • Universidad Panamericana, Mexico City, Mexico

    Lourdes Martínez-Villaseñor

  • Instituto Politecnico Nacional, Mexico, Mexico

    Ildar Batyrshin

  • Universidad Veracruzana, Xalapa, Mexico

    Antonio Marín-Hernández

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