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Advances in Computational Intelligence

21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Monterrey, Mexico, October 24–29, 2022, Proceedings, Part II

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Obdulia Pichardo Lagunas

    1. Instituto Politécnico Nacional, Mexico, Mexico

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  2. Juan Martínez-Miranda

    1. Centro de Investigación Científica y de Educación Superior de Ensenada, Ensenada, Mexico

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    You can also search for this editor in PubMed   Google Scholar

  3. Bella Martínez Seis

    1. Instituto Politécnico Nacional, Mexico, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13613)

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

Included in the following conference series:

Conference proceedings info: MICAI 2022.

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Table of contents (29 papers)

  1. Front Matter

    Pages i-xxiv
    Download chapter PDF

  2. Natural Language Processing

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Urdu Named Entity Recognition with Attention Bi-LSTM-CRF Model

      • Fida Ullah, Ihsan Ullah, Olga Kolesnikova
      Pages 3-17

    3. Impact Evaluation of Multimodal Information on Sentiment Analysis

      • Luis N. Zúñiga-Morales, Jorge Ángel González-Ordiano, J.Emilio Quiroz-Ibarra, Steven J. Simske
      Pages 18-29

    4. Improving Neural Machine Translation for Low Resource Languages Using Mixed Training: The Case of Ethiopian Languages

      • Atnafu Lambebo Tonja, Olga Kolesnikova, Muhammad Arif, Alexander Gelbukh, Grigori Sidorov
      Pages 30-40

    5. Machine Translation of Texts from Languages with Low Digital Resources: A Systematic Review

      • Hermilo Benito-Santiago, Diana Margarita Córdova-Esparza, Noé Alejandro Castro-Sánchez, Ana-Marcela Herrera-Navarro
      Pages 41-56

    6. Comparison Between SVM and DistilBERT for Multi-label Text Classification of Scientific Papers Aligned with Sustainable Development Goals

      • Roberto Carlos Morales-Hernández, David Becerra-Alonso, Eduardo Romero Vivas, Joaquín Gutiérrez
      Pages 57-67

    7. A Hybrid Methodology Based on CRISP-DM and TDSP for the Execution of Preprocessing Tasks in Mexican Environmental Laws

      • Yessenia Díaz Álvarez, Miguel Ángel Hidalgo Reyes, Virginia Lagunes Barradas, Obdulia Pichardo Lagunas, Bella Martínez Seis
      Pages 68-82

    8. News Intention Study and Automatic Estimation of Its Impact

      • Cesar Macias, Hiram Calvo, Omar Juárez Gambino
      Pages 83-100

    9. Evaluation of a New Representation for Noise Reduction in Distant Supervision

      • Juan-Luis García-Mendoza, Luis Villaseñor-Pineda, Davide Buscaldi, Lázaro Bustio-Martínez, Felipe Orihuela-Espina
      Pages 101-113

    10. Automatic Identification of Suicidal Ideation in Texts Using Cascade Classifiers

      • María del Carmen García-Galindo, Ángel Hernández-Castañeda, René Arnulfo García-Hernández, Yulia Ledeneva
      Pages 114-126

    11. Web Crawler and Classifier for News Articles

      • Consuelo-Varinia García-Mendoza, Omar Juárez Gambino
      Pages 127-136

    12. Sentiment Analysis in the Rest-Mex Challenge

      • Jessica-Alejandra Castillo-Montoya, Jonathan-Fernando Gómez-Pérez, Tania Rosales-Onofre, Marco-Antonio Torres-López, Omar J. Gambino
      Pages 137-147

    13. A Bibliometric Review of Methods and Algorithms for Generating Corpora for Learning Vector Word Embeddings

      • Beibarys Sagingaliyev, Zhuldyzay Aitakhunova, Adel Shaimerdenova, Iskander Akhmetov, Alexander Pak, Assel Jaxylykova
      Pages 148-162

    14. Evaluating the Impact of OCR Quality on Short Texts Classification Task

      • Oxana Vitman, Yevhen Kostiuk, Paul Plachinda, Alisa Zhila, Grigori Sidorov, Alexander Gelbukh
      Pages 163-177

    15. Techniques for Generating Language Learning Resources: A System for Generating Exercises for the Differentiation of Literal and Metaphorical Context

      • Ericka Ovando Becerril, Hiram Calvo
      Pages 178-192

    16. Exploratory Data Analysis for the Automatic Detection of Question Paraphrasing in Collaborative Environments

      • Tania Alcantara, Hiram Calvo
      Pages 193-211

  3. Best Paper Award

    1. Front Matter

      Pages 213-213
      Download chapter PDF

    2. Diachronic Neural Network Predictor of Word Animacy

      • Vladimir Bochkarev, Andrey Achkeev, Anna Shevlyakova, Stanislav Khristoforov
      Pages 215-226

    3. Sequential Models for Sentiment Analysis: A Comparative Study

      • Olaronke Oluwayemisi Adebanji, Irina Gelbukh, Hiram Calvo, Olumide Ebenezer Ojo
      Pages 227-235
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Other volumes

  1. Advances in Computational Intelligence

  2. Advances in Computational Intelligence

Keywords

About this book

The two-volume set LNAI 13612 and 13613 constitutes the proceedings of the 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, held in Monterrey, Mexico, in October 2022.

The total of 63 papers presented in these two volumes was carefully reviewed and selected from 137 submissions.

The first volume, Advances in Computational Intelligence, contains 34 papers structured into three sections:

  • Machine and Deep Learning
  • Image Processing and Pattern Recognition
  • Evolutionary and Metaheuristic Algorithms

The second volume contains 29 papers structured into two sections:

  • Natural Language Processing
  • Intelligent Applications and Robotics


Editors and Affiliations

  • Instituto Politécnico Nacional, Mexico, Mexico

    Obdulia Pichardo Lagunas, Bella Martínez Seis

  • Centro de Investigación Científica y de Educación Superior de Ensenada, Ensenada, Mexico

    Juan Martínez-Miranda

Bibliographic Information

  • Book Title: Advances in Computational Intelligence

  • Book Subtitle: 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Monterrey, Mexico, October 24–29, 2022, Proceedings, Part II

  • Editors: Obdulia Pichardo Lagunas, Juan Martínez-Miranda, Bella Martínez Seis

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-19496-2

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-031-19495-5Published: 23 October 2022

  • eBook ISBN: 978-3-031-19496-2Published: 22 October 2022

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXIV, 385

  • Number of Illustrations: 23 b/w illustrations, 118 illustrations in colour

  • Topics: Artificial Intelligence, Computing Milieux, Information Systems and Communication Service, Computer Applications

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