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Advances in Soft Computing

22nd Mexican International Conference on Artificial Intelligence, MICAI 2023, Yucatán, Mexico, November 13–18, 2023, Proceedings, Part II

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Hiram Calvo

    1. Center for Computing Research, Instituto Politécnico Nacional, Ciudad de México, Mexico

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  2. Lourdes Martínez-Villaseñor

    1. Facultad de Ingeniería, Universidad Panamericana, Ciudad de México, Mexico

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  3. Hiram Ponce

    1. Facultad de Ingeniería, Universidad Panamericana, Ciudad de México, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14392)

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

Included in the following conference series:

Conference proceedings info: MICAI 2023.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xix
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  2. Natural Language Processing

    1. Front Matter

      Pages 1-1
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    2. Visualizing the Cosmos: A Novel Method for Text Recombination with Space News

      • Zhalgas Zhiyenbekov, Zhanar Omirbekova, Galymkair Mutanov, Madiyar Tasbolatov
      Pages 3-15

    3. Propitter: A Twitter Corpus for Computational Propaganda Detection

      • Marco Casavantes, Manuel Montes-y-Gómez, Luis Carlos González, Alberto Barróñ-Cedeno
      Pages 16-27

    4. Data Mining and Analysis of NLP Methods in Students Evaluation of Teaching

      • Diego Acosta-Ugalde, Santiago Enrique Conant-Pablos, Claudia Camacho-Zuñiga, Andrés Eduardo Gutiérrez-Rodríguez
      Pages 28-38

    5. Data Imputation with Adversarial Neural Networks for Causal Discovery from Subsampled Time Series

      • Julio Muñoz-Benítez, L. Enrique Sucar
      Pages 39-51

    6. Exploring the Challenges and Limitations of Unsupervised Machine Learning Approaches in Legal Concepts Discovery

      • Philippe Prince-Tritto, Hiram Ponce
      Pages 52-67

    7. Large Sentiment Dictionary of Russian Words

      • Vladimir V. Bochkarev, Andrey A. Achkeev, Andrey V. Savinkov, Anna V. Shevlyakova, Valery D. Solovyev
      Pages 68-82

    8. An Interpretable Authorship Attribution Algorithm Based on Distance-Related Characterizations of Tokens

      • Victor Lomas, Michelle Reyes, Antonio Neme
      Pages 83-94

    9. Comparing Transformer-Based Machine Translation Models for Low-Resource Languages of Colombia and Mexico

      • Jason Angel, Abdul Gafar Manuel Meque, Christian Maldonado-Sifuentes, Grigori Sidorov, Alexander Gelbukh
      Pages 95-105

    10. Disaster Tweets: Analysis from the Metaphor Perspective and Classification Using LLM’s

      • Tania Alcántara, Omar García-Vázquez, Hiram Calvo, José A. Torres-León
      Pages 106-117

    11. LLM’s for Spanish Song Text Analysis and Classification Using Language Variants

      • Omar García-Vázquez, Tania Alcántara, Hiram Calvo, Grigori Sidorov
      Pages 118-127

  3. Bioinformatics and Medical Applications

    1. Front Matter

      Pages 129-129
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    2. Boosting Kidney Stone Identification in Endoscopic Images Using Two-Step Transfer Learning

      • Francisco Lopez-Tiro, Daniel Flores-Araiza, Juan Pablo Betancur-Rengifo, Ivan Reyes-Amezcua, Jacques Hubert, Gilberto Ochoa-Ruiz et al.
      Pages 131-141

    3. Automatic Assessment of Canine Trainability Using Heart Rate Responses to Positive and Negative Emotional Stimuli

      • Cristian A. Ospina-De la Cruz, Humberto Pérez-Espinosa, Mariel Urbina-Escalante, Verónica Reyes-Meza, Jorge Ríos-Martínez
      Pages 142-156

    4. LSTM-Based Infected Mosquitos Detection Using Wingbeat Sound

      • Marco Haro, Mariko Nakano, Israel Torres, Mario Gonzalez, Jorge Cime
      Pages 157-164

    5. FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation

      • Pablo Cesar Quihui-Rubio, Daniel Flores-Araiza, Miguel Gonzalez-Mendoza, Christian Mata, Gilberto Ochoa-Ruiz
      Pages 165-176

    6. Implementation of a Digital Electromyographic Signal Processor Synthesized on an FPGA Development Board for Biocontrol Systems

      • J. Brandon Mañón Juárez, Eusebio Ricárdez Vázquez
      Pages 177-188

    7. BEC-1D: Biosignal-Based Emotions Classification with 1D ConvNet

      • Juan Eduardo Luján-García, Marco A. Cardoso-Moreno, Cornelio Yáñez-Márquez, Hiram Calvo
      Pages 189-200

    8. Feature Selection and Classification for Searching Light at Night Exposure and Students’ Weight Relationship

      • Christian Sánchez-Sánchez, Alfredo Piero Mateos-Papis, Natalí N. Guerrero-Vargas, Alberto Manuel Ángeles-Castellanos, Carolina Escobar
      Pages 201-210
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Other volumes

  1. Advances in Computational Intelligence

  2. Advances in Soft Computing

  3. Advances in Computational Intelligence. MICAI 2023 International Workshops

Keywords

About this book

The two-volume set LNAI 14391 and 14392 constitutes the proceedings of the 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023, held in Yucatán, Mexico, in November 2023.

The total of 49 papers presented in these two volumes was carefully reviewed and selected from 115 submissions.

The proceedings of MICAI 2023 are published in two volumes. The first volume, Advances in Computational Intelligence, contains 24 papers structured into three sections:

– Machine Learning

– Computer Vision and Image Processing

– Intelligent Systems

The second volume, Advances in Soft Computing, contains 25 papers structured into three sections:

– Natural Language Processing

– Bioinformatics and Medical Applications

– Robotics and Applications


Editors and Affiliations

  • Center for Computing Research, Instituto Politécnico Nacional, Ciudad de México, Mexico

    Hiram Calvo

  • Facultad de Ingeniería, Universidad Panamericana, Ciudad de México, Mexico

    Lourdes Martínez-Villaseñor, Hiram Ponce

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