Skip to main content
SpringerLink
Log in

Advances in Computational Intelligence

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

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Hiram Calvo

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Lourdes Martínez-Villaseñor

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Hiram Ponce

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14391)

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

Included in the following conference series:

Conference proceedings info: MICAI 2023.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 119.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (24 papers)

  1. Front Matter

    Pages i-xix
    Download chapter PDF

  2. Machine Learning

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Stock Market Performance Analytics Using XGBoost

      • Nisar Hussain, Amna Qasim, Zia-ud-din Akhtar, Ayesha Qasim, Gull Mehak, Luciana del Socorro Espindola Ulibarri et al.
      Pages 3-16

    3. 1D Quantum Convolutional Neural Network for Time Series Forecasting and Classification

      • Mayra Alejandra Rivera-Ruiz, Sandra Leticia Juárez-Osorio, Andres Mendez-Vazquez, José Mauricio López-Romero, Eduardo Rodriguez-Tello
      Pages 17-35

    4. Hand Gesture Recognition Applied to the Interaction with Video Games

      • Lorena Isabel Barona López, César Israel León Cifuentes, José Miguel Muñoz Oña, Angel Leonardo Valdivieso Caraguay, Marco E. Benalcázar
      Pages 36-52

    5. Multiresolution Controller Based on Window Function Networks for a Quanser Helicopter

      • Oscar Federico Garcia-Castro, Luis Enrique Ramos-Velasco, Rodolfo Garcia-Rodriguez, Mario A. Vega-Navarrete, Enrique Escamilla-Hernández
      Pages 53-64

    6. Semi-supervised Learning of Non-stationary Acoustic Signals Using Time-Frequency Energy Maps

      • Esteban Guerra-Bravo, Arturo Baltazar, Antonio Balvantín
      Pages 65-76

    7. Predict Email Success Based on Text Content

      • Edmundo Bernardo, Kaiulani Lorenzo, Guillermo Reyes, Hiram Ponce
      Pages 77-83

    8. Neural Drone Racer Mentored by Classical Controllers

      • L. Oyuki Rojas-Perez, Alejandro Gutierrez-Giles, Jose Martinez-Carranza
      Pages 84-98

    9. Eye Control and Motion with Deep Reinforcement Learning: In Virtual and Physical Environments

      • Sergio Arizmendi, Asdrubal Paz, Javier González, Hiram Ponce
      Pages 99-109

    10. Fingerspelling Recognition in Mexican Sign Language (LSM) Using Machine Learning

      • Ricardo Fernando Morfín-Chávez, Jesús Javier Gortarez-Pelayo, Irvin Hussein Lopez-Nava
      Pages 110-120

    11. Load Demand Forecasting Using a Long-Short Term Memory Neural Network

      • Arturo Ortega, Monica Borunda, Luis Conde, Carlos Garcia-Beltran
      Pages 121-137

  3. Computer Vision and Image Processing

    1. Front Matter

      Pages 139-139
      Download chapter PDF

    2. Benchmark Analysis for Backbone Optimization in a Facial Reconstruction Model

      • Victor Hernández-Manrique, Miguel González-Mendoza, Carlos Vilchis, Mauricio Méndez-Ruiz, Carmina Pérez-Guerrero
      Pages 141-151

    3. T(G)V-NeRF: A Strong Baseline in Regularized Neural Radiance Fields with Few Training Views

      • Erick Zúniga, Thomas Batard, Jean-Bernard Hayet
      Pages 152-167

    4. Nonlinear DIP-DiracVTV Model for Color Image Restoration

      • Natalia Huitzil Santamaría, Thomas Batard, Carlos Brito-Loeza
      Pages 168-181

    5. An Efficient Facial Verification System for Surveillance that Automatically Selects a Lightweight CNN Method and Utilizes Super-Resolution Images

      • Filiberto Perez-Montes, Jesus Olivares-Mercado, Gabriel Sanchez-Perez
      Pages 182-197

    6. Nonlinear L\(^2\)-DiracVTV Model for Color Image Restoration

      • Keny Chin, Thomas Batard
      Pages 198-212

    7. An FPGA Smart Camera Implementation of Segmentation Models for Drone Wildfire Imagery

      • Eduardo Guarduño, Jorge Francisco Ciprian-Sanchez, Valente Vazquez-Garcia, Miguel Gonzalez-Mendoza, Gerardo Rodriguez-Hernandez, Adriana Palacios et al.
      Pages 213-226

  4. Intelligent Systems

    1. Front Matter

      Pages 227-227
      Download chapter PDF
Back to top

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

Bibliographic Information

  • Book Title: Advances in Computational Intelligence

  • Book Subtitle: 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023, Yucatán, Mexico, November 13–18, 2023, Proceedings, Part I

  • Editors: Hiram Calvo, Lourdes Martínez-Villaseñor, Hiram Ponce

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-031-47765-2

  • 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 2024

  • Softcover ISBN: 978-3-031-47764-5Published: 09 November 2023

  • eBook ISBN: 978-3-031-47765-2Published: 08 November 2023

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIX, 349

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

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

Publish with us

Policies and ethics

Back to top

Search

Navigation