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  • Conference proceedings
  • © 2020

Advances in Soft Computing

19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Mexico City, Mexico, October 12–17, 2020, Proceedings, Part I

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12468)

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

Conference series link(s): MICAI: Mexican International Conference on Artificial Intelligence

Conference proceedings info: MICAI 2020.

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Table of contents (37 papers)

  1. Front Matter

    Pages i-xxii
  2. Machine and Deep Learning

    1. Front Matter

      Pages 1-1
    2. LSTM Classification under Changes in Sequences Order

      • Edgar Ek-Chacón, Erik Molino-Minero-Re
      Pages 3-20
  3. Best Paper Award, Second Place

    1. Front Matter

      Pages 21-21
    2. Speaker Identification Using Entropygrams and Convolutional Neural Networks

      • Antonio Camarena-Ibarrola, Karina Figueroa, Jonathan García
      Pages 23-34
    3. A Multiresolution Machine Learning Technique to Identify Exoplanets

      • Miguel Jara-Maldonado, Vicente Alarcon-Aquino, Roberto Rosas-Romero
      Pages 50-64
    4. Outliers Detection in Multi-label Datasets

      • Marilyn Bello, Gonzalo Nápoles, Rafael Morera, Koen Vanhoof, Rafael Bello
      Pages 65-75
    5. Click Event Sound Detection Using Machine Learning in Automotive Industry

      • Ricardo Espinosa, Hiram Ponce, Sebastián Gutiérrez, Eluney Hernández
      Pages 88-103
    6. Convolutional Neural Network for Classification of Diabetic Retinopathy Grade

      • Vanessa Alcalá-Rmz, Valeria Maeda-Gutiérrez, Laura A. Zanella-Calzada, Adan Valladares-Salgado, José M. Celaya-Padilla, Carlos E. Galván-Tejada
      Pages 104-118
    7. Classifiers Ensemble of HMM and d-Vectors in Biometric Speaker Verification

      • Juan Carlos Atenco-Vazquez, Juan C. Moreno-Rodriguez, Israel Cruz-Vega, Pilar Gomez-Gil, Rene Arechiga, Juan Manuel Ramirez-Cortes
      Pages 119-131
    8. Reducing the Risk of Premature Birth Through an Expert System Based on a Neural Network

      • Nayeli Montalvo-Romero, Aarón Montiel-Rosales, Albero Alfonso Aguilar-Lasserre, Gregorio Fernández-Lambert
      Pages 132-144
    9. Automated Characterization and Prediction of Wind Conditions Using Gaussian Mixtures

      • Magali Arellano-Vázquez, Carlos Minutti-Martinez, Marlene Zamora-Machado
      Pages 158-168
    10. A Survey on Freezing of Gait Detection and Prediction in Parkinson’s Disease

      • Lourdes Martínez-Villaseñor, Hiram Ponce, Luis Miralles-Pechuán
      Pages 169-181
    11. ZeChipC: Time Series Interpolation Method Based on Lebesgue Sampling

      • Luis Miralles-Pechuán, Matthieu Bellucci, M. Atif Qureshi, Brian Mac Namee
      Pages 182-196
    12. Machine Leaning Based Urdu Language Tutor for Primary School Students

      • Fatima Khalil, Farva Sardar, Mehreen Gull, Muhammad Aslam, Nafees Ahmad, A. M. Martinez-Enriquez
      Pages 197-207
  4. Evolutionary and Metaheuristic Algorithms

    1. Front Matter

      Pages 209-209
    2. Selection Schemes Analysis in Genetic Algorithms for the Maximum Influence Problem

      • Abel García-Nájera, Saúl Zapotecas-Martínez, Roberto Bernal-Jaquez
      Pages 211-222

Other Volumes

  1. Advances in Soft Computing

About this book

The two-volume set LNAI 12468 and 12469 constitutes the proceedings of the 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, held in Mexico City, Mexico, in October 2020. 

The total of 77 papers presented in these two volumes was carefully reviewed and selected from 186 submissions.

The contributions are organized in topical as follows:

Part I: machine and deep learning, evolutionary and metaheuristic algorithms, and soft computing.

Part II: natural language processing, image processing and pattern recognition, and intelligent applications and robotics.

Editors and Affiliations

  • Facultad de Ingeniería, Universidad Panamericana, Mexico City, Mexico

    Lourdes Martínez-Villaseñor, Hiram Ponce

  • Universidad Autónoma Metropolitana, Mexico City, Mexico

    Oscar Herrera-Alcántara

  • Universidad Autónoma del Estado de Hidalgo, Hidalgo, Mexico

    Félix A. Castro-Espinoza

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
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