Advances in Soft Computing

1. Front Matter

   Pages i-xxiv

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2. Natural Language Processing Supervised

   1. Front Matter

      Pages 1-1

      PDF

   2. Supervised Machine Learning for Automatic Assessment of Free-Text Answers

      • Fabio Gomes Rocha, Guillermo Rodriguez, Eli Emanuel F. Andrade, Adolfo Guimarães, Vitor Gonçalves, Rosimeri F. Sabino

      Pages 3-12

   3. Towards Multilingual Image Captioning Models that Can Read

      • Rafael Gallardo García, Beatriz Beltrán Martínez, Carlos Hernández Gracidas, Darnes Vilariño Ayala

      Pages 13-27

3. Best Paper Award, Second Place

   1. Front Matter

      Pages 29-29

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   2. Question Answering for Visual Navigation in Human-Centered Environments

      • Daniil E. Kirilenko, Alexey K. Kovalev, Evgeny Osipov, Aleksandr I. Panov

      Pages 31-45

   3. Improving a Conversational Speech Recognition System Using Phonetic and Neural Transcript Correction

      • Mario Campos-Soberanis, Diego Campos-Sobrino, Rafael Viana-Cámara

      Pages 46-58

   4. Estimation of Imageability Ratings of English Words Using Neural Networks

      • Vladimir V. Bochkarev, Andrey V. Savinkov, Anna V. Shevlyakova

      Pages 59-69

   5. Hypernyms-Based Topic Discovery Using LDA

      • Ana Laura Lezama Sánchez, Mireya Tovar Vidal, José A. Reyes-Ortiz

      Pages 70-80

   6. Virality Prediction for News Tweets Using RoBERTa

      • Christian E. Maldonado-Sifuentes, Jason Angel, Grigori Sidorov, Olga Kolesnikova, Alexander Gelbukh

      Pages 81-95

   7. Sentiment Analysis on Twitter About COVID-19 Vaccination in Mexico

      • Claudia Bernal, Miguel Bernal, Andrei Noguera, Hiram Ponce, Edgar Avalos-Gauna

      Pages 96-107

   8. Text-Independent Speaker Identification Using Formants and Convolutional Neural Networks

      • Antonio Camarena-Ibarrola, Miguel Reynoso, Karina Figueroa

      Pages 108-119

   9. Nahuatl Neural Machine Translation Using Attention Based Architectures: A Comparative Analysis for RNNs and Transformers as a Mobile Application Service

      • Sergio Khalil Bello García, Eduardo Sánchez Lucero, Edmundo Bonilla Huerta, José Crispín Hernández Hernández, José Federico Ramírez Cruz, Blanca Estela Pedroza Méndez

      Pages 120-139

   10. STClass: A Method for Determining the Sensitivity of Documents

       • Saturnino Job Morales Escobar, José Ruiz Shulcloper, Cristina Juárez Landín, José-Sergio Ruiz-Castilla, Osvaldo Andrés Pérez García

       Pages 140-152

   11. Plagiarism Detection in Students’ Answers Using FP-Growth Algorithm

       • Sabina Nurlybayeva, Iskander Akhmetov, Alexander Gelbukh, Rustam Mussabayev

       Pages 153-162

   12. Determining the Relationship Between the Letters in the Voynich Manuscript Splitting the Text into Parts

       • Esbolat Sapargali, Iskander Akhmetov, Alexandr Pak, Alexander Gelbukh

       Pages 163-170

4. Intelligent Applications and Robotics

   1. Front Matter

      Pages 171-171

      PDF

   2. The Comparative Approach to Solving Temporal-Constrained Scheduling Problem Under Uncertainty

      • Alexander Bozhenyuk, Alexander Dolgiy, Olesiya Kosenko, Margarita Knyazeva

      Pages 173-183

   3. A Tourist Recommendation System: A Study Case in Mexico

      • Samuel Arce-Cardenas, Daniel Fajardo-Delgado, Miguel Á. Álvarez-Carmona, Juan Pablo Ramírez-Silva

      Pages 184-195

   4. Detecting Traces of Self-harm in Social Media: A Simple and Interpretable Approach

      • Juan Aguilera, Delia Irazú Hernández Farías, Manuel Montes-y-Gómez, Luis C. González

      Pages 196-207

The two-volume set LNAI 13067 and 13068 constitutes the proceedings of the 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, held in Mexico City, Mexico, in October 2021.

The total of 58 papers presented in these two volumes was carefully reviewed and selected from  129 submissions.

The first volume, Advances in Computational Intelligence, contains 30 papers structured

into three sections:

– Machine and Deep Learning

– Image Processing and Pattern Recognition

– Evolutionary and Metaheuristic Algorithms

The second volume, Advances in Soft Computing, contains 28 papers structured into two sections:

– Natural Language Processing

– Intelligent Applications and Robotics

• artificial intelligence
• computer hardware
• computer networks
• computer science
• computer systems
• computer vision
• correlation analysis
• databases
• education
• engineering
• internet
• learning
• linguistics
• machine learning
• mathematics
• Natural Language Processing (NLP)
• natural languages
• neural networks
• semantics
• signal processing

• Instituto Politécnico Nacional, Centro de Investigación en Computación, Mexico City, Mexico

  Ildar Batyrshin, Alexander Gelbukh, Grigori Sidorov

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