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ORCID20th MICAI 2021: Mexico City, Mexico - Part II
- Ildar Z. Batyrshin
, Alexander F. Gelbukh, Grigori Sidorov:
Advances in Soft Computing - 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Mexico City, Mexico, October 25-30, 2021, Proceedings, Part II. Lecture Notes in Computer Science 13068, Springer 2021, ISBN 978-3-030-89819-9
Natural Language Processing Supervised
- Fabio Gomes Rocha, Guillermo Rodríguez, Eli Emanuel F. Andrade, Adolfo Guimarães, Vítor Gonçalves, Rosimeri Ferraz Sabino:
Supervised Machine Learning for Automatic Assessment of Free-Text Answers. 3-12 - Rafael Gallardo García, Beatríz Beltrán Martínez, Carlos Arturo Hernández-Gracidas, Darnes Vilariño Ayala:
Towards Multilingual Image Captioning Models that Can Read. 13-27
Best Paper Award, Second Place
- Daniil E. Kirilenko, Alexey K. Kovalev, Evgeny Osipov, Aleksandr I. Panov:
Question Answering for Visual Navigation in Human-Centered Environments. 31-45 - Mario Campos Soberanis, Diego Campos-Sobrino, Rafael Viana Cámara:
Improving a Conversational Speech Recognition System Using Phonetic and Neural Transcript Correction. 46-58 - Vladimir V. Bochkarev, Andrey V. Savinkov, Anna V. Shevlyakova:
Estimation of Imageability Ratings of English Words Using Neural Networks. 59-69 - Ana Laura Lezama Sánchez, Mireya Tovar Vidal, José Alejandro Reyes-Ortíz:
Hypernyms-Based Topic Discovery Using LDA. 70-80 - Christian Efraín Maldonado Sifuentes, Jason Angel, Grigori Sidorov, Olga Kolesnikova, Alexander F. Gelbukh:
Virality Prediction for News Tweets Using RoBERTa. 81-95 - Claudia Bernal, Miguel Bernal, Andrei Noguera, Hiram Ponce, Edgar Avalos-Gauna:
Sentiment Analysis on Twitter About COVID-19 Vaccination in Mexico. 96-107 - Antonio Camarena-Ibarrola, Miguel Reynoso, Karina Figueroa:
Text-Independent Speaker Identification Using Formants and Convolutional Neural Networks. 108-119 - Sergio Khalil Bello García, Eduardo Sánchez Lucero, Edmundo Bonilla Huerta, José Crispín Hernández Hernández, José Federico Ramírez-Cruz, Blanca Estela Pedroza-Méndez:
Nahuatl Neural Machine Translation Using Attention Based Architectures: A Comparative Analysis for RNNs and Transformers as a Mobile Application Service. 120-139 - Saturnino Job Morales Escobar, José Ruiz-Shulcloper, Cristina Juarez-Landin, José Sergio Ruiz Castilla, Osvaldo Andrés Pérez-García:
STClass: A Method for Determining the Sensitivity of Documents. 140-152 - Sabina Nurlybayeva, Iskander Akhmetov, Alexander F. Gelbukh, Rustam Mussabayev:
Plagiarism Detection in Students' Answers Using FP-Growth Algorithm. 153-162 - Esbolat Sapargali, Iskander Akhmetov, Alexandr A. Pak, Alexander F. Gelbukh:
Determining the Relationship Between the Letters in the Voynich Manuscript Splitting the Text into Parts. 163-170
Intelligent Applications and Robotics
- Alexander V. Bozhenyuk, Alexander Dolgiy, Olesiya Kosenko, Margarita Knyazeva:
The Comparative Approach to Solving Temporal-Constrained Scheduling Problem Under Uncertainty. 173-183 - Samuel Arce-Cardenas, Daniel Fajardo-Delgado, Miguel Ángel Álvarez-Carmona, Juan Pablo Ramírez-Silva:
A Tourist Recommendation System: A Study Case in Mexico. 184-195 - Juan Aguilera, Delia Irazú Hernández Farías, Manuel Montes-y-Gómez, Luis Carlos González-Gurrola:
Detecting Traces of Self-harm in Social Media: A Simple and Interpretable Approach. 196-207 - Emmanuel Tonatihu Juárez-Velázquez, Derlis Hernández Lara, Carlos Alfonso Trejo-Villanueva:
Finite-Field Parallel Adder Circuit Over Prime Numbers Based on Spiking Neural P Systems. 208-215 - Juana Isabel Méndez, Pedro Ponce, Marcel Pecina, Gustavo Schroeder, Sergio Castellanos, Therese Peffer, Alan K. Meier, Arturo Molina:
A Rapid HMI Prototyping Based on Personality Traits and AI for Social Connected Thermostats. 216-227 - Juan-Carlos González-Islas, Omar-Arturo Domínguez-Ramírez, Omar López-Ortega, René-Daniel Paredes-Bautista, David Diaz Girón-Aguilar:
Machine Learning Framework for Antalgic Gait Recognition Based on Human Activity. 228-239 - Hugo Estrada, Juan José Flores-Sedano, Alicia Martínez, Jassón Flores, Yasmín Hernández:
A New Approach for the Automatic Connection of Sensors to an IoT Platform. 240-251 - Carlos Minutti-Martinez, Magali Arellano-Vázquez, Marlene Zamora-Machado:
A Hybrid Model for the Prediction of Air Pollutants Concentration, Based on Statistical and Machine Learning Techniques. 252-264 - Jorge Ramírez, Joaquín Alarcón, Gustavo Calzada, Hiram Ponce:
Mexican Automotive Industry Sales Behavior During the COVID-19 Pandemic. 265-276 - Yasmín Hernández, Alicia Martínez, Javier Ortiz, Hugo Estrada:
Modeling Self-efficacy and Self-regulated Learning in Gamified Learning Environments Through Educational Data Mining. 277-288 - Apolinar Velarde Martínez:
Parallelization of the Array Method Using OpenMP. 289-308
Best Paper Award, Third Place
- M. Badri Narayanan, K. Mahesh Bharadwaj, G. R. Nithin, Dhiganth Rao Padamnoor, Vineeth Vijayaraghavan:
Sign Language Translation Using Multi Context Transformer. 311-324 - Rocío Ambrocio-Delgado, Arturo Téllez-Velázquez, Esther Lugo-González, Francisco Javier Espinosa-Garcia:
Optimized Fuzzy Control with Genetic Algorithms and Differential Evolution for Tracking the Trajectories of an Ankle Prosthesis. 325-336 - J. Leonardo González-Ruiz, José Raymundo Marcial-Romero, José Antonio Hernández Servín, Guillermo De Ita:
Approximate the Clique-Width of a Graph Using Shortest Paths. 337-347 - Juan Díaz-Téllez, Victoria Gutiérrez-Vicente, Jaime Estevez-Carreon, O. D. Ramírez-Cárdenas, Ruben Senen García-Ramirez:
Nonlinear Control of a Two-Wheeled Self-balancing Autonomous Mobile Robot. 348-359
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