Advances in Computational Intelligence: 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Mexico City, Mexico, October 12–17, 2020, Proceedings, Part II [1st ed.] 9783030608866, 9783030608873

Table of contents :
Front Matter ....Pages i-xxii
Front Matter ....Pages 1-1
An Algorithm to Detect Variations in Writing Styles of Columnists After Major Political Changes (Rodolfo Escobar, Luis Juarez, Erik Molino-Minero-Re, Antonio Neme)....Pages 3-16
Recognition of Named Entities in the Russian Subcorpus Google Books Ngram (Vladimir V. Bochkarev, Stanislav V. Khristoforov, Anna V. Shevlyakova)....Pages 17-28
Candidate List Obtained from Metric Inverted Index for Similarity Searching (Karina Figueroa, Nora Reyes, Antonio Camarena-Ibarrola)....Pages 29-38
A Technique for Conflict Detection in Collaborative Learning Environment by Using Text Sentiment (Germán Lescano, Carlos Lara, César A. Collazos, Rosanna Costaguta)....Pages 39-50
Mining Hidden Topics from Newspaper Quotations: The COVID-19 Pandemic (Thang Hoang Ta, Abu Bakar Siddiqur Rahman, Grigori Sidorov, Alexander Gelbukh)....Pages 51-64
Analysis of COVID-19 Pandemic Using Artificial Intelligence (Maaz Amjad, Yuriria Rodriguez Chavez, Zaryyab Nayab, Alisa Zhila, Grigori Sidorov, Alexander Gelbukh)....Pages 65-73
Bot-Human Twitter Messages Classification (Carolina Martín-del-Campo-Rodríguez, Grigori Sidorov, Ildar Batyrshin)....Pages 74-80
Automatic Story Generation: State of the Art and Recent Trends (Brian Daniel Herrera-González, Alexander Gelbukh, Hiram Calvo)....Pages 81-91
Comparative Methodologies for Evaluation of Ontology Design (Rafaela Blanca Silva-López, Iris Iddaly Méndez-Gurrola, Hugo Pablo-Leyva)....Pages 92-102
Question Classification in a Question Answering System on Cooking (Riyanka Manna, Dipankar Das, Alexander Gelbukh)....Pages 103-108
Exploring the Use of Lexical and Psycho-Linguistic Resources for Sentiment Analysis (Rafael Guzmán Cabrera, Delia Irazú Hernández Farías)....Pages 109-121
Ontological Model to Represent Information About Songs (Luis Yael Méndez-Sánchez, Mireya Tovar)....Pages 122-133
Topic Modelling with NMF vs. Expert Topic Annotation: The Case Study of Russian Fiction (Tatiana Sherstinova, Olga Mitrofanova, Tatiana Skrebtsova, Ekaterina Zamiraylova, Margarita Kirina)....Pages 134-151
Thesaurus-Based Methods for Assessment of Text Complexity in Russian (Valery Solovyev, Vladimir Ivanov, Marina Solnyshkina)....Pages 152-166
Evaluating Pre-trained Word Embeddings and Neural Network Architectures for Sentiment Analysis in Spanish Financial Tweets (José Antonio García-Díaz, Oscar Apolinario-Arzube, Rafael Valencia-García)....Pages 167-178
Speech to Mexican Sign Language for Learning with an Avatar (Fernando Barrera Melchor, Julio César Alcibar Palacios, Obdulia Pichardo-Lagunas, Bella Martinez-Seis)....Pages 179-192
Poincaré Embeddings in the Task of Named Entity Recognition (David Muñoz, Fernando Pérez, David Pinto)....Pages 193-204
Tweets Monitoring for Real-Time Emergency Events Detection in Smart Campus (Jorge Ramírez-García, Rodolfo E. Ibarra-Orozco, Amadeo J. Argüelles Cruz)....Pages 205-213
Evaluation of Similarity Measures in a Benchmark for Spanish Paraphrasing Detection (Helena Gómez-Adorno, Gemma Bel-Enguix, Gerardo Sierra, Juan-Manuel Torres-Moreno, Renata Martinez, Pedro Serrano)....Pages 214-223
Similarity-Based Correlation Functions for Binary Data (Ildar Z. Batyrshin, Ivan Ramirez-Mejia, Ilnur I. Batyrshin, Valery Solovyev)....Pages 224-233
Front Matter ....Pages 235-235
Dissimilarity-Based Correlation of Movements and Events on Circular Scales of Space and Time (Ildar Batyrshin, Nailya Kubysheva, Valery Tarassov)....Pages 237-246
Data Augmentation with Transformers for Text Classification (José Medardo Tapia-Téllez, Hugo Jair Escalante)....Pages 247-259
Information Retrieval-Based Question Answering System on Foods and Recipes (Riyanka Manna, Dipankar Das, Alexander Gelbukh)....Pages 260-270
Sentiment Detection in Economics Texts (Olumide E. Ojo, Alexander Gelbukh, Hiram Calvo, Olaronke O. Adebanji, Grigori Sidorov)....Pages 271-281
Depression Detection in Social Media Using a Psychoanalytical Technique for Feature Extraction and a Cognitive Based Classifier (Seyed Habib Hosseini-Saravani, Sara Besharati, Hiram Calvo, Alexander Gelbukh)....Pages 282-292
Does Supervised Learning of Sentence Candidates Produce the Best Extractive Summaries? (Sandra J. Gutiérrez Hinojosa, Hiram Calvo, Marco A. Moreno-Armendáriz, Carlos Duchanoy)....Pages 293-296
Authorship Link Retrieval Between Documents (Hiram Calvo, Consuelo Varinia García-Mendoza, Esteban Andrés Ruiz-Chávez, Omar Juárez Gambino)....Pages 297-305
Front Matter ....Pages 307-307
A Proposal of an Empirical Methodology to Approximate an Electroencephalographic Signal with Appropriate Representatives of the Fourier Transformation (José Alfredo Zavaleta-Viveros, Porfirio Toledo, Martha Lorena Avendaño-Garrido, Jesús Enrique Escalante-Martínez)....Pages 309-324
Rotten Fruit Detection Using a One Stage Object Detector (K. Perez-Daniel, A. Fierro-Radilla, J. P. Peñaloza-Cobos)....Pages 325-336
MSUP: Model for the Searching of Unidentified People Comparing Binary Vectors Using Jaccard and Dice (José-Sergio Ruiz-Castilla, Farid García-Lamont, José Ángel Regalado-García, Adán Vidal-Peralta, Carlos Rafael Hernández-Magos)....Pages 337-349
Comparison Methods for Fuzzy C-Means Initialization Applied to Image Segmentation (Virna V. Vela-Rincón, Celia Ramos-Palencia, Dante Mújica-Vargas, Jean Marie Vianney Kinani, Eduardo Ramos-Díaz)....Pages 350-362
SPEdu: A Toolbox for Processing Digitized Historical Documents (Fabio Gomes Rocha, Guillermo Rodriguez)....Pages 363-375
Road Signs Segmentation Through Mobile Laser Scanner and Imagery (K. L. Flores-Rodríguez, J. J. González-Barbosa, F. J. Ornelas-Rodríguez, J. B. Hurtado-Ramos, P. A. Ramirez-Pedraza)....Pages 376-389
Person Authentication Based on Standard Deviation of EEG Signals and Bayesian Classifier (D. Farias-Castro, R. Salazar-Varas)....Pages 390-400
Front Matter ....Pages 401-401
Using the Gini Index for a Gaussian Mixture Model (Adriana Laura López-Lobato, Martha Lorena Avendaño-Garrido)....Pages 403-418
MASDES-DWMV: Model for Dynamic Ensemble Selection Based on Multiagent System and Dynamic Weighted Majority Voting (Arnoldo Uber Jr., Ricardo Azambuja Silveira, Paulo Jose de Freitas Filho, Julio Cezar Uzinski, Reinaldo Augusto da Costa Bianchi)....Pages 419-434
Prediction of Social Ties Based on Bluetooth Proximity Time Series Data (José C. Carrasco-Jiménez, Ramon F. Brena, Sigfrido Iglesias)....Pages 435-446
Energy Saving by Using Internet of Things Paradigm and Machine Learning (Josimar Reyes-Campos, Giner Alor-Hernández, Isaac Machorro-Cano, José Luis Sánchez-Cervantes, Hilarión Muñoz-Contreras, José Oscar Olmedo-Aguirre)....Pages 447-458
Vision-Based Autonomous Navigation with Evolutionary Learning (Ernesto Moya-Albor, Hiram Ponce, Jorge Brieva, Sandra L. Coronel, Rodrigo Chávez-Domínguez)....Pages 459-471
Mobile Robotic Navigation System With Improved Autonomy Under Diverse Scenarios (Elizabeth López-Lozada, Elsa Rubio-Espino, Juan-Humberto Sossa-Azuela, Víctor H. Ponce-Ponce)....Pages 472-485
Back Matter ....Pages 487-489

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