Advances in Computational Intelligence: 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Mexico City, Mexico, October 12–17, 2020, Proceedings, Part IILourdes Martínez-Villaseñor, Oscar Herrera-Alcántara, Hiram Ponce, Félix A. Castro-Espinoza Springer Nature, 7 Okt 2020 - 489 halaman 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. |
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| 17 | |
Candidate List Obtained from Metric Inverted Index for Similarity Searching | 29 |
A Technique for Conflict Detection in Collaborative Learning Environment by Using Text Sentiment | 39 |
The COVID19 Pandemic | 51 |
Analysis of COVID19 Pandemic Using Artificial Intelligence | 65 |
BotHuman Twitter Messages Classification | 74 |
State of the Art and Recent Trends | 81 |
Information RetrievalBased Question Answering System on Foods and Recipes | 260 |
Sentiment Detection in Economics Texts | 271 |
Depression Detection in Social Media Using a Psychoanalytical Technique for Feature Extraction and a Cognitive Based Classifier | 282 |
Does Supervised Learning of Sentence Candidates Produce the Best Extractive Summaries? | 293 |
Authorship Link Retrieval Between Documents | 297 |
Image Processing and Pattern Recognition | 306 |
A Proposal of an Empirical Methodology to Approximate an Electroencephalographic Signal with Appropriate Representatives of the Fourier Transf... | 307 |
Rotten Fruit Detection Using a One Stage Object Detector | 325 |
Comparative Methodologies for Evaluation of Ontology Design | 92 |
Question Classification in a Question Answering System on Cooking | 103 |
Exploring the Use of Lexical and PsychoLinguistic Resources for Sentiment Analysis | 109 |
Ontological Model to Represent Information About Songs | 122 |
The Case Study of Russian Fiction | 134 |
ThesaurusBased Methods for Assessment of Text Complexity in Russian | 152 |
Evaluating Pretrained Word Embeddings and Neural Network Architectures for Sentiment Analysis in Spanish Financial Tweets | 167 |
Speech to Mexican Sign Language for Learning with an Avatar | 179 |
Poincaré Embeddings in the Task of Named Entity Recognition | 193 |
Tweets Monitoring for RealTime Emergency Events Detection in Smart Campus | 205 |
Evaluation of Similarity Measures in a Benchmark for Spanish Paraphrasing Detection | 214 |
SimilarityBased Correlation Functions for Binary Data | 224 |
Best Paper Award Third Place | 234 |
DissimilarityBased Correlation of Movements and Events on Circular Scales of Space and Time | 235 |
Data Augmentation with Transformers for Text Classification | 247 |
Model for the Searching of Unidentified People Comparing Binary Vectors Using Jaccard and Dice | 337 |
Comparison Methods for Fuzzy CMeans Initialization Applied to Image Segmentation | 350 |
A Toolbox for Processing Digitized Historical Documents | 363 |
Road Signs Segmentation Through Mobile Laser Scanner and Imagery | 376 |
Person Authentication Based on Standard Deviation of EEG Signals and Bayesian Classifier | 390 |
Intelligent Applications and Robotics | 401 |
Using the Gini Index for a Gaussian Mixture Model | 403 |
Model for Dynamic Ensemble Selection Based on Multiagent System and Dynamic Weighted Majority Voting | 419 |
Prediction of Social Ties Based on Bluetooth Proximity Time Series Data | 435 |
Energy Saving by Using Internet of Things Paradigm and Machine Learning | 447 |
VisionBased Autonomous Navigation with Evolutionary Learning | 459 |
Mobile Robotic Navigation System With Improved Autonomy Under Diverse Scenarios | 472 |
Author Index | 486 |
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accuracy algorithm applied approach association coefficients automatic average Bayes bigrams binary circular scale classifier clustering coherence color columnists components Computational Linguistics considered coronavirus corpus correlation functions database dataset defined detection documents domain evaluation example frequency fuzzy Gaussians IEEE Instituto Instituto Politécnico Nacional K-means Keywords label lexical LNAI machine learning Martínez-Villaseñor matrix method methodology metrics Mexico Universidad MICAI module n-grams n-tuples Nacional named entities named entity recognition Natural Language Processing negative neural network object obtained ontology ontology design parameters performance permutation point cloud presented proposed PTWE query question Random Forest RetinaNet road signs robot Russian sample Sect segmentation selected semantic sentences sentiment analysis shows similarity measures social media Springer Nature Switzerland stories String Switzerland AG 2020 Table task techniques TF-IDF tion topic modelling tweets Twitter users values vector word embeddings