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A Web Approach for the Extraction, Analysis, and Visualization of Sentiments in Social Networks Regarding the Public Opinion on Politicians in Ecuador Using Natural Language Processing and High-Performance Computing Tools
OtherAbstract: In a constantly evolving technological world, the presence of state-of-the-art computer-based methodPalabras claves:ChatGPT, high-performance computing, Natural Language processing, Politicians Public Opinion, sentiment analysis, SOCIAL NETWORKSAutores:B. Parra Zambrano, Gabriel A. León-ParedesFuentes:scopusAn Architecture for MRI Processing, Segmentation and Model Explanation Using Deep Learning and Transfer Learning to Support Brain Cancer Diagnosis in Preoperative Patients
OtherAbstract: Brain cancer diagnosis, particularly in preoperative stages, presents a complex challenge due to thePalabras claves:Brain cancer diagnosis, Deep learning, Model explanation, MRI SEGMENTATION, Preoperative patients, U-Net 3D architectureAutores:Carlos Saico, Gabriel A. León-Paredes, Leonardo Crespo, Pablo Peña, Remigio Hurtado OrtizFuentes:scopusA Multilingual Sentiment Analysis System for TikTok Comments in Spanish Using RoBERTa and LSTM
OtherAbstract: Social media platforms, particularly TikTok, have become an integral part of daily life for millionsPalabras claves:Deep learning, Multilingual Natural Language Processing, Parallel computing, Pytorch, sentiment analysis, Social media analysisAutores:Christian M. Buestan-Villa, Gabriel A. León-Paredes, Luis A. Alba-Narváez, Santiago M. Torres-CorderoFuentes:scopusEnhancing Sentiment Analysis of Corruption-Related Comments on Social Networks in Ecuador Using Techniques of Machine Learning: LSTM, Linear Regression, and Support Vector Machine
OtherAbstract: This research focuses on obtaining effective models that can predict a person’s sentiments from writPalabras claves:corruption, linear regression, LSTM, sentiment analysis, SVMAutores:Denys Dutan-Sanchez, Gabriel A. León-Paredes, Paul Idrovo-BerrezuetaFuentes:scopusImplementation of an Intelligent Platform for Sustainable Urban Water Consumption Management: A Case Study of Digital Transformation in Zaruma City, Ecuador
OtherAbstract: This article presents the design and implementation of an IT platform based on LoRaWAN technology. IPalabras claves:Cloud, Digital transformation, LoRaWan, React, serverless, Smart water, Urban waterAutores:ERWIN JAIR SACOTO CABRERA , Gabriel A. León-Paredes, M. Jessenia Valdiviezo Vega, Omar Gustavo Bravo QuezadaFuentes:orcidscopusSentiment Analysis of Spanish Comments Using the BERT Model and Parallel Computing Techniques to Optimize and Evaluate the Acceptance of Content on YouTube
OtherAbstract: YouTube, one of the most visited platforms worldwide, generates immense data through user content anPalabras claves:BERT Model, data science, Machine Learning, Multilingual Natural Language Processing, Parallel computing, sentiment analysis, Social media analysis, Textual Data AnalysisAutores:Gabriel A. León-Paredes, John A. Sanmartín-Quituisaca, Paulina E. Azuero-AmbrosiFuentes:scopus