MS Data Processing and Analysis – Session 1Local: Sala Jatiúca - 12/11/2024 das 10:00 às 10:15
A Case Study of Artificial Neural Networks Usage for Rate of Penetration Prediction with Offset Wells Data
Antonio Paulo Amancio Ferro, Erasmo Augusto Bezerra Silva, Francisco de Assis Viana Binas Júnior, Lucas Pereira de Gouveia, Aline da Silva Ramos Barboza
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- 12/11/2024 das 10:15 às 10:30
A deep learning approach for detection and location small portions of water in aerial images acquired by drones
Gustavo Araujo Lima, Rafael Oliveira Cotrin, Marcos Alexandruk, Gabriel Rosa Paz, Sidnei Alves de Araujo
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- 12/11/2024 das 10:30 às 10:45
A Stacked Generalization Ensemble Method for Rate of Penetration Prediction
Erasmo Augusto Bezerra Silva, Antonio Paulo Amancio Ferro, Francisco de Assis Viana Binas Júnior, Lucas Pereira de Gouveia, Aline da Silva Ramos Barboza
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- 12/11/2024 das 10:45 às 11:00
Analysis of the Citation Network in Scientific Journals
Thiago Magela Rodrigues Dias, Patrícia Mascarenhas Dias, Gray Farias Moita, Matheus Henrique Alves
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- 12/11/2024 das 11:00 às 11:15
Aplicación web georreferenciada para el acceso a la información de suelos del Departamento de Caaguazú
Fany Lorena Acuña Paniagua, Juan Vicente Bogado Machuca, Carlos Javier Villalba Martínez
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- 12/11/2024 das 11:15 às 11:30
Application of Nonlinear Optimization in Flight Path Reconstruction of a Sub-scale Aircraft
Clecio Fischer, Luiz Carlos Sandoval Góes, Éder Alves de Moura, Vítor Paixão Fernandes, Leonardo Murilo Nepomuceno, Roberto Gil Annes da Silva
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- 12/11/2024 das 11:30 às 11:45
Automating Rock Classification: A Vision Transformer Approach in Brazil’s Ornamental Stone
Douglas Fiório Dias, Karin Satie Komati, Kelly Assis de Souza Gazolli
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- 12/11/2024 das 11:45 às 12:00
Brazilian academic mobility: exploring the journey towards training
Higor Alexandre Duarte Mascarenhas, Thiago Magela Rodrigues Dias, Letícia Duarte Mascarenhas
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MS Data Processing and Analysis – Session 2Local: Sala Jatiúca - 12/11/2024 das 16:00 às 16:15
Checking the Status of High Voltage Disconnection Switches Using Siamese Convolutional Neural Networks
Celso Soares Godoy, Marcelo Denadai Marcon, Gustavo Maia de Almeida, Daniel Cruz Cavalieri, Cassius Zanetti Resende
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- 12/11/2024 das 16:15 às 16:30
Collection and Processing of Data from Articles in Scientific Events
Thiago Magela Rodrigues Dias, Guilherme Mascarenhas Dias, Fernanda Coimbra, Patrícia Mascarenhas, Guilherme Mascarenhas Dias
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- 12/11/2024 das 16:30 às 16:45
Contributions of the Analysis of Academic Trajectories to Educational Management
Thiago Magela Rodrigues Dias, Charles Henrique Martins Junior, Patricia Mascarenhas Dias, Patrícia Mascarenhas Dias, Gray Farias Moita
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- 12/11/2024 das 16:45 às 17:00
Data-Driven Modeling of Cold-Formed Steel Bolted Angle Connections under Axial Tension using Artificial Neural Networks
Ruan de Alencar Carvalho, Francisco Evangelista Junior
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- 12/11/2024 das 17:00 às 17:15
Deepfake detection using Eulerian video magnification and Deep Learning
Gideão Pelegrino de Abreu, Jefferson Oliveira Andrade, Karin Satie Komati
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- 12/11/2024 das 17:15 às 17:30
Early detection of university dropout with cluster analysis and machine learning classification techniques
Nathalia Romina González Duarte, Juan Vicente Bogado Machuca
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- 12/11/2024 das 17:30 às 17:45
Early Warning Panel
Nonia Isabel Acosta Britos, Diego Martín Olmedo Giménez, Juan Vicente Bogado Machuca
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- 12/11/2024 das 17:45 às 18:00
Efficient Market Hypothesis in Brazilian and American Markets: A Study Using Time Windows
Rodrigo Coimbra Pereira Alves, Arthur Rodrigo Bosco de Magalhães, Charlene Cassia de Resende
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MS Data Processing and Analysis – Session 3Local: Sala Jatiúca - 13/11/2024 das 10:00 às 10:15
DETERMINATION OF CRITICAL PLANES IN MULTIAXIAL FATIGUE WITH ESTIMATION OF SHEAR STRESS AMPLITUDE IN MECHANICAL COMPONENTS THROUGH DIFFERENT FAILURE CRITERIA
Aurelio Caetano Feliciano, Jorge Luiz de Almeida Ferreira
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- 13/11/2024 das 10:15 às 10:30
Identifying the Main Research Topics in Open Access Journals: An Analysis with Bibliometric Metrics
Thiago Magela Rodrigues Dias, Patrícia Mascarenhas Dias, Gray Farias Moita
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- 13/11/2024 das 10:30 às 10:45
Intelligent analysis system and automatic conference of train formations at EFVM using computation vision
Diogo Henrique da Silva, Diogo Henrique da Silva, Gustavo Maia de Almeida
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- 13/11/2024 das 10:45 às 11:00
Invisible Colleges and Technical Production: A Study of Patents in Brazil
Thiago Magela Rodrigues Dias, Patrícia Mascarenhas Dias, Felipe Campos, Patricia Mascarenhas Dias
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- 13/11/2024 das 11:00 às 11:15
Long short-term memory neural networks applied in demand forecast in the retail market
Fernanda Mayumi Fukai, Daniel Cruz Cavalieri, Fidelis Zanetti de Castro
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- 13/11/2024 das 11:15 às 11:30
Machine Learning Techniques for Egg Production Prediction
Valdinéia Lemke, Jefferson Oliveira Andrade, Karin Satie Komati
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- 13/11/2024 das 11:30 às 11:45
Moisture Detector in Concrete using Convolutional Neural Networks
João Gustavo Silva Guimarães, Eduardo Habib Bechelane Maia, Carlos Renato Lisboa Francês, Thabatta Moreira Alves de Araújo
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- 13/11/2024 das 11:45 às 12:00
Social4Science: Mapping Trends and Patterns in Discussions of Scientific Publications on Social Media
Thiago Magela Rodrigues Dias, Rafael Gonçalo Pereira Ribeiro, Patrícia Mascarenhas Dias, Emerson de Sousa Costa
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MS Data Processing and Analysis – Session 4Local: Sala Jatiúca - 13/11/2024 das 16:00 às 16:15
Socioeconomic Analysis of students who took the Enem between 2019 and 2022 using Machine Learning
Bruno da Silva Macêdo, Pablo da Silva Macêdo, Bruno Henrique Groenner Barbosa, Cristina Maria Valadares de Lima, Patrícia Mascarenhas Dias, Camila Martins Saporetti, Leonardo Goliatt
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- 13/11/2024 das 16:15 às 16:30
Study of the Temporal Propagation of Arboviruses in the Region of Recife-PE: Analysis of Climatic Influence using the SIR Model and Recurrent Neural Networks
Guilherme Lopes de Campos, Guilherme Lopes de Campos, Rita de Cássia de Vasconcelos Pedrosa, Cláudio Tadeu Cristiano
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- 13/11/2024 das 16:30 às 16:45
Technical Decisions Influences on Dynamics and Results in Football: An Analytical Approach Based-On Graph Theory
Felipe Werneck de Oliveira Mendes, Thiago Magela Rodrigues Dias, Alisson Marques da Silva, André L. Maravilha, Michel Pires da Silva
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- 13/11/2024 das 17:00 às 17:15
The Prediction of Bond Strength Between Thin Steel Bars and Concrete Using an Adaptative Neuro-Fuzzy Inference System
Vanderci Fernandes Arruda, Gray F. Moita, Eliene P. Carvalho, Marco A. A. Grossi
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- 13/11/2024 das 17:15 às 17:30
The Relationship between Occupation, Sleep Disorders, and Health Impacts: an Analysis Based on Maximum Spanning Tree
Letícia de Oliveira Silva, Thiago Magela Rodrigues Dias, Alisson Marques da Silva, André Luis Maravilha Silva, Michel Pires da Silva
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- 13/11/2024 das 17:30 às 17:45
Using data science and learning approaches to enhance datasets generated by smart card systems for public transportation
Gray Farias Moita, Mirian Greiner de Oliveira Pinheiro, Renato Guimarães Ribeiro, André Leite Guerra
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