Search Results - "Diego Ferreira, Danton"

A comparison of machine learning algorithms for predicting consumer responses based on physical, chemical, and physical–chemical data of fruits by Ribeiro, Michele Nayara, Carvalho, Iago Augusto, Ferreira, Danton Diego, Pinheiro, Ana Carla Marques

“…Machine learning algorithms are widely used for predicting the consumer response to several food products. Recent studies in the literature demonstrated that…”
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Utilization of machine learning for dengue case screening by Bohm, Bianca Conrad, Borges, Fernando Elias de Melo, Silva, Suellen Caroline Matos, Soares, Alessandra Talaska, Ferreira, Danton Diego, Belo, Vinícius Silva, Lignon, Julia Somavilla, Bruhn, Fábio Raphael Pascoti

“…Dengue causes approximately 10.000 deaths and 100 million symptomatic infections annually worldwide, making it a significant public health concern. To address…”
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Stable Rules Definition for Fuzzy TS Speed Controller Implemented for BLDC Motor by Kaczmarczyk, Grzegorz, Malarczyk, Mateusz, Ferreira, Danton Diego, Kaminski, Marcin

“…This paper deals with the application of a fuzzy-logic-based controller for a drive with a BLDC motor. Two main aspects of the work are presented in this…”
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Neural network-based method to stratify people at risk for developing diabetic foot: A support system for health professionals by Ferreira, Ana Cláudia Barbosa Honório, Ferreira, Danton Diego, Barbosa, Bruno Henrique Groenner, Aline de Oliveira, Uiara, Aparecida Padua, Estefânia, Oliveira Chiarini, Felipe, Baena de Moraes Lopes, Maria Helena

“…Diabetes Mellitus (DM) is a chronic disease with a high worldwide prevalence. Diabetic foot is one of the DM complications and compromises health and quality…”
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Data clustering based on principal curves by Moraes, Elson Claudio Correa, Ferreira, Danton Diego, Vitor, Giovani Bernardes, Barbosa, Bruno Henrique Groenner

“…In this contribution we present a new method for data clustering based on principal curves. Principal curves consist of a nonlinear generalization of principal…”
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Predicting coffee water potential from spectral reflectance indices with neural networks by Nunes, Pedro Henrique, Pierangeli, Eduardo Vilela, Santos, Meline Oliveira, Silveira, Helbert Rezende Oliveira, de Matos, Christiano Sousa Machado, Pereira, Alessandro Botelho, Alves, Helena Maria Ramos, Volpato, Margarete Marin Lordelo, Silva, Vânia Aparecida, Ferreira, Danton Diego

“…Leaf water potential is one of the main parameters used to assess water relations in plants by revealing levels of tissue hydration. It is commonly measured…”
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Biological Significance of Probiotic Microorganisms from Kefir and Kombucha: A Review by da Anunciação, Talita Andrade, Guedes, Juan Diego Silva, Tavares, Pedro Paulo Lordelo Guimarães, de Melo Borges, Fernando Elias, Ferreira, Danton Diego, Costa, Jorge Alberto Vieira, Umsza-Guez, Marcelo Andrés, Magalhães-Guedes, Karina Teixeira

“…(1) Background: The human microbiota is essential for maintaining a healthy body. The gut microbiota plays a protective role against pathogenic bacteria…”
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Hydrological modeling in a basin of the Brazilian Cerrado biome by Rodrigues, Jéssica Assaid Martins, Andrade, Alberto Carlos de Oliveira, Viola, Marcelo Ribeiro, Ferreira, Danton Diego, Mello, Carlos Rogério de, Thebaldi, Michael Silveira

“…The Brazilian Cerrado biome (BCB) is among 25 biodiversity hotspots identified worldwide, and covers the recharge area of important aquifers and rivers in…”
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A model validation scale based on multiple indices by Ferreira, Danton Diego, Nepomuceno, Erivelton Geraldo, Cerqueira, Augusto Santiago, Mendes, Thais Martins

“…Validation of an estimated model is not a trivial task because it depends on the purpose of the model, which usually defines the most important features of the…”
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Exploiting Feature Extraction Techniques for Remote Sensing Image Classification by Boell, M., Ramos Alves, H., Volpato, M., Ferreira, D., Lacerda, W.

“…Multispectral image classification derived from satellite sensors is a topic of graet interest for the scientific community. The great interest is to…”
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Power quality events recognition using a SVM-based method by Cerqueira, Augusto Santiago, Ferreira, Danton Diego, Ribeiro, Moisés Vidal, Duque, Carlos Augusto

“…In this paper, a novel SVM-based method for power quality event classification is proposed. A simple approach for feature extraction is introduced, based on…”
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Improved Disturbance Detection Technique for Power-Quality Analysis by Marques, C A G, Ferreira, D D, Freitas, L R, Duque, C A, Ribeiro, M V

“…This paper presents an improved technique for detecting disturbances in voltage signals for power quality analysis. The main advantage of the proposed…”
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Detection of Power Quality Disturbance using a Multidimensional Approach in an Embedded System by Martins Mendes, Thais, Rodrigues Souza Faria, Euler, Aparecido Vizioli Perle, Lucas, Godinho Ribeiro, Eduardo, Diego Ferreira, Danton, Henrique Groenner Barbosa, Bruno, Augusto Duque, Carlos

“…Power Quality (PQ) has emerged as an important research field in recent years. The development and increasing use of high power converters and the increase of…”
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Review on applications of electric ehicles in the countryside by Romilton Oliveira Magalhães, Mateus Vieira da Assunção, João Paulo Mendes Santos, Emanuel Victor da Silva, Luiz de Gonzaga Ferreira Júnior, Ricardo Rodrigues Magalhães, Danton Diego Ferreira

“…This paper presents the main applications of electric vehicles in rural areas, pointing out the trends and challenges for the future. Technological conditions…”
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Real-time Detection System of Electrical Disturbances for Remote Communication Stations and Smart Grid by Natanael Gallo, Wesley, Heimfarth, Tales, Diego Ferreira, Danton, Martins Mendes, Thais

“…This article proposes the development of a disturbance detection system in the electrical network that operates in real time. The system is employed in RCS…”
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Displacement Tracking of Harvester Rods of a Coffee Harvester by de Gonzaga Ferreira Junior, Luiz, Moreira da Siva, Fabio, Diego Ferreira, Danton

“…There is a certain difficulty by grower to properly regulate the coffee harvester for a specific condition of each harvest. To know the vibratory motion of the…”
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Review on applications of electric vehicles in the countryside by Magalhães, Romilton Oliveira, Assunção, Mateus Vieira da, Santos, João Paulo Mendes, Silva, Emanuel Victor da, Ferreira Júnior, Luiz de Gonzaga, Magalhães, Ricardo Rodrigues, Ferreira, Danton Diego

“…This paper presents the main applications of electric vehicles in rural areas, pointing out the trends and challenges for the future. Technological conditions…”
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Inteligência computacional aplicada à detecção de câncer de mama by Marques, Leomar Santos, Magalhães, Ricardo Rodrigues, Ferreira, Danton Diego

“…O câncer de mama apresenta elevado índice de mortalidade em todo o mundo, sendo o mais incidente em mulheres. Seu diagnóstico tendo sido realizado por meio de…”
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Recomendação para colheita mecânica do café baseado no comportamento de vibração das hastes derriçadoras by Ferreira Júnior, Luiz de Gonzaga, Silva, Fábio Moreira da, Ferreira, Danton Diego, Sales, Ronan Souza

“…RESUMO: A competitividade no mercado agrícola tem tornado intensa a busca pela redução de custo nos processos de produção, como é o caso da colheita do café (…”
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Classificador de Cargas Elétricas Residenciais com Acionamento Individual e Simultâneo by de Lima, Rodrigo Botelho, de Souza, Otavio Pelegrini, Monteiro, Henrique L. M., Ferreira, Danton Diego, Lacerda, Wilian Soares

“…This paper presents an accurate method for identifying residential loads non-intrusively. The performance is analyzed from a dataset with five running loads…”
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