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André Moura, Pedro Lima, Fábio Mendonça, Sheikh Shanawaz Mostafa and Fernando Morgado-Dias
This article assesses different text representations for labeling unmarked dialog data, which can be applied to identify user intents directly relevant to dialog systems.
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Décio Alves, Fábio Mendonça, Sheikh Shanawaz Mostafa and Fernando Morgado-Dias
Wind forecasting, which is essential for numerous services and safety, has significantly improved in accuracy due to machine learning advancements. This study reviews 23 articles from 1983 to 2023 on machine learning for wind speed and direction nowcasti...
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Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias and Antonio G. Ravelo-García
This study presents a novel approach for kernel selection based on Kullback?Leibler divergence in variational autoencoders using features generated by the convolutional encoder. The proposed methodology focuses on identifying the most relevant subset of ...
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Evandro S. Ortigossa, Fábio Felix Dias and Diego Carvalho do Nascimento
The exploration and analysis of multidimensional data can be pretty complex tasks, requiring sophisticated tools able to transform large amounts of data bearing multiple parameters into helpful information. Multidimensional projection techniques figure a...
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André Felipe Librantz, Fábio Cosme Rodrigues dos Santos, Cleber Gustavo Dias (Author)
Pág. e37275
Artificial neural networks in the multivariable control of chlorine dosing in the post-chlorination stage in a water treatment plant in the Greater São Paulo, Brazil, are analyzed. The plant has constant fluctuations in chlorine demand caused by natural ...
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André Felipe Librantz, Fábio Cosme Rodrigues dos Santos, Cleber Gustavo Dias
Pág. e37275
Artificial neural networks in the multivariable control of chlorine dosing in the post-chlorination stage in a water treatment plant in the Greater São Paulo, Brazil, are analyzed. The plant has constant fluctuations in chlorine demand caused by natural ...
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Fabio Cosme Rodrigues dos Santos, André Felipe Henriques Librantz, Cleber Gustavo Dias, Sheila Gozzo Rodrigues
Pág. 33 - 38
Coagulation is one of the most important processes in a drinking-water treatment plant, and it is applied to destabilize impurities in water for the subsequent flocculation stage. Several techniques are currently used in the water industry to determine t...
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Ezaquel Bednarczuk, Éverton Hillig, Andrea Nogueira Dias, João Fábio Machado, Erick Chagas Mustefaga
Pág. 185 - 192
This study aimed at evaluating the effect of different pressing pressures and the influence of the wood features on the properties of plywood produced with sapwood and heartwood Hovenia dulcis combined with Pinus elliottii. To support the discussio...
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Aline Peçanha Muzy Dias, Marcos Gabriel Pinheiro, Fabio Aguiar-Alves
S. aureus está presente em cerca de 30% dos humanos de maneira assintomática e os sítios de maior prevalência são as fossas nasais, axilas e períneo.Este microrganismo pode causar diversos processos patológicos desde os mais simples como furúnculo e acne...
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Aline Peçanha Muzy Dias, Marcos Gabriel Pinheiro, Fabio Aguiar-Alves
S. aureus está presente em cerca de 30% dos humanos de maneira assintomática e os sítios de maior prevalência são as fossas nasais, axilas e períneo.Este microrganismo pode causar diversos processos patológicos desde os mais simples como furúnculo e acne...
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Yordanys Ramos,Jorge Gómez,Ray Espinosa,Fabio Días Días,Ada Crespo Crespo,Robert Machado
Pág. 165
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Bruno Dias,Alexandre Santos,Antonio Costa,Bruno Ribeiro,Fabio Goncalves,Joaquim Macedo,M. João Nicolau,Oscar Gama,Susana Sousa
Pág. 218 - 227
A Vehicular Adhoc Network (VANET) is a generic conceptualisation that can be applied to the communications domain of an Intelligent Transportation Systems (ITS). It defines requirements that allow the exchange of information between applications and serv...
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Natália dias de Souza,Alexandre Monteiro de Carvalho,Eduardo Vinicius da Silva,Fábio Minoru Yamaji,Ananias Francisco Dias Júnior
Este trabalho teve por objetivo analisar o perfil da atividade moveleira da região metropolitana do Estado do Rio de Janeiro. O estudo utilizou a aplicação de questionários pelo setor produtivo de cada empresa avaliada. A produção moveleira pôde ser divi...
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André Santana Andrade,Luis César Dias Drumond,Maicon Fábio Appelt,Daniel Durães Moreira,Fernando Couto de Araújo,Pedro Ivo Vieira Good God
O objetivo deste trabalho foi avaliar o acúmulo de forragem, o ponto ideal de pastejo e a composição bromatológica da forragem produzida no verão e outono em pastos manejados em sistema intensivo com os capins Tifton 85 e Vaquero. A área está a 1100 metr...
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