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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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Fernando Mendonça, Flávio Martins and João Janeiro
This paper presents the Simulation Management System for Operational Coastal Hydrodynamic Models, or SMS-Coastal, and its novel methodology designed to automate forecast simulations of coastal models. Its working principle features a generic framework th...
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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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Fernando Hadad Zaidan,Marcello Peixoto Bax,Fabrício Martins Mendonça,Mauro Araújo Câmara
As Uniform Resource Identifi ers (URI) foram criadas para nomear ou identificar recursos na Web. Todo recurso possui uma URI que o referencia sem ambiguidade. Mas o que significa uma URI no contexto da Web Semântica? Sobre isso, um embate foi estabelecid...
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Willker W.F. Vieria, Marcos A.A. Mendonça, Fernando O.M. Torres, Willer L. Carvalho
Pág. 2797 - 2808
This paper analyzes the switching costs of air transport users, in relation to the airlines, of Goiânia International Airport, on the line chosen. For this, were collected the stated preferences of the passengers of this airport and, through of the discr...
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Fernando Silva Albuquerque,Airton Teles de Mendonça
Pág. 101 - 117
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Vanessa de Fátima Grah, Tarlei Arriel Botrel, Fernando Campos Mendonça
Pág. 599 - 606
The automation of irrigation systems has been widely implemented in Brazil in recent years, which is necessary due to operational requirements, such as irrigation of large areas at night, and subdivision of the irrigated area because of restricted use of...
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Vanessa Nascimento Brito,Fernando Reynel Fundora Tellechea,Letícia Celia Heitor,Marta Simone Mendonça Freitas,Marco Antonio Martins
Pág. 485 - 497
A recuperação de diferentes ecossistemas degradados demanda pesquisas com espécies florestais nativas que possam subsidiar programas de recuperação florestal. A produção de mudas com espécies arbóreas nativas em associação com os microrganismos do solo é...
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Gilsonley Lopes dos Santos,Marcos Gervasio Pereira,Tiago de Conto,Daniel Costa de Carvalho,Thiago Azevedo de Amorim,Victoria Maria Monteiro Mendonça,Luiz Fernando Duarte de Morais
Pág. 1217 - 1228
A composição e qualidade do banco de sementes são alguns dos fatores responsáveis pela estrutura e composição florística dos ambientes florestais. O objetivo deste estudo foi avaliar o banco de sementes de um fragmento de Floresta Estacional Semidecidual...
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