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of 507
pro vyhledávání: '"Rossi, André"'
Quality classification of wood boards is an essential task in the sawmill industry, which is still usually performed by human operators in small to median companies in developing countries. Machine learning algorithms have been successfully employed
Externí odkaz:
http://arxiv.org/abs/2310.13490
Autor:
Roder, Mateus, Almeida, Jurandy, de Rosa, Gustavo H., Passos, Leandro A., Rossi, André L. D., Papa, João P.
In the last decade, exponential data growth supplied machine learning-based algorithms' capacity and enabled their usage in daily-life activities. Additionally, such an improvement is partially explained due to the advent of deep learning techniques,
Externí odkaz:
http://arxiv.org/abs/2211.17045
Autor:
Costa, Natália A., Ribeiro, Ana R., Rossi, André L., Monteiro, Cláudia, Lisboa-Filho, Paulo N., Martins, M. Cristina L.
Publikováno v:
In Applied Surface Science 15 February 2025 682
Autor:
Vienna, Hellen A., Klimpovuz, Carla R., Turchetti, Denis A., Rossi, André L., Oliveira, Marcela M., Marletta, Alexandre, Akcelrud, Leni C.
Publikováno v:
In Journal of Molecular Structure 15 February 2025 1322 Part 3
Autor:
Rossi, André Luis Debiaso
Aprendizado de máquina é uma área de pesquisa na qual se investiga como desenvolver sistemas capazes de aprender com a experiência. Muitos algoritmos de aprendizado possuem parâmetros cujos valores devem ser especificados pelo usuário. Em geral
Autor:
Sousa, Luís, Costa, Natália A., Rossi, Andre, Simões, Sónia, Toptan, Fatih, Alves, Alexandra C.
Publikováno v:
In Surface & Coatings Technology 15 June 2024 485
Autor:
Roder, Mateus, de Rosa, Gustavo H., de Albuquerque, Victor Hugo C., Rossi, André L. D., Papa, João P.
Deep learning architectures have been widely fostered throughout the last years, being used in a wide range of applications, such as object recognition, image reconstruction, and signal processing. Nevertheless, such models suffer from a common probl
Externí odkaz:
http://arxiv.org/abs/2101.06741
Autor:
Mantovani, Rafael Gomes, Rossi, André Luis Debiaso, Alcobaça, Edesio, Gertrudes, Jadson Castro, Junior, Sylvio Barbon, de Carvalho, André Carlos Ponce de Leon Ferreira
Machine Learning (ML) algorithms have been increasingly applied to problems from several different areas. Despite their growing popularity, their predictive performance is usually affected by the values assigned to their hyperparameters (HPs). As con
Externí odkaz:
http://arxiv.org/abs/2008.00025
Autor:
Cabral, A.J. Freitas, Filho, Jorge Novais, Huaman, N.R. Checca, Rossi, André Linhares, Remédios, C.M.Rocha
Publikováno v:
In Solid State Sciences December 2023 146
Publikováno v:
In Expert Systems With Applications 15 November 2023 230