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Autenticação e disponibilidade em um Sistema de Arquivos Distribuído Flexível e Adaptável
(2017-07-11)
A Distributed File System (DFS) is a system where the files are stored and distributed on different computers connected via a communication network. The FlexA is a DFS integrated into the user space with fault tolerance, ...
The use of games in a graduation course in an engineering faculty
(2021-01-01)
The quality of education did not accompany the Brazilian effort to increase the number of students in higher education, contributing to this the small number of practical classes and interdisciplinarity. The publication ...
Shedding light on variational autoencoders
(2018-10-01)
Deep neural networks provide the canvas to create models of millions of parameters to fit distributions involving an equally large number of random variables. The contribution of this study is twofold. First, we introduce ...
Combined active and semi-supervised learning using particle walking temporal dynamics
(Ieee, 2013-01-01)
Both Semi-Supervised Leaning and Active Learning are techniques used when unlabeled data is abundant, but the process of labeling them is expensive and/or time consuming. In this paper, those two machine learning techniques ...
Improving Accuracy and Speed of Optimum-Path Forest Classifier Using Combination of Disjoint Training Subsets
(Springer, 2011-01-01)
The Optimum-Path Forest (OPF) classifier is a recent and promising method for pattern recognition, with a fast training algorithm and good accuracy results. Therefore, the investigation of a combining method for this kind ...
A Deep Learning Approach to Forecast SARS-CoV-2 on the Peruvian Coast
(2021-01-01)
The current spreading of the SARS-CoV-2 pandemic had put all the scientific community in alert. Even in the presence of different vaccines, the active virus still represents a global challenge. Due to its rapid spreading ...