Optimum-path forest: Theory, algorithms, and applications
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Data
2022-01-24
Autores
Falcão, Alexandre Xavier
Papa, João Paulo [UNESP]
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Optimum-Path Forest: Theory, Algorithms, and Applications was first published in 2008 in its supervised and unsupervised versions with applications in medicine and image classification. Since then, it has expanded to a variety of other applications such as remote sensing, electrical and petroleum engineering, and biology. In recent years, multi-label and semi-supervised versions were also developed to handle video classification problems. The book presents the principles, algorithms and applications of Optimum-Path Forest, giving the theory and state-of-the-art as well as insights into future directions.
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Optimum-Path Forest: Theory, Algorithms, and Applications, p. 1-227.