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Optimum-Path Forest: Theory, Algorithms, and Applications
Paperback
ISBN13: 9780128226889
Publisher: Academic Press
Published: Jan 24 2022
Pages: 244
Weight: 0.73
Height: 0.51 Width: 6.00 Depth: 9.00
Language: English
The Optimum-Path Forest (OPF) classifier 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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