Optimum-Path Forest

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ISBN: 9780128226889
Published: 2022
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9×6

Description

<i>Optimum-Path Forest: Theory, Algorithms, and Applications</i> 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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