Optimum-Path Forest - Theory, Algorithms, and Applications (Paperback)

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.

General

Imprint:	Academic Press Inc
Country of origin:	United States
Release date:	2022
First published:	2022
Editors:	Alexandre Xavier Falcao • Joao Paulo Papa
Dimensions:	229 x 152 x 15mm (L x W x T)
Format:	Paperback
Pages:	244
ISBN-13:	978-0-12-822688-9
Categories:	Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	0-12-822688-9
Barcode:	9780128226889

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