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About Optimum-Path Forest: Theory, Algorithms, and Applications
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.
Detailed Information
Author: | Alexandre Xavier Falcao |
---|---|
Publication Year: | 2022 |
ISBN: | 9780128226889 |
Pages: | 343 |
Language: | English |
File Size: | 30 |
Format: | |
Price: | FREE |
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