Optimum-Path Forest Theory, Algorithms, and Applications - Alexandre Xavier Falcao,João Paulo Papa
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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 handl ... Full description
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Description
- Presents the first book on Optimum-path Forest
- Shows how it can be used with Deep Learning
- Gives a wide range of applications
- Includes the methods, underlying theory and applications of Optimum-Path Forest (OPF)
More Information
| Author | Alexandre Xavier Falcao, João Paulo Papa |
|---|---|
| Publisher | Elsevier Science |
| Release year | 2022 |
| Cover type | Softcover |
| EAN | 9780128226889 |