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,...
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
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London :
Academic Press,
2022.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | "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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| Item Description: | Includes index. |
| Physical Description: | 1 online resource |
| ISBN: | 9780128226896 0128226897 |