Optimum-Path Forest: Theory, Algorithms, and Applications
Xavier Falcao, Alexandre, Papa, João Paulo
- 出版商: Academic Press
- 出版日期: 2022-01-24
- 售價: $5,470
- 貴賓價: 9.5 折 $5,197
- 語言: 英文
- 頁數: 244
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0128226889
- ISBN-13: 9780128226889
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相關分類:
Algorithms-data-structures
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商品描述
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.