Optimum-Path Forest: Theory, Algorithms, and Applications
暫譯: 最佳路徑森林:理論、演算法與應用
Xavier Falcao, Alexandre, Papa, João Paulo
- 出版商: Academic Press
- 出版日期: 2022-01-24
- 售價: $5,640
- 貴賓價: 9.5 折 $5,358
- 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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相關主題
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.
商品描述(中文翻譯)
《最佳路徑森林:理論、演算法與應用》於2008年首次發行,包含監督式和非監督式版本,應用於醫學和影像分類。自那時以來,它擴展到其他多種應用,如遙感、電氣與石油工程以及生物學。近年來,還開發了多標籤和半監督式版本,以處理視頻分類問題。本書介紹了最佳路徑森林的原則、演算法和應用,提供了理論和最新技術的概述,並對未來的發展方向提供了見解。