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$5,358
  • 語言: 英文
  • 頁數: 244
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0128226889
  • ISBN-13: 9780128226889
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

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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.

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。