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$5,197
  • 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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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.