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Optimum-Path Forest

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Description

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.

Details
  • ISBN: 9780128226889
  • Authors: João Paulo Papa, Alexandre Xavier Falcao
  • Language: Rom?n?
  • Publication Year: 2022
  • Format: Paperback
  • Publisher: Elsevier Science
  • Pages: 244
  • Weight: 410gr

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