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Optimum-Path Forest

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Descriere

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.

Detalii
  • ISBN: 9780128226889
  • Autori: João Paulo Papa, Alexandre Xavier Falcao
  • Limba: Engleză
  • An apariție: 2022
  • Coperta: Paperback
  • Editura: Elsevier Science
  • Nr. pagini: 244
  • Greutate: 410gr
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