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Optimum-Path Forest Theory, Algorithms, and Applications - Alexandre Xavier Falcao,João Paulo Papa

englanti
2022-01-24
238,78 € 367,36 €

-35% koodilla BOOKS

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Toimitus 10-16 arkipäivässä

30 päivän palautusoikeus

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 handl ... Täydellinen kuvaus

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Kuvaus

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.

  • Presents the first book on Optimum-path Forest
  • Shows how it can be used with Deep Learning
  • Gives a wide range of applications
  • Includes the methods, underlying theory and applications of Optimum-Path Forest (OPF)

Lisätietoja

Kirjoittaja Alexandre Xavier Falcao, João Paulo Papa
Julkaisija Elsevier Science
Julkaisuvuosi 2022
Kannen tyyppi Pehmeäkantinen
EAN 9780128226889
Kirjoita oma arvostelusi
Arvostelet: Optimum-Path Forest Theory, Algorithms, and Applications
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238,78 € 367,36 €