Optimum-Path Forest

Theory, Algorithms, and Applications

Produkt bewerten

Alexandre Xavier Falcao

▪João Paulo Papa

Verlag:

Elsevier

Unsere-Artikel-Nr.: P35954313

EAN: 9780128226889

Erhältlich:

Nicht auf Lager

Zustellung: Mi, 09.09.2026

Versand: Kostenlos

-20.9 %

CHF 196.–

CHF 155.–

Beschreibung

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.

Spezifikationen

Sprache

Englisch

Autor

Alexandre Xavier Falcao
João Paulo Papa

Erscheinungsjahr

2022

Format

Buch (Softcover)