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.

Book Information
ISBN 9780128226889
Author Alexandre Xavier Falcao
Format Paperback
Page Count 200
Imprint Academic Press Inc
Publisher Elsevier Science Publishing Co Inc
Weight(grams) 152g