Falcão, Alexandre XavierPapa, João Paulo [UNESP]2023-03-022023-03-022022-01-24Optimum-Path Forest: Theory, Algorithms, and Applications, p. 1-227.http://hdl.handle.net/11449/242082Optimum-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.1-227engLivro10.1016/C2019-0-04425-12-s2.0-85134923447