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Optimum-Path Forest: Theory, Algorithms, and Applications PDF

343 Pages·2022·30 MB·English
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by Alexandre Xavier Falcao| 2022| 343 pages| 30| English

About Optimum-Path Forest: Theory, Algorithms, and Applications

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.

Detailed Information

Author:Alexandre Xavier Falcao
Publication Year:2022
ISBN:9780128226889
Pages:343
Language:English
File Size:30
Format:PDF
Price:FREE
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