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.
- ISBN:
- 9780128226889
- 9780128226889
-
Category:
- Artificial intelligence
- Format:
- Paperback
- Publication Date:
-
01-02-2022
- Language:
- English
- Publisher:
- Elsevier Science & Technology
- Country of origin:
- United Kingdom
- Dimensions (mm):
- 228.6x152.4mm
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