Optimum-Path Forest : Theory, Algorithms, and Applications
Book Details
Format
Paperback / Softback
ISBN-10
0128226889
ISBN-13
9780128226889
Publisher
Elsevier Science Publishing Co Inc
Imprint
Academic Press Inc
Country of Manufacture
NL
Country of Publication
GB
Publication Date
Jan 24th, 2022
Print length
244 Pages
Weight
400 grams
Dimensions
15.20 x 22.90 x 1.50 cms
Product Classification:
Machine learning
Ksh 21,400.00
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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.
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