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Language: English
Published by Elsevier Science Publishing Co Inc, 2022
ISBN 10: 0128226889 ISBN 13: 9780128226889
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Taschenbuch. Condition: Neu. Optimum-Path Forest | Theory, Algorithms, and Applications | Alexandre Xavier Falcao (u. a.) | Taschenbuch | Einband - fest (Hardcover) | Englisch | 2022 | Academic Press | EAN 9780128226889 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu.
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Condition: New. Presents the first book on Optimum-path Forest Shows how it can be used with Deep Learning Gives a wide range of applications Includes the methods, underlying theory and applications of Optimum-Path Forest (OPF).
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Paperback. Condition: Brand New. 200 pages. 9.00x6.00x0.43 inches. In Stock. This item is printed on demand.
Language: English
Published by Elsevier Science & Technology, Academic Press, 2022
ISBN 10: 0128226889 ISBN 13: 9780128226889
Seller: AHA-BUCH GmbH, Einbeck, Germany
Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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.