Kernel-based Data Fusion for Machine Learning: Methods and Applications in Bioinformatics and Text Mining (Studies in Computational Intelligence, 345)

Yu, Shi; Tranchevent, Léon-Charles; Moor, Bart; Moreau, Yves

ISBN 10: 3642267513 / ISBN 13: 9783642267512

Editore: Springer, 2013

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Codice articolo I-9783642267512

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Titolo: Kernel-based Data Fusion for Machine ...

Casa editrice: Springer

Data di pubblicazione: 2013

Legatura: Brossura

Condizione: New

Descrizione articolo

Riassunto:

Data fusion problems arise in many different fields. This book provides a specific introduction to solve data fusion problems using support vector machines. The reader will require a good knowledge of data mining, machine learning and linear algebra.

Recensione:

From the reviews:

“The book provides an introduction to data fusion problems using support vector machines (SVMs). ... The book is meant for researchers, scientists and engineers using SVMs, or other statistical learning methods, but it also may be used as a reference material for graduate courses in machine learning and data mining.” (Florin Gorunescu, Zentralblatt MATH, Vol. 1227, 2012)