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This book reports on the latest advances in concepts and further development of principal component analysis (PCA), discussing in detail a number of open problems related to dimensional reduction techniques and their extensions. It brings together research findings, previously scattered throughout m...

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Bibliographic Details
Main Author Yang, Zhiyong, 1977- (Author)
Format Electronic eBook
LanguageEnglish
Published Berlin, Germany : Springer, 2017.
Subjects
Online AccessPlný text

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Summary:This book reports on the latest advances in concepts and further development of principal component analysis (PCA), discussing in detail a number of open problems related to dimensional reduction techniques and their extensions. It brings together research findings, previously scattered throughout many scientific journal papers worldwide, and presents them in a methodologically unified form. Offering vital insights into the subject matter in self-contained chapters that balance the theory and concrete applications, and focusing on open problems, it is essential reading for all researchers and practitioners with an interest in PCA.
Physical Description:1 online resource (xv, 218 pages : illustrations (chiefly color))
Bibliography:Includes bibliographical references.
ISBN:9783662541449
9783662541425
Access:Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty