Advances in principal component analysis: Research and development

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43 Citations (Scopus)


This book reports on the latest advances in concepts and further developments of principal component analysis (PCA), addressing a number of open problems related to dimensional reduction techniques and their extensions in detail. Bringing together research results previously scattered throughout many scientific journals papers worldwide, the book 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 especially focusing on open problems, it is essential reading for all researchers and practitioners with an interest in PCA.

Original languageEnglish
Place of PublicationSingapore
Number of pages252
ISBN (Electronic)9789811067044
ISBN (Print)9789811067037
Publication statusPublished - 11 Dec 2017
Externally publishedYes


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