Advances in Principal Component Analysis Research and Development
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 man...
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| Format: | eBook |
| Language: | English |
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Singapore
Springer Nature Singapore
2018, 2018
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| Edition: | 1st ed. 2018 |
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| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
| Summary: | 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. |
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| Physical Description: | VII, 252 p. 94 illus., 75 illus. in color online resource |
| ISBN: | 9789811067044 |