Titlebook: Advances in Principal Component Analysis; Research and Develop Ganesh R. Naik Book 2018 Springer Nature Singapore Pte Ltd. 2018 Principal C

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Heinz Fraenkel-Conrat,Robert R. Wagnerion, we describe how SPCArt addresses the unresolved problems. Fifth, based on the Eckart-Young Theorem, we provide a unified view to a series of sparse PCA algorithms including SPCArt. Finally, we make a concluding remark.

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Heinz Fraenkel-Conrat,Robert R. Wagnerltivariate statistical hypothesis testing is used to make a decision. In this work, both experimental results (with a small aluminum plate) and numerical simulations (with a well-known benchmark wind turbine) show that the proposed technique is a valuable tool to detect structural changes or faults.

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Ganesh R. NaikCovers the latest, cutting-edge topics in PCA, with a focus on open problems.Balances theory and applications, with concrete examples.Offers in-depth analysis of PCA topics simply not covered anywhere

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