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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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https://doi.org/10.1007/978-1-4613-3129-2 images. Hyperspectral image cube is a set of images from hundreds of narrow and contiguous bands of electromagnetic spectrum from visible to near-infrared regions, which usually contains large amount of information to identify and distinguish spectrally unique materials. In hyperspectral image anal
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Hein Fraenkael-Conrat,Robert R. Wagnerissing data bring uncertainty into the analysis and their treatment requires statistical approaches that are tailored to cope with specific missing data processes (i.e., ignorable and nonignorable mechanisms). Since the publication of the classic textbook by Jolliffe, which includes a short, same-ti
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Julius S. Youngner,Olivia T. Prebleaining set. Different from the other alternatives which commonly replace .-norm by other distance measures, our method alleviates the negative effect of outliers using the characteristic of the generalized mean keeping the use of the Euclidean distance. The optimization problem based on the generali
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https://doi.org/10.1007/978-1-4684-2706-6put training samples, a set of images rendered from spherically distributed viewing positions, using a state-of-the-art volume rendering technique. We compute a high-dimensional eigenspace, that we can then use to synthesize arbitrary views of the dataset with minimal computation at run-time. Visual
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https://doi.org/10.1007/978-1-4613-3009-7ta that are not real-valued, such as user ratings for items in e-commerce, categorical/count genetic data in bioinformatics, and digital images in computer vision. The ePCA framework extends the applications of traditional PCA to modern data containing various data types. A sparse version of ePCA fu
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https://doi.org/10.1007/978-1-4684-2712-7them are linear memoryless combinations, with unknown coefficient values, of the same limited set of unknown source signals. BSS methods aim at estimating these unknown source signals and/or coefficients. This generic problem is e.g. faced in the field of Earth observation (where it is also called “
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1910: Edwardian Shawcould not be denied any longer. The world’s press was not backward in conceding this. A selfpublicist of supreme skill, Shaw had advanced to the stage where his every word, and there were many, made headlines, not only in London but in other capitals of the Western world. He was famous, he was notorious. He had a reputation.
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