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24 June 2014 Large data analysis of different sensory modalities
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Abstract
We exam the historical remote digital video and in situ analog acoustic data analyses from the modern Large Data Analysis standpoint. We discussed a potential automation from traditional search engine to modern one. We exam the mathematic theory to answer where the nonlinear dimensional analysis assume a local flat space where linear eigenvalue provided the independent components, then the component is extrapolated to original nonlinear space and assume the local flat reduction remains meaningful at global nonlinear domain.
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Ming-Kai Hsu and Harold Szu "Large data analysis of different sensory modalities", Proc. SPIE 9118, Independent Component Analyses, Compressive Sampling, Wavelets, Neural Net, Biosystems, and Nanoengineering XII, 911803 (24 June 2014); https://doi.org/10.1117/12.2054581
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