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Data analysis / Dynamical systems / Dimension reduction / Principal component analysis / Nonlinear regression / Mean squared error / Nonlinear system / Regression analysis / Self-organizing map / Statistics / Multivariate statistics / Neural networks


Nonlinear principal component 1 Nonlinear principal component analysis of noisy data
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Document Date: 2007-04-06 13:34:46

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File Size: 1,42 MB

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Pearson / Neural Networks / /

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Canada / /

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Environmental Issue / /

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University of British Columbia Vancouver / Free University of Berlin / /

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open curve solution / nonlinear solution / linear solution / less wiggly solutions / zigzag solution / continuous closed curve solution / closed curve solutions / curve solutions / oscillatory systems / overall best solution / less nonlinear solutions / selected solutions / closed curve solution / continuous open curve solution / zigzag solutions / overfitted solutions / open and closed curve solutions / /

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Canadian Foundation for Climate and Atmospheric Sciences / Free University of Berlin / U.S. Securities and Exchange Commission / Natural Sciences and Engineering Research Council of Canada / University of British Columbia / /

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Barbara Naujokat / Alex Cannon / Kevin Hamilton / Aiming Wu / William W. Hsieh / H IC / Miranda / Kirby / /

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S-20 / /

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MATLAB / /

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