Author

Dhara N. Amin

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Systems Biology· 1

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Research Focus:benchmarking· 1 Research Focus:dimensionality reduction· 1 Approach:statistical model· 1

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Claire J. Tomlin· 1 shared Jim Korkola· 1 shared Joe W. GrayiD· 1 shared Jose M. Carmena· 1 shared Mark M. Moasser· 1 shared Young Hwan ChangiD· 1 shared

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2014-2014 · peak 1/yr

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1 shared paperSystems Biology

Claire J. Tomlin

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1 paper

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Systems BiologybioRxivApr 28, 2014

Disentangling Multidimensional Spatio-Temporal Data into their Common and Aberrant Responses

Young Hwan Chang, Jim Korkola, Dhara N. Amin…·Claire J. Tomlin

The paper introduces an RPCA-based method to decompose multidimensional spatio-temporal data into common and aberrant responses, enabling robust analysis of biological datasets.

DOI 10.1371/journal.pone.0121607

statistical modeldimensionality reduction

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