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Singular value decomposition

Randomized methods to characterize large-scale vortical flow networks

Zhe Bai, N. Benjamin Erichson, [ ... ], Steven L. Brunton

An alternative procedure to obtain the mortality rate with non-linear functions: Application to the case of the Spanish population

Marcos Postigo-Boix, Ramón Agüero, José L. Melús-Moreno

Consequences of PCA graphs, SNP codings, and PCA variants for elucidating population structure

Hugh G. Gauch Jr., Sheng Qian, [ ... ], Rui Chen

Sentimental text mining based on an additional features method for text classification

Ching-Hsue Cheng, Hsien-Hsiu Chen

A fully automated, faster noise rejection approach to increasing the analytical capability of chemical imaging for digital histopathology

Soumyajit Gupta, Shachi Mittal, [ ... ], Chandrajit Bajaj

A constrained singular value decomposition method that integrates sparsity and orthogonality

Vincent Guillemot, Derek Beaton, [ ... ], Hervé Abdi

Batch adjustment by reference alignment (BARA): Improved prediction performance in biological test sets with batch effects

Robin Gradin, Malin Lindstedt, Henrik Johansson

Extended-Kalman-filter-based dynamic mode decomposition for simultaneous system identification and denoising

Taku Nonomura, Hisaichi Shibata, Ryoji Takaki

Overcoming the problem of multicollinearity in sports performance data: A novel application of partial least squares correlation analysis

Dan Weaving, Ben Jones, [ ... ], Clive B. Beggs

Deterministic column subset selection for single-cell RNA-Seq

Shannon R. McCurdy, Vasilis Ntranos, Lior Pachter

Two-dimensional local Fourier image reconstruction via domain decomposition Fourier continuation method

Ruonan Shi, Jae-Hun Jung, Ferdinand Schweser

Preliminary X-ray CT investigation to link Hounsfield unit measurements with the International System of Units (SI)

Zachary H. Levine, Adele P. Peskin, Andrew D. Holmgren, Edward J. Garboczi

A new development of non-local image denoising using fixed-point iteration for non-convex ℓp sparse optimization

Shuting Cai, Kun Liu, [ ... ], Mingqing Xiao

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