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Singular value decomposition

CTD: Fast, accurate, and interpretable method for static and dynamic tensor decompositions

Jungwoo Lee, Dongjin Choi, Lee Sael

Characteristic Gene Selection via Weighting Principal Components by Singular Values

Jin-Xing Liu, Yong Xu, [ ... ], Jing-Yu Yang

Deterministic column subset selection for single-cell RNA-Seq

Shannon R. McCurdy, Vasilis Ntranos, Lior Pachter

Objective Assessment and Design Improvement of a Staring, Sparse Transducer Array by the Spatial Crosstalk Matrix for 3D Photoacoustic Tomography

Philip Wong, Ivan Kosik, Avery Raess, Jeffrey J. L. Carson

Restoring the Duality between Principal Components of a Distance Matrix and Linear Combinations of Predictors, with Application to Studies of the Microbiome

Glen A. Satten, Robert E. Tyx, Angel J. Rivera, Stephen Stanfill

The successive projection algorithm as an initialization method for brain tumor segmentation using non-negative matrix factorization

Nicolas Sauwen, Marjan Acou, [ ... ], Sabine Van Huffel

AUI&GIV: Recommendation with Asymmetric User Influence and Global Importance Value

Zhi-Lin Zhao, Chang-Dong Wang, Jian-Huang Lai

Randomized methods to characterize large-scale vortical flow networks

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

DTI-SNNFRA: Drug-target interaction prediction by shared nearest neighbors and fuzzy-rough approximation

Sk Mazharul Islam, Sk Md Mosaddek Hossain, Sumanta Ray

Drought prediction based on an improved VMD-OS-QR-ELM model

Yang Liu, Li Hu Wang, Li Bo Yang, Xue Mei Liu

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

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

Learning a Weighted Meta-Sample Based Parameter Free Sparse Representation Classification for Microarray Data

Bo Liao, Yan Jiang, [ ... ], Zhi Cao

Ensemble-based multiclass lung cancer classification using hybrid CNN-SVD feature extraction and selection method

Md. Sabbir Hossain, Niloy Basak, [ ... ], Julfikar Haider

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