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Singular value decomposition

Removing Batch Effects in Analysis of Expression Microarray Data: An Evaluation of Six Batch Adjustment Methods

Chao Chen, Kay Grennan, [ ... ], Chunyu Liu

Fast Principal Component Analysis of Large-Scale Genome-Wide Data

Gad Abraham, Michael Inouye

Stock price prediction using principal components

Mahsa Ghorbani, Edwin K. P. Chong

A Representational Similarity Analysis of the Dynamics of Object Processing Using Single-Trial EEG Classification

Blair Kaneshiro, Marcos Perreau Guimaraes, [ ... ], Patrick Suppes

A Higher-Order Generalized Singular Value Decomposition for Comparison of Global mRNA Expression from Multiple Organisms

Sri Priya Ponnapalli, Michael A. Saunders, Charles F. Van Loan, Orly Alter

Clustering More than Two Million Biomedical Publications: Comparing the Accuracies of Nine Text-Based Similarity Approaches

Kevin W. Boyack, David Newman, [ ... ], Katy Börner

Normalizing RNA-Sequencing Data by Modeling Hidden Covariates with Prior Knowledge

Sara Mostafavi, Alexis Battle, [ ... ], Daphne Koller

An Epigenetic Signature in Peripheral Blood Predicts Active Ovarian Cancer

Andrew E. Teschendorff, Usha Menon, [ ... ], Martin Widschwendter

A Survey of Bioinformatics Database and Software Usage through Mining the Literature

Geraint Duck, Goran Nenadic, [ ... ], Robert Stevens

Modelling Multi-Pulse Population Dynamics from Ultrafast Spectroscopy

Luuk J. G. W. van Wilderen, Craig N. Lincoln, Jasper J. van Thor

RLE plots: Visualizing unwanted variation in high dimensional data

Luke C. Gandolfo, Terence P. Speed

Identifying Talent in Youth Sport: A Novel Methodology Using Higher-Dimensional Analysis

Kevin Till, Ben L. Jones, [ ... ], Clive B. Beggs

Integrative clustering of multi-level ‘omic data based on non-negative matrix factorization algorithm

Prabhakar Chalise, Brooke L. Fridley

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