eLife

TopoMetry systematically learns and evaluates the latent geometry of single-cell data

A framework for analyzing single-cell genomics data, in which geometrical properties are harnessed to obtain insights on cellular diversity, including precise clustering, clear visualizations, and ...
Somerset County Cricket Club

Craig Nominated for PCA Player of the Month

Somerset all rounder, Craig Overton has been Nominated for PCA Player of the Month. The PCA Player of the Month vote is now ...
IEEE

Nonconvex Regularized Robust PCA Using the Proximal Block Coordinate Descent Algorithm

Abstract: This work addresses the robust principal component analysis (PCA) problem using generalized nonoconvex regularization for low-rank and sparsity promotion. While the popular nuclear and ℓ ...
AHA/ASA Journals

Contrastive Machine Learning to Quantify Hypertensive Multiorgan Damage and Identify New ...

BACKGROUND: Hypertension induces structural and functional damage in multiple organs. Evidence of subclinical damage ...
IEEE

Incremental PCA-LDA algorithm

Abstract: In this paper a recursive algorithm of calculating the discriminant features of the PCA-LDA procedure is introduced. This algorithm computes the principal components of a sequence of vectors ...
Scientific Research Publishing

Lee, C., Abdool, A. and Huang, C.H. (2009) PCA-Based Population Structure Inference with ...

ABSTRACT: Waterfalls and drainage divides have been found to act as barriers to gene flow in riverine communities, affecting migration and genetic diversity of fish populations. We studied populations ...