A general purpose Snakemake workflow and MrBiomics module to perform unsupervised analyses (dimensionality reduction & cluster analysis) and visualizations of high-dimensional data.

An extension of the Fisher Scoring Algorithm to combine PLS regression with GLM estimation in the multivariate context. Covariates can be grouped in themes.

Researchers have applied a visualization technique to depict the brain's activity related to visual perception as geometric patterns. They visualized different shapes as the ever-changing neuronal ...

For this reason, this paper proposes a multi-scale latent variable regression (MSLVR) method. Firstly ... an online detection method capable of identifying early DFIG faults is developed for the ...

including dimensionality reduction and feature selection methods such as Principal Component Analysis (PCA) combined with Least Absolute Shrinkage and Selection Operator (LASSO). The classifiers ...

New research shows Google search trends can help predict norovirus outbreaks by correlating with wastewater virus ...

The following is a summary of “A comparison of genome-wide association analyses of persistent symptoms after Lyme disease, ...

Researchers at University of Tsukuba have applied a visualization technique to depict the brain's activity related to visual perception as geometric patterns.

Researchers at University of Tsukuba have applied a visualization technique to depict the brain's activity related to visual ...

It's essentially the same strategy as in Principal Global Real Estate Securities, but limited to US stocks. The managers try to identify opportunities where their expectations differ from the ...