GitHub

Altair slc som clustering SOM Dimensionality Reduction using r and python

https://github.com/rogerjdeangelis/utl-altair-slc-som-clustering-SOM-Dimensionality-Reduction-using-r-and-python/blob/main/iris_som_codes.png https://github.com ...
IEEE

Cauchy-Lanczos Algorithm for Effective Dimension Reduction

Abstract: The aim of dimension reduction techniques is to eliminate unnecessary information from extensive datasets, thereby enhancing the effectiveness of data analysis. Some linear dimension ...
IEEE

Information Bottleneck Theory-Guided Dimension Reduction for Large-Scale Multi-Objective Optimization

Abstract: Dimension reduction has notably emerged in solving large-scale multi-objective optimization problems (LSMOPs). Nevertheless, the determination of the latent dimension after dimension ...
GitHub

Multi-dimensional gene set scoring and visualization for single-cell transcriptomics.

Color dimensionality reduction plots (UMAP, PCA, etc.) using a multi-dimensional color space derived from gene set scores — so you can visualize the activity of multiple gene programs simultaneously ...