The progress in science and engineering increasingly depends on our ability to analyze massive amounts of observed and simulated data. The vast majority of this data, coming from high-performance high ...

Software program allows simultaneous viewing of tissue images through dimensionality reduction Mistic open-source software allows multiplexed image t-SNE viewing Date: July 22, 2022 Source: H. Lee ...

Scientists working with large volumes of high-dimensional data, such as global climate patterns, stellar spectra, or human gene distributions, regularly confront the problem of dimensionality ...

The proposed estimator determines the degree of dimension reduction adaptively from the data; it estimates the structural dimension, the central subspace, and a rate-optimal smoothing bandwidth ...