On the processing of big laser spectroscopy data; the issue of dimensionality reduction

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26620%2F19%3APU133574" target="_blank" >RIV/00216305:26620/19:PU133574 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—

Result language
angličtina
Original language name
On the processing of big laser spectroscopy data; the issue of dimensionality reduction
Original language description
The state-of-the-art laser-ablation based spectroscopic instruments provide data sets increasing in size, number of objects (spectra) and variables (wavelengths). In this work, we focus namely on the Laser-Induced Breakdown Spectroscopy (LIBS) technique. However, the presented algorithms are applicable also for the processing of data obtained using other optical emission spectroscopic techniques and even mass spec techniques. Typically, the data sets are overloaded with information, analytically relevant as well as redundant, e.g. originating from noise and background.
Czech name
—
Czech description
—

Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Similar results(10)