Development of data analysis and visualization software - SpectraMiner
EMSL Project ID
3644
Abstract
Single Mass Spectrometers (SPMS) are capable of producing huge amounts of data in a short time, making data mining a daunting task. Analysis of SPMS data is particularly difficult because of their high dimensionality, i.e., each data point, representing a single particle, is comprised of a long vector of attributes - the mass spectral peak intensities, particle size and time of detection. Recently we developed SpectraMiner software based on a new data-mining algorithm that uses an interacative hierarchical dendogram.
Project Details
Project type
Exploratory Research
Start Date
2003-06-16
End Date
2007-06-03
Status
Closed
Released Data Link
Team
Principal Investigator
Team Members