Point source classification from Gaia photometry (2008)
Smith, K. W., Elting, C., Tiede, C.
We describe the strategy and progress so far in developing a source classifier for Gaia. This algorithm is the first step in the data processing procedure designed to recover astrophysical parameters...
Automated classification of Gaia sources (2008)
Smith, K., Tiede, C., Elting, C.
Gaia is the next generation astrometric mission from ESA, due to launch in 2011. It will survey the entire sky down to a magnitude of approximately V=20, detecting about one billion stars, or about...
This paper describes the automated classification of objects from the DR6 release of the Sloan Digital Sky Survey (SDSS) using support vector machines (SVM). First the SVM classifier was trained on a...
One of the great research challenges currently facing the Ubicomp community is the development of mechanisms for groups of devices to dynamically coordinate with one another in meaningful ways. This...