Title :
HyperStar: Phase-Type Fitting Made Easy
Author :
Reinecke, Philipp ; Krauss, Tilman ; Wolter, Katinka
Author_Institution :
HP Labs., Bristol, UK
Abstract :
We present HyperStar, an extensible tool with a graphical user-interface that enables simple and efficient fitting of phase-type distributions to data sets. The fitting process can be optimised using intuitive graphical selection of important features of the density. An extensible module interface enables application of the tool as a GUI for prototype implementations of new fitting algorithms.
Keywords :
data handling; graphical user interfaces; probability; software prototyping; GUI; HyperStar; data sets; extensible module interface; graphical user-interface; phase-type distributions; phase-type fitting; Clustering algorithms; Computational modeling; Conferences; Fitting; Graphical user interfaces; Histograms; Object oriented modeling; Clustering; Phase-type fitting; Simulation;
Conference_Titel :
Quantitative Evaluation of Systems (QEST), 2012 Ninth International Conference on
Conference_Location :
London
Print_ISBN :
978-1-4673-2346-8
Electronic_ISBN :
978-0-7695-4781-7
DOI :
10.1109/QEST.2012.29
