Title :
Analysis of uncertain data: Evaluation of given hypotheses
Author :
Gershman, Anatole ; Fink, Eugene ; Fu, Bin ; Carbonell, Jaime G.
Author_Institution :
Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
We consider the problem of heuristic evaluation of given hypotheses based on limited observations, in situations when available data are insufficient for rigorous statistical analysis.
Keywords :
data analysis; statistical analysis; heuristic evaluation; statistical analysis; uncertain data analysis; Artificial intelligence; Bayesian methods; Companies; Computer science; Cybernetics; Data analysis; Marketing and sales; Statistical analysis; Testing; USA Councils; Bayesian reasoning; Uncertainty; artificial intelligence; hypothesis evaluation;
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2009.5346325
