Gesellschaft für Informatik e.V.

Lecture Notes in Informatics


INFORMATIK 2007 Informatik trifft Logistik Band 2 Beiträge der 37. Jahrestagung der Gesellschaft für Informatik e.V. (GI) 24. - 27. September 2007 in Bremen P-110, 95-99 (2007).

Gesellschaft für Informatik, Bonn
2007


Editors

Otthein Herzog (ed.), Karl-Heinz Rödiger (ed.), Marc Ronthaler (ed.), Rainer Koschke (ed.)


Copyright © Gesellschaft für Informatik, Bonn

Contents

Local Bayesian fusion realized via an agent based architecture

J. Sander and J. Beyerer

Abstract


In the field of reconnaissance and in many other real world applications, information from different possibly heterogenous information sources has to be fused for obtaining adequate results. We present a local Bayesian approach which is realized via an agent based architecture. In analogy to criminalistic investigators, fusion agents elaborate the posterior Degree of Belief of initial hypotheses by local Bayesian modelling and local Bayesian fusion. Thereby, the usually high computational complexity of the Bayesian methodology gets reduced significantly.


Full Text: PDF

Gesellschaft für Informatik, Bonn
ISBN 978-3-88579-206-1


Last changed 04.10.2013 18:14:53