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P110 - INFORMATIK 2007 - Informatik trifft Logistik - Band 2

https://dl.gi.de/handle/20.500.12116/22450
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Auflistung P110 - INFORMATIK 2007 - Informatik trifft Logistik - Band 2 nach Autor:in "Beyerer, Jürgen"

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  • Konferenzbeitrag
    Local Bayesian fusion realized via an agent based architecture
    (Informatik 2007 – Informatik trifft Logistik – Band 2, 2007) Sander, Jennifer; Beyerer, Jürgen
    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 mod- elling and local Bayesian fusion. Thereby, the usually high computational complexity of the Bayesian methodology gets reduced significantly.