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Can I read Belief revision and information fusion on optimum entropy: Revision And Fusion On Optimum Entropy on EtoBox?
Belief revision and information fusion on optimum entropy: Revision And Fusion On Optimum Entropy by Gabriele Kern-Isberner; Wilhelm Rödder is a Computer Science article available to read on EtoBox.
What is Belief revision and information fusion on optimum entropy: Revision And Fusion On Optimum Entropy about?
This article presents new methods for probabilistic belief revision and information fusion. By making use of the information theoretical principles of optimum entropy (ME principles), we define a generalized revision operator that aims at simulating the human learning of lessons, and we introduce a fusion operator that handles probabilistic information faithfully. This ME-fusion operator satisfies basic demands, such as commutativity and the Pareto principle. A detailed analysis shows it to merge the corresponding epistemic states. Furthermore, it induces a numerical fusion operator that computes the information theoretical mean of probabilities.
Who reads Belief revision and information fusion on optimum entropy: Revision And Fusion On Optimum Entropy?
It is typically read by researchers, students, and practitioners in Computer Science.
- Author
- Gabriele Kern-Isberner; Wilhelm Rödder
- Publisher
- Hindawi Limited
- Published
- 2004
- Language
- EN
- Field
- Computer Science (Physical Sciences)