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2000

Zooming in on Trade-Offs in Qualitative Probabilistic Networks

10 years 1 months ago
Zooming in on Trade-Offs in Qualitative Probabilistic Networks
Qualitative probabilistic networks have been designed for probabilistic reasoning in a qualitative way. As a consequence of their coarse level of representation detail, qualitative probabilistic networks do not provide for resolving trade-offs and typically yield ambiguous results upon inference. We present an algorithm for computing more informative results for unresolved trade-offs. The algorithm builds upon the idea of zooming in on the truly ambiguous part of a qualitative probabilistic network and identifying the information that would serve to resolve the trade-offs present.
Silja Renooij, Linda C. van der Gaag, Shaw Green,
Added 01 Nov 2010
Updated 01 Nov 2010
Type Conference
Year 2000
Where FLAIRS
Authors Silja Renooij, Linda C. van der Gaag, Shaw Green, Simon Parsons
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