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UAI
2008
15 years 8 months ago
Cumulative distribution networks and the derivative-sum-product algorithm
We introduce a new type of graphical model called a `cumulative distribution network' (CDN), which expresses a joint cumulative distribution as a product of local functions. ...
Jim C. Huang, Brendan J. Frey
158
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AAAI
2004
15 years 8 months ago
Low-Knowledge Algorithm Control
This paper addresses the question of allocating computational resources among a set of algorithms in order to achieve the best performance on a scheduling problem instance. Our pr...
Tom Carchrae, J. Christopher Beck
ACE
2004
180views Education» more  ACE 2004»
15 years 8 months ago
This Course Has A Bloom Rating Of 3.9
This paper analyses the cognitive difficulty of six courses that may be taken as credit towards an IT degree offered by a regional Australian University. The assessment requiremen...
Dave Oliver, Tony Dobele, Myles Greber, Tim Robert...
AIPS
2006
15 years 8 months ago
Fast Probabilistic Planning through Weighted Model Counting
We present a new algorithm for probabilistic planning with no observability. Our algorithm, called Probabilistic-FF, extends the heuristic forward-search machinery of Conformant-F...
Carmel Domshlak, Jörg Hoffmann
DLOG
2006
15 years 8 months ago
Experiences with Load Balancing and Caching for Semantic Web Applications
In our case study we investigate a server for answering OWLQL queries with distinguished variables only (henceforth called OWLQL). This server acts as a proxy that delegates queri...
Alissa Kaplunova, Atila Kaya, Ralf Möller