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Inference Optimization using Relational Algebra (2009) Open access

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Titel Inference Optimization using Relational Algebra
Auteur Evers, Sander; Fokkinga, Maarten M.; Apers, Peter M.G.
Datum 2009-08
Type rapport
Uitgever Centre for Telematics and Information Technology, University of Twente
Samenvatting Exact inference procedures in Bayesian networks can be expressed using relational algebra; this provides a common ground for optimizations from the AI and database communities. Specifically, the ability to accomodate sparse representations of probability distributions opens up the way to optimize for their cardinality instead of the dimensionality; we apply this in a sensor data model.
Publicatie http://purl.utwente.nl/publications/68553
Persistent Identifier URN:NBN:NL:UI:28-68553
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Repository Universiteit Twente
Universiteit Twente

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