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Inference Optimization using Relational Algebra
Evers, Sander and Fokkinga, Maarten M. and Apers, Peter M.G. (2009) Inference Optimization using Relational Algebra. [Report]
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| Abstract: | 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.
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| Item Type: | Report |
| Copyright: | © 2009 University of Twente, Centre for Telematics and Information Technology |
| Faculty: | Electrical Engineering, Mathematics and Computer Science (EEMCS) |
| Research Group: | |
| Link to this item: | http://purl.utwente.nl/publications/68553 |
| Export this item as: | BibTeX EndNote HTML Citation Reference Manager |
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