Inference Optimization using Relational Algebra

Share/Save/Bookmark

Evers, Sander and Fokkinga, Maarten M. and Apers, Peter M.G. (2009) Inference Optimization using Relational Algebra. [Report]

open access
[img]
Preview
PDF
253kB
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.
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

 

Repository Staff Only: item control page