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UAI
1990
13 years 10 months ago
1990
The intelligent reformulation or restructuring of a belief network can greatly increase the efficiency of inference. However, time expended for reformulation is not available for ...
AIM
2004
13 years 9 months ago
2004
Satellite domains are becoming a fashionable area of research within the AI community due to the complexity of the problems that these domains need to solve. With the current US a...
ICASSP
2011
IEEE
13 years 23 days ago
2011
IEEE
Solving linear regression problems based on the total least-squares (TLS) criterion has well-documented merits in various applications, where perturbations appear both in the data...
CIKM
2011
Springer
12 years 9 months ago
2011
Springer
Machine learning often relies on costly labeled data, and this impedes its application to new classification and information extraction problems. This has motivated the developme...
WWW
2010
ACM
14 years 4 months ago
2010
ACM
Web service composition enables seamless and dynamic integration of business applications on the web. The performance of the composed application is determined by the performance ...