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» Predictions as Statements and Decisions
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ECML
2001
Springer
15 years 10 months ago
Comparing the Bayes and Typicalness Frameworks
When correct priors are known, Bayesian algorithms give optimal decisions, and accurate confidence values for predictions can be obtained. If the prior is incorrect however, these...
Thomas Melluish, Craig Saunders, Ilia Nouretdinov,...
DL
1999
Springer
181views Digital Library» more  DL 1999»
15 years 10 months ago
Quality of OCR for Degraded Text Images
Commercial OCR packages work best with highquality scanned images. They often produce poor results when the image is degraded, either because the original itself was poor quality,...
Roger T. Hartley, Kathleen Crumpton
HOTOS
2009
IEEE
15 years 10 months ago
Simplifying Distributed System Development
Distributed systems are difficult to design and develop. The difficulties arise both in basic safety correctness properties, and in achieving high performance. As a result of this...
Maysam Yabandeh, Nedeljko Vasic, Dejan Kostic, Vik...
USENIX
2008
15 years 8 months ago
A Dollar from 15 Cents: Cross-Platform Management for Internet Services
As Internet services become ubiquitous, the selection and management of diverse server platforms now affects the bottom line of almost every firm in every industry. Ideally, such ...
Christopher Stewart, Terence Kelly, Alex Zhang, Ka...
IJCAI
1997
15 years 7 months ago
Machine Learning Techniques to Make Computers Easier to Use
Identifying user-dependent information that can be automatically collected helps build a user model by which 1) to predict what the user wants to do next and 2) to do relevant pre...
Hiroshi Motoda, Kenichi Yoshida