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» Reasoning With Weighted Ontologies
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SIGKDD
2010
128views more  SIGKDD 2010»
12 years 11 months ago
On cross-validation and stacking: building seemingly predictive models on random data
A number of times when using cross-validation (CV) while trying to do classification/probability estimation we have observed surprisingly low AUC's on real data with very few...
Claudia Perlich, Grzegorz Swirszcz
HT
2011
ACM
12 years 8 months ago
Bridging link and query intent to enhance web search
Understanding query intent is essential to generating appropriate rankings for users. Existing methods have provided customized rankings to answer queries with different intent. W...
Na Dai, Xiaoguang Qi, Brian D. Davison
BMCBI
2007
168views more  BMCBI 2007»
13 years 4 months ago
Advancing translational research with the Semantic Web
Background: A fundamental goal of the U.S. National Institute of Health (NIH) "Roadmap" is to strengthen Translational Research, defined as the movement of discoveries i...
Alan Ruttenberg, Tim Clark, William Bug, Matthias ...