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» A distributed machine learning framework
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103
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BMCBI
2008
185views more  BMCBI 2008»
15 years 23 days ago
Mining clinical relationships from patient narratives
Background: The Clinical E-Science Framework (CLEF) project has built a system to extract clinically significant information from the textual component of medical records in order...
Angus Roberts, Robert J. Gaizauskas, Mark Hepple, ...
COLT
2004
Springer
15 years 6 months ago
Performance Guarantees for Regularized Maximum Entropy Density Estimation
Abstract. We consider the problem of estimating an unknown probability distribution from samples using the principle of maximum entropy (maxent). To alleviate overfitting with a v...
Miroslav Dudík, Steven J. Phillips, Robert ...
104
Voted
KDD
2004
ACM
154views Data Mining» more  KDD 2004»
16 years 1 months ago
Diagnosing extrapolation: tree-based density estimation
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
Giles Hooker
82
Voted
ECTEL
2007
Springer
15 years 6 months ago
Conceiving Digital Literacies in Schools - Norwegian Experiences
As a frame of reference I will discuss the present situation in Norway where new national curriculum states that digital literacy is as important as reading, writing and numeracy....
Ola Erstad
89
Voted
WEBI
2007
Springer
15 years 6 months ago
Knowledge Retrieval (KR)
With the ever-increasing growth of data and information, finding the right knowledge becomes a real challenge and an urgent task. Traditional data and information retrieval syste...
Yiyu Yao, Yi Zeng, Ning Zhong, Xiangji Huang