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» A study of Object Evolution
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JAMIA
2010
94views more  JAMIA 2010»
14 years 11 months ago
Clinical decision support implemented with academic detailing improves prescribing of key renally cleared drugs in the hospital
Objective Lack of dose adjustment for renally cleared drugs in the presence of poor renal function is a common problem in the hospital setting. The absence of a clinical decision ...
Gregory W. Roberts, Christopher J. Farmer, Philip ...
JGO
2010
100views more  JGO 2010»
14 years 11 months ago
On convex relaxations of quadrilinear terms
The best known method to find exact or at least -approximate solutions to polynomial programming problems is the spatial Branch-and-Bound algorithm, which rests on computing lower...
Sonia Cafieri, Jon Lee, Leo Liberti
JMLR
2010
134views more  JMLR 2010»
14 years 11 months ago
Half Transductive Ranking
We study the standard retrieval task of ranking a fixed set of items given a previously unseen query and pose it as the half transductive ranking problem. The task is transductive...
Bing Bai, Jason Weston, David Grangier, Ronan Coll...
JMLR
2010
151views more  JMLR 2010»
14 years 11 months ago
Understanding the difficulty of training deep feedforward neural networks
Whereas before 2006 it appears that deep multilayer neural networks were not successfully trained, since then several algorithms have been shown to successfully train them, with e...
Xavier Glorot, Yoshua Bengio
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NETWORK
2010
122views more  NETWORK 2010»
14 years 10 months ago
Betweenness centrality and resistance distance in communication networks
In this article we report on applications and extensions of weighted graph theory in the design and control of communication networks. We model the communication network as a weig...
Ali Tizghadam, Alberto Leon-Garcia