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BMCBI
2011
14 years 10 months ago
Acorn: A grid computing system for constraint based modeling and visualization of the genome scale metabolic reaction networks v
Background: Constraint-based approaches facilitate the prediction of cellular metabolic capabilities, based, in turn on predictions of the repertoire of enzymes encoded in the gen...
Jacek Sroka, Lukasz Bieniasz-Krzywiec, Szymon Gwoz...
ICTAI
2006
IEEE
16 years 10 days ago
Learning to Predict Salient Regions from Disjoint and Skewed Training Sets
We present an ensemble learning approach that achieves accurate predictions from arbitrarily partitioned data. The partitions come from the distributed processing requirements of ...
Larry Shoemaker, Robert E. Banfield, Lawrence O. H...
WSC
2007
15 years 8 months ago
Clinic: aggregating subsystem models into an automotive total plant throughput model
This paper presents problems encountered within the simulation modeling community of General Motors when they are faced with the requirement to verify all new plant designs for th...
Jeffrey Scott Miller, Randy Combs, Earnest Foster,...
ICASSP
2011
IEEE
14 years 10 months ago
Nonparametric Bayesian feature selection for multi-task learning
We present a nonparametric Bayesian model for multi-task learning, with a focus on feature selection in binary classification. The model jointly identifies groups of similar tas...
Hui Li, Xuejun Liao, Lawrence Carin
TRIDENTCOM
2010
IEEE
15 years 4 months ago
Polymorphic Ubiquitous Network Testbed RUBIQ
In this paper we present RUBIQ, a polymorphic ubiquitous network testbed. RUBIQ works on StarBED, which is a network testbed consisting of hundreds of PCs connected to each other. ...
Junya Nakata, Razvan Beuran, Takashi Okada, Ken-ic...