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» Using Bayesian networks to analyze expression data
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CORR
2008
Springer
98views Education» more  CORR 2008»
15 years 3 months ago
Bayesian Optimisation Algorithm for Nurse Scheduling
: Our research has shown that schedules can be built mimicking a human scheduler by using a set of rules that involve domain knowledge. This chapter presents a Bayesian Optimizatio...
Jingpeng Li, Uwe Aickelin
CORR
2010
Springer
108views Education» more  CORR 2010»
15 years 3 months ago
An Analysis of Transaction and Joint-patent Application Networks
Many firms these days, forced by increasing international competition and an unstable economy, are opting to specialize rather than generalize as a way of maintaining their compet...
Hiroyasu Inoue
HICSS
2011
IEEE
335views Biometrics» more  HICSS 2011»
14 years 6 months ago
Cyberinfrastructure for Secondary Use of EHR Data: SSA's Use of the Nationwide Health Information Network
This study examined the use of the Nationwide Health Information Network as a cyberinfrastructure for secure and interoperable transport of existing clinical data from electronic ...
Sue S. Feldman, Thomas A. Horan
AAAI
2011
14 years 3 months ago
Mean Field Inference in Dependency Networks: An Empirical Study
Dependency networks are a compelling alternative to Bayesian networks for learning joint probability distributions from data and using them to compute probabilities. A dependency ...
Daniel Lowd, Arash Shamaei
SBACPAD
2006
IEEE
148views Hardware» more  SBACPAD 2006»
15 years 9 months ago
Scalable Parallel Implementation of Bayesian Network to Junction Tree Conversion for Exact Inference
We present a scalable parallel implementation for converting a Bayesian network to a junction tree, which can then be used for a complete parallel implementation for exact inferen...
Vasanth Krishna Namasivayam, Animesh Pathak, Vikto...