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» Using Bayesian networks to analyze expression data
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GPCE
2004
Springer
15 years 3 months ago
Splice: Aspects That Analyze Programs
This paper describes Splice, a system for writing aspects that perform static program analyses to direct program modifications. The power of an inter-procedural data-flow analys...
Sean McDirmid, Wilson C. Hsieh
ASC
2006
14 years 9 months ago
Speeding up the learning of equivalence classes of bayesian network structures
For some time, learning Bayesian networks has been both feasible and useful in many problems domains. Recently research has been done on learning equivalence classes of Bayesian n...
Rónán Daly, Qiang Shen, J. Stuart Ai...
CVPR
2005
IEEE
15 years 11 months ago
A Bayesian Approach to Unsupervised Feature Selection and Density Estimation Using Expectation Propagation
We propose an approximate Bayesian approach for unsupervised feature selection and density estimation, where the importance of the features for clustering is used as the measure f...
Shaorong Chang, Nilanjan Dasgupta, Lawrence Carin
BMCBI
2007
114views more  BMCBI 2007»
14 years 10 months ago
Large scale statistical inference of signaling pathways from RNAi and microarray data
Background: The advent of RNA interference techniques enables the selective silencing of biologically interesting genes in an efficient way. In combination with DNA microarray tec...
Holger Fröhlich, Mark Fellmann, Holger Sü...
JUCS
2008
142views more  JUCS 2008»
14 years 9 months ago
Analyzing Wiki-based Networks to Improve Knowledge Processes in Organizations
: Increasingly wikis are used to support existing corporate knowledge exchange processes. They are an appropriate software solution to support knowledge processes. However, it is n...
Claudia Müller, Benedikt Meuthrath, Anne Baum...