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ICASSP
2009
IEEE
16 years 1 months ago
Robust cross-race gene expression analysis
This paper develops a Bayesian network (BN) predictor to profile cross-race gene expression data. Cross-race studies face more data variability than single-lab studies. Our desig...
Hsun-Hsien Chang, Marco Ramoni
IPPS
2002
IEEE
15 years 11 months ago
Improving Performance of Multiple Sequence Alignment Analysis in Multi-Client Environments
This paper is concerned with the efficient execution of multiplesequence alignmentmethodsin a multipleclientenvironment. Multiple sequence alignment (MSA) is a computationally ex...
Ümit V. Çatalyürek, Eric Stahlber...
CORR
2006
Springer
76views Education» more  CORR 2006»
15 years 6 months ago
Inconsistent parameter estimation in Markov random fields: Benefits in the computation-limited setting
Consider the problem of joint parameter estimation and prediction in a Markov random field: i.e., the model parameters are estimated on the basis of an initial set of data, and th...
Martin J. Wainwright
CAV
2010
Springer
197views Hardware» more  CAV 2010»
15 years 9 months ago
Abstract Analysis of Symbolic Executions
Analysis of Symbolic Executions Aws Albarghouthi1 , Arie Gurfinkel2 , Ou Wei1,3 , and Marsha Chechik1 1 Department of Computer Science, University of Toronto, Canada 2 Software Eng...
Aws Albarghouthi, Arie Gurfinkel, Ou Wei, Marsha C...
IICAI
2003
15 years 7 months ago
Performance Analysis of an Acyclic Genetic approach to Learn Bayesian Network Structure
Abstract. We introduce a new genetic algorithm approach for learning a Bayesian network structure from data. Our method is capable of learning over all node orderings and structure...
Pankaj B. Gupta, Vicki H. Allan