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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...
200
Voted
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 10 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 8 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