A tree-like Bayesian structure learning algorithm for small-sample datasets from complex biological model systems

scientific article published on 28 August 2015

A tree-like Bayesian structure learning algorithm for small-sample datasets from complex biological model systems is …
instance of (P31):
scholarly articleQ13442814

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P8978DBLP publication IDjournals/bmcsb/YinGMGS15
P6179Dimensions Publication ID1002208103
P356DOI10.1186/S12918-015-0194-7
P932PMC publication ID4551520
P698PubMed publication ID26310492
P5875ResearchGate publication ID281552294

P50authorAlberto MorenoQ68159699
P2093author name stringMary R Galinski
Mark P Styczynski
Weiwei Yin
Swetha Garimalla
P2860cites workGene regulatory network inference: data integration in dynamic models-a reviewQ28306993
Using Bayesian networks to analyze expression dataQ29617295
Deep transcriptional sequencing of mucosal challenge compartment from rhesus macaques acutely infected with simian immunodeficiency virus implicates loss of cell adhesion preceding immune activationQ30362325
From genome-scale data to models of infectious disease: A Bayesian network-based strategy to drive model development.Q30975494
A Bayesian network approach to feature selection in mass spectrometry dataQ33551051
Metabolomics in the fight against malaria.Q34142744
Identification of high-quality cancer prognostic markers and metastasis network modulesQ34275507
Sensitivity and specificity of inferring genetic regulatory interactions from microarray experiments with dynamic Bayesian networksQ34278184
Plasmodium coatneyi in rhesus macaques replicates the multisystemic dysfunction of severe malaria in humansQ34333912
Comparative transcriptomics and metabolomics in a rhesus macaque drug administration study.Q34521873
Blood-informative transcripts define nine common axes of peripheral blood gene expression.Q34629250
The mutual information: detecting and evaluating dependencies between variables.Q34973910
Fast Bayesian inference for gene regulatory networks using ScanBMA.Q35151163
No more monkeying around: primate malaria model systems are key to understanding Plasmodium vivax liver-stage biology, hypnozoites, and relapsesQ35218865
Tissue-specific transcriptome sequencing analysis expands the non-human primate reference transcriptome resource (NHPRTR).Q35253684
Bayesian Network ClassifiersQ54052245
The max-min hill-climbing Bayesian network structure learning algorithmQ56221781
Machine learning: a review of classification and combining techniquesQ56483990
P921main subjectdata setQ1172284
P304page(s)49
P577publication date2015-08-28
P1433published inBMC Systems BiologyQ4835949
P1476titleA tree-like Bayesian structure learning algorithm for small-sample datasets from complex biological model systems
P478volume9

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Q31133613New Algorithm and Software (BNOmics) for Inferring and Visualizing Bayesian Networks from Heterogeneous Big Biological and Genetic Datacites workP2860

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