2009
Willows: a memory efficient tree and forest construction package
Zhang H, Wang M, Chen X. Willows: a memory efficient tree and forest construction package. BMC Bioinformatics 2009, 10: 130. PMID: 19416535, PMCID: PMC2683818, DOI: 10.1186/1471-2105-10-130.Peer-Reviewed Original ResearchConceptsMassive genotype dataUser-friendly interfaceExcessive memory demandsHigh-dimensional dataNew software packageGenomic dataFriendly interfaceUse of memoryDimensional dataMassive amountsRandom forestPartitioning techniquesHigh-throughput genomic dataPowerful bioinformatics toolsEfficient treeComputer memorySoftware packageMassive sizeForest methodMemory demandsConstruction packagesSingle nucleotide polymorphismsBioinformatics toolsSNP dataGenotyping platforms
2007
Spectral partitioning works: Planar graphs and finite element meshes
Spielman D, Teng S. Spectral partitioning works: Planar graphs and finite element meshes. Linear Algebra And Its Applications 2007, 421: 284-305. DOI: 10.1016/j.laa.2006.07.020.Peer-Reviewed Original ResearchBounded-degree planar graphsPlanar graphsSpectral partitioning methodLaplacian matrixSmallest eigenvalueFinite element meshRatio of verticesClass of graphsDimensional meshesElement meshSpectral partitioning techniquesNumerical algorithmFiedler vectorPartitioning methodSmall separatorsTwo-dimensional meshEdge cutGraphSpectral bisectionEigenvaluesPartitioning techniquesMeshBoundsEigenvectorsMatrix
1996
Spectral partitioning works: planar graphs and finite element meshes
Spielman D, Teng S. Spectral partitioning works: planar graphs and finite element meshes. 2011 IEEE 52nd Annual Symposium On Foundations Of Computer Science 1996, 96-105. DOI: 10.1109/sfcs.1996.548468.Peer-Reviewed Original ResearchBounded-degree planar graphsPlanar graphsSpectral partitioning methodLaplacian matrixSmallest eigenvalueFinite element meshRatio of verticesClass of graphsDimensional meshesElement meshSpectral partitioning techniquesNumerical algorithmFiedler vectorPartitioning methodSmall separatorsTwo-dimensional meshEdge cutGraphSpectral bisectionEigenvaluesPartitioning techniquesMeshEigenvectorsBoundsMatrix
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