High-dimensional data analytics in civil engineering: A review on matrix and tensor decomposition
Hadi Salehi, Alex Gorodetsky, Roya Solhmirzaei, Pengcheng Jiao
Topics & Concepts
Computer scienceTensor decompositionData scienceDecompositionData analysisField (mathematics)AnalyticsTensor (intrinsic definition)Matrix (chemical analysis)Matrix decompositionBig dataSet (abstract data type)Data miningMathematicsEigenvalues and eigenvectorsComposite materialQuantum mechanicsBiologyPhysicsProgramming languageMaterials sciencePure mathematicsEcologyTensor decomposition and applications