2018
DOI: 10.2472/jsms.67.184
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Basic Study on Evaluation of Spatially Distributed Soil Property with Sparse Modeling

Abstract: Kriging, which uses theory of conditional Gaussian random field, has been widely used in geotechnical problems. Least square method and L2 norm plays an important role in the method. The concept of sparse modeling attracts much attention from various fields. It is reported that it is successfully applied to many problems in various fields such as signal processing, image processing, machine learning and so on. The representative formulation LASSO uses L1 norm instead of L2 norm in the formulation. After illust… Show more

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