Browsing by Subject "Data integration"
Now showing items 1-4 of 4
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(2019-05-23)This dissertation contains the two research projects in my Ph.D. study. The first project considers nonlinear regression models that are solely defined by a parametric model for the regression function. The responses are ...
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(2019-03-20)The seismic inversion method using the seismic onset times has shown great promise for integrating frequent seismic surveys for updating geologic models. However, due to the high cost of seismic surveys, frequent seismic ...
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(2014-06-24)We develop a new way of thinking about and integrating gene expression data (continuous) and genomic information data (binary) by jointly compressing the two data sets and embedding their signals in low dimensional feature ...
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(2019-10-17)Offshore site characterization for geotechnical construction projects relies on geological and geophysical survey data because geotechnical sampling techniques have limitations for offshore environments. However, the seismic ...