Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"Spatio-temporal regression"”.
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Truck Activity Pattern Classification Using Anonymous Mobile Sensor Data
… trucks by industry, and (3) estimation of a spatio-temporal regression model to capture rerouting behavior of trucks. </p> <p>First, we developed a K-means unsupervised clustering algorithm to find unique and representative daily activity patterns from GPS data. For a statewide GPS data …
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Solar power forecasting using Gaussian process regression
… datapoints. Ve proposed using Gaussian process regression (GPR) to predict solar power generation. In South Africa, studies based on GPR regarding forecasting solar power are still very few, and more needs to be done in this area. At first, we explored covariance function selection, and a GPR …
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Data-driven Methods for Resting-state fMRI Biomarker Discovery in Mental Illness
… investigated the effectiveness of two methods, spatio-temporal regression (STR) and group information guided ICA (GIG-ICA), for reconstructing subject-specific networks from fMRI data in schizophrenia patients and controls. We showed that adaptive brain networks exhibit greater sensitivity in …