Browsing by Subject "lasso"
Now showing items 1-2 of 2
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(2012-10-19)This thesis considers the problem of learning the structure of gene regulatory networks using gene expression time series data. A more realistic scenario where the state space model representing a gene network evolves ...
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(2020-06-09)Spatial random fields are widely used to model the space-time correlation structure of different objects in various fields, such as the soil moisture field in hydrological, agricultural and climatological studies. Since ...