Extracting and analyzing relevant medical information from large-scale databases such as biobanks poses considerable challenges. To exploit such "big data," attempts have focused on large sampling ...

Abstract: Subset selection has been widely studied but remains underexplored for synthetic tabular data, particularly in data sharing contexts that require high quality data. While generative models ...

Abstract: Controlling nonlinear heat integrated distillation column (HIDiC) systems is notably challenging due to their complex dynamics and inherent nonlinearities. This study examines the ...