In this paper, we propose a novel integrated framework for cancer clustering known as the non-negative symmetric low-rank representation with graph regularization based on score function (NSLRG-S).

Mammalian cyclins and cyclin-dependent kinases (CDKs) have non-canonical, cell cycle-independent functions in processes such as transcription and DNA damage repair. Through these and other ...

We investigate a longitudinal data model with non-parametric regression functions that may vary across the observed individuals. In a variety of applications, it is natural to impose a group structure ...