Abstract: In this talk, I would like to introduce some of my past and recent projects. I will divide the talk into two parts. In the first part, I will briefly review some of my work on dimension reduction, sequence analysis and networks analysis. In the second part, I will focus on a neuroimaging project. The goal is to use imaging data, which is in the form of a multidimensional array, a.k.a....