74 citations · 162 across the 36 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
stat.ME2017★ 3 cited
Heat Kernel Smoothing in Irregular Image Domains
Moo K. Chung, Yanli Wang, Gurong Wu
We present the discrete version of heat kernel smoothing on graph data structure. The method is used to smooth data in an irregularly shaped domains in 3D images. New statistical p…
q-bio.NC2017
Statistical Challenges of Big Brain Network Data
Moo K. Chung
We explore the main characteristics of big brain network data that offer unique statistical challenges. The brain networks are biologically expected to be both sparse and hierarchi…
q-bio.QM2017★ 4 cited
Topological Distances between Networks and Its Application to Brain Imaging
Hyekyoung Lee, Zhiwei Ma, Yuan Wang +1
This paper surveys various distance measures for networks and graphs that were introduced in persistent homology. The scope of the paper is limited to network distances that were a…