2 papers
cs.LG2020
Transport based Graph Kernels
Kai Ma, Peng Wan, Daoqiang Zhang
Graph kernel is a powerful tool measuring the similarity between graphs. Most of the existing graph kernels focused on node labels or attributes and ignored graph hierarchical stru…
cs.LG2020
Ordinal Pattern Kernel for Brain Connectivity Network Classification
Kai Ma, Biao Jie, Daoqiang Zhang
Brain connectivity networks, which characterize the functional or structural interaction of brain regions, has been widely used for brain disease classification. Kernel-based metho…