Abstract: Microblog is the most prevalent social platform recently in China, where participants' classification plays a significant role. The existing methods usually categorize the users into limited ...

In this paper, we propose the Deep Hierarchical Transitive-Aligned Graph Kernels (DHTAGK) for graph classification. For this purpose, we begin by designing a novel Hierarchical Aligned Graph ...

In this paper, we propose a Hierarchical Aligned Subtree Convolutional Network (HA-SCN) for graph classification. Our idea is to transform graphs of arbitrary sizes into fixed-sized aligned graphs and ...

counting) and 72.5% (gazing vs. pitch-imagery). Following this result, we proposed a hierarchy classification strategy where the passive or active mental state is decoded in the first stage, and the ...

Pure mathematics uses mathematics to explore abstract ideas, mathematics that does not necessarily describe a real physical system. This can include developing the fundamental tools used by ...