Shirui Pan
Shirui Pan
Home
Research
TrustAGI Lab
Light
Dark
Automatic
Boosting
Boosting for graph classification with universum
Recent years have witnessed extensive studies of graph classification due to the rapid increase in applications involving structural …
Shirui Pan
,
Jia Wu
,
Xingquan Zhu
,
Guodong Long
,
Chengqi Zhang
DOI
Boosting for multi-graph classification
In this paper, we formulate a novel graph-based learning problem, multi-graph classification (MGC), which aims to learn a classifier …
Jia Wu
,
Shirui Pan
,
Xingquan Zhu
,
Zhihua Cai
DOI
CogBoost: boosting for fast cost-sensitive graph classification
Graph classification has drawn great interests in recent years due to the increasing number of applications involving objects with …
Shirui Pan
,
Jia Wu
,
Xingquan Zhu
DOI
Cite
×