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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
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