@ARTICLE{7006795, author={S. Pan and J. Wu and X. Zhu}, journal={IEEE Transactions on Knowledge and Data Engineering}, title={CogBoost: Boosting for Fast Cost-Sensitive Graph Classification}, year={2015}, volume={27}, number={11}, pages={2933-2946}, keywords={Bayes methods;data handling;graph theory;knowledge based systems;learning (artificial intelligence);linear programming;pattern classification;Bayes decision rule based optimal loss function;CogBoost;complex structure relationships;cutting plane algorithm;fast cost-sensitive graph classification;fast learning speed;instance-feature representation;large scale graph data sets;linear programming problem;real-life applications;Boosting;Fasteners;Linear programming;Standards;Support vector machines;Training;Vectors;Boosting;Cost-sensitive learning;Cutting plane algorithm;Graph classification;Large scale graphs;Subgraphs;boosting;cost-sensitive learning;cutting plane algorithm;large scale graphs;subgraphs}, doi={10.1109/TKDE.2015.2391115}, ISSN={1041-4347}, month={Nov},}