Trajectory-Aware Node Contributions and the Limits of Static Controllability

Valentina Kuskova, Dmitry Zaytsev, Michael Coppedge

A recurring data mining task in complex networks is to determine how individual nodes contribute to system behavior. Existing approaches rely on either static-graph centralities or…