Average controllability and histogram rank encoding improve GNN graph classification on some unattributed social network datasets, with mixed results on others.
Friedland, Control system design: an introduction to state-space methods
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Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning
Average controllability and histogram rank encoding improve GNN graph classification on some unattributed social network datasets, with mixed results on others.