A propagation method computes exact Shapley values for node importance in acyclic Boolean networks and approximates them in cyclic ones, recovering accurate rankings on Cell Collective benchmarks with major speed-ups.
Gatekeepr: an r shiny application for the identification of nodes with high dynamic impact in boolean networks
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Efficient Shapley values computation for Boolean network models of gene regulation
A propagation method computes exact Shapley values for node importance in acyclic Boolean networks and approximates them in cyclic ones, recovering accurate rankings on Cell Collective benchmarks with major speed-ups.