278 citations · 428 across the 5 of their papers we have counts for
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cs.IT2013★ 52 cited
Towards a Synergy-based Approach to Measuring Information Modification
Joseph T. Lizier, Benjamin Flecker, Paul L. Williams
Distributed computation in artificial life and complex systems is often described in terms of component operations on information: information storage, transfer and modification. I…
cs.IT2010★ 278 cited
Nonnegative Decomposition of Multivariate Information
Paul L. Williams, Randall D. Beer
Of the various attempts to generalize information theory to multiple variables, the most widely utilized, interaction information, suffers from the problem that it is sometimes neg…