5 citations · 5 across the 6 of their papers we have counts for
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cs.IT2025
Engineering Emergence
Abel Jansma, Erik Hoel
A defining property of complex systems is that they have multiscale structure. How does this multiscale structure come about? We argue that within systems there emerges a hierarchy…
cs.IT2024
The Fast Möbius Transform: An algebraic approach to information decomposition
Abel Jansma, Pedro A. M. Mediano, Fernando E. Rosas
The partial information decomposition (PID) and its extension integrated information decomposition (ID) are promising frameworks to investigate information phenomena involving m…
cs.IT2022★ 5 cited
Higher-Order Interactions and Their Duals Reveal Synergy and Logical Dependence beyond Shannon-Information
Abel Jansma
Information-theoretic quantities reveal dependencies among variables in the structure of joint, marginal, and conditional entropies, but leave some fundamentally different systems…