578 citations · 960 across the 13 of their papers we have counts for
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physics.soc-ph2021★ 2 cited
Inference of time-ordered multibody interactions
Unai Alvarez-Rodriguez, Luka V. Petrović, Ingo Scholtes
We introduce time-ordered multibody interactions to describe complex systems manifesting temporal as well as multibody dependencies. First, we show how the dynamics of multivariate…
physics.soc-ph2021★ 1 cited
Memory Order Decomposition of Symbolic Sequences
Unai Alvarez-Rodriguez, Vito Latora
We introduce a general method for the study of memory in symbolic sequences based on higher-order Markov analysis. The Markov process that best represents a sequence is expressed a…