578 citations · 960 across the 13 of their papers we have counts for
3 papers · 1 filter
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…
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…
Evolutionary dynamics of higher-order interactions in social networks
Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda +3
We live and cooperate in networks. However, links in networks only allow for pairwise interactions, thus making the framework suitable for dyadic games, but not for games that are…