1.8k citations · 3.5k across the 58 of their papers we have counts for
3 papers · 1 filter
Irreversibility of symbolic time series: a cautionary tale
Lluis Arola-Fernandez, Lucas Lacasa
Many empirical time series are genuinely symbolic: examples range from link activation patterns in network science, DNA coding or firing patterns in neuroscience to cryptography or…
Higher-order correlations reveal complex memory in temporal hypergraphs
Luca Gallo, Lucas Lacasa, Vito Latora +1
Many real-world complex systems are characterized by interactions in groups that change in time. Current temporal network approaches, however, are unable to describe group dynamics…
Lyapunov Exponents for Temporal Networks
Annalisa Caligiuri, Victor M. Eguiluz, Leonardo di Gaetano +2
By interpreting a temporal network as a trajectory of a latent graph dynamical system, we introduce the concept of dynamical instability of a temporal network, and construct a meas…