Caroline L. Alves

Small-world organization as a representation-dependent signature of nonlinear dynamics in biological time series

Abstract Small-world topology is usually interpreted in connectivity networks, but graphs derived from individual time series have different node and edge semantics. We examined how three common time-series representations—Quantile Graphs (QG), Gramian Angular Fields (GAF), and M...