Abstract
Time series analysis is an important topic in physics, as well as a powerful method to characterize data in Biology, Medicine and Economics, and to understand their underlying dynamical origin. In the last decades, the topic has received input from different disciplines such as nonlinear dynamics, Statistical Physics, Computer Science and, as a result, new approaches have emerged. Among t…