51 citations · 70 across the 7 of their papers we have counts for
4 papers · 1 filter
Functional Connectivity Networks for Transportation Delay Analysis: from Theory to Software
Carlson Moses Büth, Massimiliano Zanin
Within the endeavour of modelling and understanding the propagation of delays in transportation networks, an approach that has attracted increasing interest in the last decade is t…
Beyond Classical Models: Statistical Physics Tools for the Analysis of Time Series in Modern Air Transport
Felipe Olivares, Massimiliano Zanin
Within the continuous endeavour of improving the efficiency and resilience of air transport, the trend of using concepts and metrics from statistical physics has recently gained mo…
infomeasure: A Comprehensive Python Package for Information Theory Measures and Estimators
Carlson Moses Büth, Kishor Acharya, Massimiliano Zanin
Information theory, i.e. the mathematical analysis of information and of its processing, has become a tenet of modern science; yet, its use in real-world studies is usually hindere…
Quantifying deviations from Gaussianity with application to flight delays distributions
Felipe Olivares, Massimiliano Zanin
We propose a novel approach for quantifying deviations from Gaussianity by leveraging the permutation Jensen-Shannon distance. Using stable distributions as a flexible framework, w…