Massimiliano Zanin

Instituto de Física Interdisciplinar y Sistemas Complejos

Spain

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Articles (25)

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2025

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2022

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2022

Collaborators (6)

JAVIER LÓPEZ-LÓPEZ

Profesor Asociado, Coordinador docente

Universidad Autónoma de Madrid

SPAIN

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Felipe Olivares

Instituto de Física Interdisciplinar y Sistemas Complejos

SPAIN

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Johann H. Martínez

Instituto de Física Interdisciplinar y Sistemas Complejos

SPAIN

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Jose J Ramasco

Research Professor

Consejo Superior de Investigaciones Cientificas

SPAIN

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David Papo

Istituto Italiano di Tecnologia

ITALY

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Juan-Andrés Martín-Gonzalo

Professor

Escuela Universitaria de Fisioterapia de la ONCE

SPAIN

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Massimiliano Zanin

Research Interests

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Articles (25)

Algorithmic Approaches for Assessing Multiscale Irreversibility in Time Series: Review and Comparison

Entropy, Irreversibility, and Time-Series Deep Learning of Kinematic and Kinetic Data for Gait Classification in Children with Cerebral Palsy, Idiopathic Toe Walking, and Hereditary Spastic Paraplegia

infomeasure: a comprehensive Python package for information theory measures and estimators

Directs in European air traffic management: When and why are they actually granted?

Information decomposition of airport dynamics: A study of Europe and US

Quantifying Deviations from Gaussianity with Application to Flight Delay Distributions

Evaluating Methods for Detrending Time Series Using Ordinal Patterns, with an Application to Air Transport Delays

Deep Learning models for the analysis of time series: A practical introduction for the statistical physics practitioner

How representative are air transport functional complex networks? A quantitative validation

Reconstructing brain functional networks through identifiability and deep learning

Augmenting Granger Causality through continuous ordinal patterns

Low Cost Carriers Induce Specific and Identifiable Delay Propagation Patterns: An Analysis of the EU and US Systems

Deep Learning Unravels Differences Between Kinematic and Kinetic Gait Cycle Time Series from Two Control Samples of Healthy Children Assessed in Two Different Gait Laboratories

Manipulating Time Series Irreversibility Through Continuous Ordinal Patterns

Evaluating Time Irreversibility Tests Using Geometric Brownian Motions with Stochastic Resetting

Structure, Resilience and Evolution of the European Air Route Network From 2015 to 2018

Continuous ordinal patterns: Creating a bridge between ordinal analysis and deep learning

Markov-modulated model for landing flow dynamics: An ordinal analysis validation

On the complementarity of ordinal patterns-based entropy and time asymmetry metrics

Propagation of Interactions among Aircraft Trajectories: A Complex Network Approach

Measuring landing independence and interactions using statistical physics

Local and Network-Wide Time Scales of Delay Propagation in Air Transport: A Granger Causality Approach

Can Deep Learning distinguish chaos from noise? Numerical experiments and general considerations

Optimal Cost-Based Strengthening of Complex Networks

Analyzing international events through the lens of statistical physics: The case of Ukraine

Collaborators (6)

JAVIER LÓPEZ-LÓPEZ

Felipe Olivares

Johann H. Martínez

Jose J Ramasco

David Papo

Juan-Andrés Martín-Gonzalo

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