Publications

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

Zanin, Massimiliano
Communications in Nonlinear Science and Numerical Simulation 114, 106708 (2022)

Corrupted bifractal features in finite uncorrelated power-law distributed data

Olivares, Felipe; Zanin, Massimiliano
Physica A: Statistical Mechanics and its Applications 603, 1-11 (2022)

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

Zanin, Massimiliano; Martínez, Johann H.
Chaos: An Interdisciplinary Journal of Nonlinear Science 32, 051103 (1-8) (2022)

20 years of ordinal patterns: Perspectives and challenges

Leyva Callejas, Inmaculada; Martinez, Johann; Masoller, Cristina; Rosso, Osvaldo A.; Zanin, Massimiliano
EPL 138, 31001 (1-7) (2022)

Assessing Identifiability in Airport Delay Propagation Roles Through Deep Learning Classification

Ivanoska, Ilinka; Pastorino, Luisina; Zanin, Massimiliano
IEEE Access 10, 28520 - 28534 (2022)

Telling functional networks apart using ranked network features stability

Zanin, Massimiliano; Güntekin, Bahar; Aktürk, Tuba; Yıldırım, Ebru; Yener, Görsev; Kiyi, Ilayda; Hünerli-Gündüz, Duygu; Sequeira, Henrique; Papo, David
Scientific Reports 12, 2562 (2022)

Air delay propagation patterns in Europe from 2015 to 2018: an information processing perspective

Pastorino, Luisina; Zanin, Massimiliano
J. Phys. Complex. 3, 015001 (2022)

Assessing time series irreversibility through micro-scale trends

Zanin, Massimiliano
Chaos: An Interdisciplinary Journal of Nonlinear Science 31, 103118 (2021)

The AIMe registry for artificial intelligence in biomedical research

Julian Matschinske, ..., Massimiliano Zanin, Olga Zolotareva, Jan Baumbach & David B. Blumenthal
Nature Methods , (2021)

Ordinal patterns-based methodologies for distinguishing chaos from noise in discrete time series

Zanin, Massimiliano; Olivares, Felipe
Communications Physics 4, 190 (2021)

Leveraging network analysis to evaluate biomedical named entity recognition tools

Eduardo P. García del Valle; Gerardo Lagunes García; Lucía Prieto Santamaría; Massimiliano Zanin; Ernestina Menasalvas Ruiz; Alejandro Rodríguez-González
Scientific Reports 11, 13537 (2021)

Trends in Incidence and Transmission Patterns of COVID-19 in Valencia, Spain

Carolina Romero García; Adina Iftimi; Álvaro Briz-Redón; Massimiliano Zanin; Maria Otero; Mayte Ballester; José de Andrés; Giovanni Landoni; Dolores de las Marinas; Juan Carlos Catalá Bauset; Jesus Mandingorra
JAMA Network Open 4, e2113818 (2021)

DisMaNET: A network-based tool to cross map disease vocabularies

Eduardo P.García del Valle; Gerardo Lagunes García; Lucía Prieto Santamaría; Massimiliano Zanin; Ernestina Menasalvas Ruiz; Alejandro Rodríguez-González
Computer Methods and Programs in Biomedicine 207, 106233 (2021)

Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison

Ilinka Ivanoska; Kire Trivodaliev; Slobodan Kalajdziski; Massimiliano Zanin
Brain Sciences 11 (6), 735 (2021)

Assessing Granger Causality on Irregular Missing and Extreme Data

Zanin, Massimiliano
IEEE Access 9, 75362 - 75374 (2021)

Principles and open questions in functional brain network reconstruction

Korhonen, Onerva; Zanin, Massimiliano; Papo, David
Human Brain Mapping 42, 3680-3711 (2021)

A Fast Transform for Brain Connectivity Difference Evaluation

Zanin, Massimiliano; Ivanoska, Ilinka; Güntekin, Bahar; Yener, Görsev; Loncar-Turukalo, Tatjana; Jakovljevic, Niksa; Sveljo, Olivera; Papo, David
Neuroinformatics , https://doi.org/10.1007/s12021-021-09518-7 (2021)

Uncertainty in Functional Network Representations of Brain Activity of Alcoholic Patients

Zanin, Massimiliano; Belkoura, Seddik; Gomez, Javier; Alfaro, César; Cano, Javier
Brain Topography 34, 6-18 (2021)

Travel restrictions during pandemics: A useful strategy?

Zanin, Massimiliano; Papo, David
Chaos 30, 111103 (2020)

Mitochondria interaction networks show altered topological patterns in Parkinson’s disease

Zanin, Massimiliano; Santos, Bruno FR; Antony, Paul MA; Berenguer-Escuder, Clara; B. Larsen, Simone; Hanss, Zoe; Barbuti, Peter; Baumuratov, Aidos S.; Grossmann, Dajana; Capelle, Christophe M.; Weber, Joseph; Balling, Rudi; Ollert, Markus; Krüger, Rejko; Diederich, Nico J.; He, Feng Q.
npj Systems Biology and Applications 6, 38 (2020)

Assessing airport landing efficiency through large-scale flight data analysis

Zanin, Massimiliano
IEEE Access 8, 170519-170528 (2020)

Characterization and Prediction of Air Transport Delays in China

Zanin, Massimiliano; Zhu, Yanbo; Yan, Ran; Dong, Peiji; Sun, Xiaoqian; Sebastian Wandelt
Applied Sciences 10, 6165 (2020)

A minimal model of hospital patients’ dynamics in COVID-19

Papo,David;Righetti,Marco;Fadiga,Luciano;Biscarini,Fabio;Zanin,Massimiliano
Chaos, Solitons & Fractals 140, 110157 (2020)

Assessing functional propagation patterns in COVID-19

Zanin, Massimiliano; Papo, David
Chaos, Solitons & Fractals 138, 109993 (2020)

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