Massimiliano Zanin

Massimiliano Zanin
Perfil
I received the Ph.D. degree in electrical and computer engineering from the Universidade Nova de Lisboa, Portugal, in 2014. I'm currently a researcher at CSIC-IFISC, where I am coordinating the ERC Starting Grant ARCTIC. With more than 140 published peer-reviewed contributions in international conferences and journals, I have a good experience in data mining and machine learning research, both the theory and the application, and I have collaborated with scientists from all over the world. My main topics of interest include Data Science and its application to several real-world problems, including the modelling and understanding of air transport or mining complex biomedical data sets. I'm a member of the editorial team of Nature Scientific Reports, the European Journal of Social Behavior, PeerJ, PeerJ Computer Science and Complexity.

Publicacions recents

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)

Gait analysis under the lens of statistical physics

Zanin, Massimiliano; Olivares, Felipe; Pulido-Valdeolivas, Irene; Rausell, Estrella; Gomez-Andres, David
Computational and Structural Biotechnology Journal 20, 3257-3267 (2022)

Analysis of the European air route network: properties, evolution and resilience

Esteve, Pau (Advisors: Massimiliano Zanin & Jose J. Ramasco)
Master Thesis (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 (2022)

Projectes de recerca recents i vigents

ARCTIC

Air Transport as Information and Computation

I.P.: Massimiliano Zanin
This project is an ERC Starting Grant of panel SH2, "Institutions, Values, Environment and Space". Air transport has by and large been studied as a transportation process, in which different elements, e.g. ...

Mobility 2030

CSIC PTI Mobility 2030

I.P.: Jose Javier Ramasco
CSIC PTI (Interdisciplinar Platform) to foment the scientific collaborations between CSIC groups/institutes and industrial partners in the ambit of urban mobility.

AIHUB

AIHUB

I.P.: Jose Javier Ramasco
HUB CSIC for fomenting the research and services on Artificial Intelligence.

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