Massimiliano Zanin
- IFISC (CSIC-UIB)
- Campus Universitat de les Illes Balears E-07122 Palma de Mallorca. Spain
- Oficina 202 parc bit
- Contact
- Pàgina web: https://www.mzanin.com
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
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
de Gorostegui, Alfonso; Zanin, Massimiliano; Martín-Gonzalo, Juan-Andrés; López-López, Javier; Gómez-Andrés, David; Kiernan, Damien; Rausell, EstrellaSensors 25 (13), (2025)
On the limits of the intervention on complex systems guided by functional networks
Zanin, MassimilianoScientific Reports 15, 22304 (2025)
Information decomposition of airport dynamics: A study of Europe and US
Acharya, Kishor; Zanin, MassimilianoTransportation Research Interdisciplinary Perspectives 31, 101466 (2025)
Quantifying Deviations from Gaussianity with Application to Flight Delay Distributions
Olivares, Felipe; Zanin, MassimilianoEntropy 27, 354 (1-16) (2025)
Directs in European air traffic management: When and why are they actually granted?
Esteve, Pau; Zanin, MassimilianoJournal of Air Transport Management 125, 102766 (2025)
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. ...
Hybrid
New hybrid methods to study and forecast flight delay propagation
I.P.: Jose Javier Ramasco, Massimiliano Zanin
Hybrid is a proposal for carrying out a PhD research within the Engage2 project associated to SESAR. This is a cascade funding structure in which the SESAR Horizon Europe program with the ...
MdM-IFISC-2
Maria de Maeztu 2023-2026
I.P.: Ernesto Estrada, Ingo Fischer, Emilio Hernández-García, Rosa Lopez, Claudio Mirasso, Jose Javier Ramasco, Raúl Toral, Roberta Zambrini
After 15 years of its existence, IFISC can point to a proven track record of impactful research. The previous 2018-2022 MdM award has significantly enhanced the institute's capabilities, as demonstrated by an ...
CATSUIT
Climbing at the Source of Irreversibility
I.P.: Massimiliano Zanin
Irreversibility, i.e. the lack of invariance of the statistical properties of a system or time series under the operation of time reversal, has attracted the interest of the physics community since the ...