Massimiliano Zanin
- IFISC (CSIC-UIB)
- Campus Universitat de les Illes Balears E-07122 Palma de Mallorca. Spain
- Office 106
- +34 971 25 96 29
- Contact
- Web page: https://www.mzanin.com
Profile
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.
Recent Publications
Low Cost Carriers Induce Specific and Identifiable Delay Propagation Patterns: An Analysis of the EU and US Systems
Gil-Rodrigo, Sofia; Zanin, MassimilianoIEEE Access 12, 75323 - 75336 (2024)
How representative are air transport functional complex networks? A quantitative validation
Acharya, Kishor; Olivares, Felipe; Zanin, MassimilianoChaos 34, 043133 (2024)
Status quo and challenges in air transport management research
Wandelt, Sebastian; Antoniou, Constantinos; Birolini, Sebastian; Delahaye, Daniel; Dresner, Martin; Fu, Xiaowen; Gössling, Stefan; Hong, Seock-Jin; Odoni, Amedeo R.; Zanin, Massimiliano; Zhang, Anming; Zhang, Hui; Zhang, Yahua; Sun, XiaoqianJournal of the Air Transport Research Society 2, 100014 (2024)
Reconstructing brain functional networks through identifiability and deep learning
Zanin, Massimiliano; Aktürk, Tuba; Yıldırım, Ebru; Yerlikaya, Deniz; Yener, Görsev; Güntekin, BaharNetwork Neuroscience 8, 241–259 (2024)
Identifiability of complex networks
Zanin, Massimiliano; Buldú, J.M.Frontiers in Physics 11, (2023)
Ongoing Research projects
ARCTIC
Air Transport as Information and Computation
P.I.: 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. ...
RE-TE
Regional Economy / Travel Expectations
P.I.: Massimiliano Zanin
The assessment of the economic health of economies around the world has historically been based on reports prepared by multiple public and private institutions – from banks to governments. These describe how ...
Hybrid
New hybrid methods to study and forecast flight delay propagation
P.I.: 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
P.I.: 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
P.I.: 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 ...