Massimiliano Zanin
- IFISC (CSIC-UIB)
- Campus Universitat de les Illes Balears E-07122 Palma de Mallorca. Spain
- Despacho 106
- +34 971 25 96 29
- Contact
- Página 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.
Publicaciones recientes
DESIGN and be SMART: Eleven engineering challenges to achieve sustainable air transportation under safety assurance in the year 2050
Wandelt, Sebastian; Blom, Henk; Krömer, Marius Magnus; Li, Daochun; Mitici, Mihaela; Ryley, Tim; Stumpf, Eike; Wang, Kun; Yang, Bin; Zanin, Massimiliano; Sun, XiaoqianJournal of the Air Transport Research Society 4, 100045 (2025)
Quantifying Deviations from Gaussianity with Application to Flight Delay Distributions
Olivares, Felipe; Zanin, MassimilianoEntropy 27, 354 (1-16) (2025)
Evaluating Methods for Detrending Time Series Using Ordinal Patterns, with an Application to Air Transport Delays
Olivares, Felipe; Marín-Rodríguez, F Javier; Acharya, Kishor; Zanin, MassimilianoEntropy 27, 230 (1-18) (2025)
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
De Gorostegui Álvarez de Miranda, Alfonso; Kiernan, Damien; Martín-Gonzalo, Juan-Andrés; López-López, Javier; Pulido-Valdeolivas, Irene; Rausell, Estrella; Zanin, Massimiliano; Gómez-Andrés, DavidSensors 25, 110 (2025)
Manipulating Time Series Irreversibility Through Continuous Ordinal Patterns
Zanin, MassimilianoSymmetry 16, 1696 (2024)
Proyectos de investigación vigentes
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 ...