Massimiliano Zanin
- IFISC (CSIC-UIB)
- Campus Universitat de les Illes Balears E-07122 Palma de Mallorca. Spain
- Despacho 202 parc bit
- 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
irreversibility: A Python Package for Assessing and Manipulating the Time Irreversibility of Real-World Time Series
Zanin, MassimilianoEntropy 27, e27111146 (2025)
SynthATDelays: A Minimalist Python Package for the Generation of Synthetic Air Transport Delay Data
Büth, Carlson; Zanin, MassimilianoAerospace 12, 900 (2025)
infomeasure: a comprehensive Python package for information theory measures and estimators
Büth, Carlson M.; Acharya, Kishor; Zanin, MassimilianoScientific Reports 15, 29323 (2025)
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)
Proyectos de investigación vigentes
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 …