People

Giovanni Petri

Research Leader

Fields of study:
Mathematics of Complex Systems

Home Page: lordgrilo.github.io
giovanni.petri<at>isi<dot>it

Publications

Simplicial Activity Driven Model

Physical Review Letters 121, 228301

Topological Data Analysis of Biomedical Big Data"

A. Phinyomark, G. Petri, E. Ibanez Marcelo
Signal Processing and Machine Learning for Biomedical Big Data. CRC Press, 2018 (2018)

Analysis of big data in gait biomechanics: current trends and future direction

A. Phinyomark, G. Petri, E. Ibanez Marcelo, S.T. Osis, R. Ferber
Journal of medical and biological engineering. 2):244-60. (2018)

Navigating features: a topologically informed chart of electromyographic features space

A. Phinyomark, E. Ibanez Marcelo, A. Patania, E. Scheme, G. Petri
Journal of The Royal Society Interface 14 (137) (2017)

The shape of collaborations

A. Patania, G. Petri, F. Vaccarino
EPJ Data Science 20176:18 (2017)

Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks

L. Lord, P. Expert, H. M. Fernandes, G. Petri, T. J. Van Hartevelt, F. Vaccarino, G. Deco, F. Turkheimer, M. L. Kringelbach
Front. Syst. Neurosci. 10/85 (2016)

Persistent homology analysis of phase transitions

I. Donato, M. Gori, M. Pettini, G. Petri, S. De Nigris, R. Franzosi, F. Vaccarino
Physical Review E 93 (5) (2016)

Temporal stability of network partitions

G. Petri, P. Expert
Phys. Rev. E 90 (2014)

Evolutionary dynamics of time-resolved social interactions

A. Cardillo, G. Petri, V. Nicosia, R. Sinatra, J. Gomez-Gardenes, V. Latora
Phys. Rev. E 90, 052825 (2014)

Homological scaffolds of brain functional networks

G. Petri, P. Expert, F. Turkheimer, R. Carhart-Harris, D. Nutt, P. J. Hellyer, F. Vaccarino
J. R. Soc. Interface 11 (2014)

Homological scaffolds of brain functional networks

G. Petri, P. Expert, F. Turkheimer, R. Carhart-Harris, D. Nutt, P. J. Hellyer, F. Vaccarino
J. R. Soc. Interface 11 (2014)

Topological strata of weighted complex networks

G. Petri, M. Scolamiero, I. Donato, F. Vaccarino
PLoS ONE 8(6): e66506 (2013)

Networks and cycles: a persistent homology approach to complex networks

G. Petri, M. Scolamiero, I. Donato, F. Vaccarino
Proceedings of the European Conference on Complex Systems 2012 (2012)

Decimation of fast states and and weak nodes: topological variation through persistent homology

I. Donato, G. Petri, M. Scolamiero, F. Vaccarino
Proceedings of the European Conference on Complex Systems 2012 (2012)