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About
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Fundamental Research
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Press
BiLab Laboratory
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People
Giovanni Petri
Senior Research Scientist
Fields of study:
Mathematics of Complex Systems
Home Page
:
lordgrilo.github.io
giovanni.petri<at>isi<dot>it
Publications
Networks beyond pairwise interactions: structure and dynamics
F. Battiston, G. Cencetti, I. Iacopini, V. Latora, M. Lucas, A. Patania, J. Young,
G. Petri
Physics Reports
(2020)
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Social contagion models on hypergraphs
G. Ferraz de Arruda
,
G. Petri
,
Y. Moreno
Physical Review Research
2 (2) (2020)
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Generating dynamical neuroimaging spatiotemporal representations (DyNeuSR) using topological data analysis
C. Geniesse, O. Sporns,
G. Petri
, M. Saggar
Network Neuroscience
3 (3) (2019)
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Topology highlights mesoscopic functional equivalence between imagery and perception: The case of hypnotizability
E. Ibañez Marcelo
, L. Campioni, A. Phinyomark,
G. Petri
, E. Santarcangelo
NeuroImage
200 (2019)
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Topological gene expression networks recapitulate brain anatomy and function
A. Patania, P. Selvaggi, M. Veronese, O. Dipasquale, P. Expert,
G. Petri
Network Neuroscience
3, 3 (2019)
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Editorial: Topological Neuroscience
P. Expert, L. Lord, M. L. Kringelbach,
G. Petri
Network Neuroscience
3, 3 (2019)
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Simplicial models of social contagion
I. Iacopini,
G. Petri
, A. Barrat, V. Latora
Nature Communications
10: 2485 (2019)
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Differences in EMG Feature Space between Able-Bodied and Amputee Subjects for Myoelectric Control
E. Campbell, A. Phinyomark, A. H. Al-Timemy, R. N. Khushaba,
G. Petri
, E. Scheme
9th International IEEE/EMBS Conference on Neural Engineering (NER)
(2019)
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Spectral and topological analyses of the cortical representation of the head position: Does hypnotizability matter?
E. Ibañez Marcelo
, L. Campioni, D. Manzoni, E. Santarcangelo,
G. Petri
Brain and behavior
9, 6 e01277 (2019)
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On the predictability of infectious disease outbreaks
S. Scarpino,
G. Petri
Nature communications
10, 898 (2019)
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Topological Data Analysis of Biomedical Big Data
A. Phinyomark,
G. Petri
,
E. Ibañez Marcelo
Signal Processing and Machine Learning for Biomedical Big Data. CRC Press, 2018
(2018)
Topology highlights mesoscopic functional equivalence between imagery and perception
G. Petri
,
E. Ibañez Marcelo
, L. Campioni, A. Phinyomark, E. Santarcangelo
International Journal of Phychophysiology 131
S27-S28 (2018)
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Simplicial Activity Driven Model
G. Petri
, A. Barrat
Physical Review Letters
121, 228301 (2018)
Analysis of big data in gait biomechanics: current trends and future direction
A. Phinyomark,
G. Petri
,
E. Ibañez Marcelo
, S.T. Osis, R. Ferber
Journal of medical and biological engineering.
38:2 (2018)
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Navigating features: a topologically informed chart of electromyographic features space
A. Phinyomark,
E. Ibañez Marcelo
, A. Patania, E. Scheme,
G. Petri
Journal of The Royal Society Interface
14 (137) (2017)
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Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis
A. Phinyomark,
E. Ibañez Marcelo
,
G. Petri
IEEE Transactions on Big Data
14, 8 (2017)
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Construction of and efficient sampling from the simplicial configuration model
J. Young,
G. Petri
,
F. Vaccarino
, A. Patania
Phys. Rev. E
96, 3 (2017)
The shape of collaborations
A. Patania,
G. Petri
,
F. Vaccarino
EPJ Data Science
20176:18 (2017)
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Topological analysis of data
A. Patania,
F. Vaccarino
,
G. Petri
EPJ Data Science
6:7 (2017)
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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)
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Unveiling patterns of international communities in a global city using mobile phone data
P. Bajardi
, M. Delfino,
A. Panisson
,
G. Petri
,
M. Tizzoni
EPJ Data Science
4:3 (2015)
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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)
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jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology
J. Binchi, E. Merelli, M. Rucco,
G. Petri
,
F. Vaccarino
Electronic Notes in Theoretical Computer Science
306 (2014)
Network Science
,
Topology
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Entangled communities and spatial synchronization lead to criticality in urban traffic
G. Petri
, P. Expert, H. J. Jensen, J. W. Polak
Scientific Reports
Article number:1798 (2013)
Complex Systems
,
Mathematics of complex systems
,
Mobility
,
Social Systems
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Topological strata of weighted complex networks
G. Petri
, M. Scolamiero, I. Donato,
F. Vaccarino
PLoS ONE
8(6): e66506 (2013)
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Understanding mobility in a social petri dish
M. Szell, R. Sinatra,
G. Petri
, S. Thurner, V. Latora
Scientific Reports 2
(2012)
Mathematics of complex systems
,
Mobility
,
Social Dynamics
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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)