People
Giovanni Petri
Research Leader
Fields of study:
Mathematics of Complex Systems
Home Page: lordgrilo.github.io
giovanni.petri<at>isi<dot>it
giovanni.petri<at>isi<dot>it
Publications
Topological Data Analysis of Biomedical Big Data"
Signal Processing and Machine Learning for Biomedical Big Data. CRC Press, 2018 (2018)
Topology highlights mesoscopic functional equivalence between imagery and perception
International Journal of Phychophysiology 131 S27-S28 (2018)
Simplicial Activity Driven Model
Physical Review Letters 121, 228301 (2018)
Analysis of big data in gait biomechanics: current trends and future direction
Journal of medical and biological engineering. 2):244-60. (2018)
Navigating features: a topologically informed chart of electromyographic features space
Journal of The Royal Society Interface 14 (137) (2017)
Resting-State fMRI Functional Connectivity: Big Data Preprocessing Pipelines and Topological Data Analysis
IEEE Transactions on Big Data 14, 8 (2017)
Construction of and efficient sampling from the simplicial configuration model
Phys. Rev. E 96, 3 (2017)
Topological analysis of data: success and challenges of a new branch of data science
EPJ Data Science 6:7 (2017)
Insights into Brain Architectures from the Homological Scaffolds of Functional Connectivity Networks
Front. Syst. Neurosci. 10/85 (2016)
Persistent homology analysis of phase transitions
Physical Review E 93 (5) (2016)
Unveiling patterns of international communities in a global city using mobile phone data
EPJ Data Science 4:3 (2015)
Temporal stability of network partitions
Phys. Rev. E 90 (2014)
Evolutionary dynamics of time-resolved social interactions
Phys. Rev. E 90, 052825 (2014)
jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology
Electronic Notes in Theoretical Computer Science 306 (2014)
Entangled communities and spatial synchronization lead to criticality in urban traffic
Scientific Reports Article number:1798 (2013)
Networks and cycles: a persistent homology approach to complex networks
Proceedings of the European Conference on Complex Systems 2012 (2012)
Decimation of fast states and and weak nodes: topological variation through persistent homology
Proceedings of the European Conference on Complex Systems 2012 (2012)