Lucca 2018
72H PREPRINTS
Altered modularity and disproportional integration in functional networks are markers of abnormal brain organization in schizophrenia
arXiv
(Cinelli, Echegoyen, Oliveira, Orellana, Gili)
Dynamics of new strain emergence on a temporal network
arXiv
(Chakraborty, Hoffmann, Leguia, Nolet, Ortiz, Prunas, Zavojanni, Valdano, Poletto)
Maximum entropy approach to link prediction in bipartite networks
arXiv
(Baltakiene, Baltakys, Cardamone, Parisi, Radicioni, Torricelli, van Lidth de Jeude, Saracco)
Network-based indicators of Bitcoin bubbles
arXiv
(Bovet, Campajola, Lazo, Mottes, Pozzana, Restocchi, Saggese, Vallarano, Squartini, Tessone)
Network sensitivity on systemic risk
arXiv
(Di Gangi, Lo Sardo, Macchiati, Minh, Pinotti, Ramadiah, Wilinski, Cimini)
LECTURES & TUTORIALS
Fosca Giannotti (lecture)
Big Data for understanding human dynamics: the power of networks
Claudio Tessone (lecture)
A complex systems perspective to blockchain-based systems
Chiara Poletto (lecture)
Introduction to network epidemiology
Guido Caldarelli (lecture)
Application of statistical physics to finance
Paolo Barucca (tutorial)
Network models of systemic risk
Marcos Oliveira (tutorial)
Performing embarrassingly parallel data analysis in Python using IPyparallel and Pandas
Ruggiero Lo Sardo (tutorial)
Web visualization of small scale complex networks
Alexandre Bovet (tutorial)
Uncovering memory patterns in temporal networks with higher-order Markov models
Tommaso Radicioni (tutorial)
How to use Gephi? A short introduction to network analysis and visualization
TUTORS & LECTURERS
GUIDO CALDARELLI (lecturer): Guido Caldarelli is full professor of physics at IMT Lucca, and LIMS fellow. He is vice-president of the Complex Systems Society, and in the board of the statistical and nonlinear physics division of the European Physical Society. His research interests involve structure of networks, financial networks, and multiplex networks. website
FOSCA GIANNOTTI (lecturer): Fosca Giannotti is a senior researcher at the Information Science and Technology Institute of the National Research Council at Pisa, Italy, where she leads the Knowledge Discovery and Data Mining Laboratory. Her current research interests include data mining query languages, knowledge discovery support environment, web-mining, spatio-temporal reasoning, spatio-temporal data mining, and privacy preserving data mining. website
CHIARA POLETTO (lecturer): Chiara Poletto is a researcher at INSERM (French National Institute of Health and Medical Research). She studies emerging pathogens and disease ecology. She applies network physics and complex system approaches to reach a theoretical understanding of the interplay between human behaviour and infection propagation, using data-driven computational models. Her goal is to provide a quantitative assessment forecast of the epidemic evolution. website
CLAUDIO J. TESSONE (lecturer): Claudio J. Tessone is assistant professor at the Dept of Business Administration of the University of Zurich. He applies network analysis to socio-economical systems. website
GIULIO CIMINI (tutor): Giulio Cimini is assistant professor in Quantitative Analysis and Modeling of Complex Economical and Financial Systems at IMT Lucca. website
ANGELO FACCHINI (tutor): Angelo Facchini is Assistant Professor at IMT Lucca. His research interests are in the field of nonlinear time series analysis, complex systems and data science with applications to biophysical phenomena, markets, infrastructural water and energy networks, urban sustainability, and megacities. website
TOMMASO GILI (tutor): Tommaso Gili currently works at the NETWORKS Complex Networks Research Unit, IMT School for Advanced Studies Lucca. Tommaso does research in Polymer Chemistry, Physical Chemistry and Biophysics. website
FABIO SARACCO (tutor): Fabio Saracco is assistant professor at IMT Lucca, since October 2015, when he joined the NETWORKS research unit. website
Organizers
ALBERTO ANTONIONI
TIZIANO SQUARTINI
EUGENIO VALDANO
Supporters
