Michele Starnini

Smurf-Based Anti-money Laundering in Time-Evolving Transaction Networks

M. Starnini, C. Tsourakakis, M. Zamanipour, A. Panisson, W. Allasia, M. Fornasiero, L. Li Puma, V. Ricci, S. Ronchiadin, A. Ugrinoska, M. Varetto, D. Moncalvo

ECML PKDD 2021: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track (2021)

People

Michele Starnini

Researcher

Publications

Impact of data accuracy on the evaluation of COVID-19 mitigation policies

Smurf-Based Anti-money Laundering in Time-Evolving Transaction Networks

Prediction of new scientific collaborations through multiplex networks

Detecting adherence to the recommended childhood vaccination schedule from user-generated content in a US parenting forum

Modeling partial lockdowns in multiplex networks using partition strategies

The echo chamber effect on social media

No echo in the chambers of political interactions on Reddit

Emergence of Polarized Ideological Opinions in Multidimensional Topic Spaces

Trends and Characteristics of Emergency Medical Services in Italy: A 5-Years Population-Based Registry Analysis

Link prediction in multiplex networks via triadic closure

Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis

Flocking-enhanced social contagion

Falling into the Echo Chamber: The Italian Vaccination Debate on Twitter

Modeling echo chambers and polarization dynamics in social networks

Quantifying echo chamber effects in information spreading over political communication networks

Random walks in non-Poissoinan activity driven temporal networks

The interconnected wealth of nations: Shock propagation on global trade-investment multiplex networks

Geometric randomization of real networks with prescribed degree sequence

Robust Modeling of Human Contact Networks Across Different Scales and Proximity-Sensing Techniques

Immunization strategies for epidemic processes in time-varying contact networks

Random walks on temporal networks

ISI Foundation