Publications

Publications

latest works

2023

  • Multi-user edge service orchestration based on Deep Reinforcement Learning

    C. Quadri, A. Ceselli, G.P. Rossi. Published in Computer Communications 203, 30-47

  • User migration across Web3 online social networks: behaviors and influence of hubs

    A. Galdeman, M. Zignani, S. Gaito. Accepted at IEEE International Conference on Communications, 28-01 June - Rome, Italy

  • Unfolding temporal networks through statistically significant graph evolution rules

    A. Galdeman, M. Zignani, S. Gaito. Accepted at 2023 IEEE International Conference on Data Science and Advanced Analytics (DSAA). IEEE. 9-13 October 2023 – Thessaloniki, Greece

  • User migration prediction in blockchain socioeconomic networks using graph neural networks

    C.Ba, A. Galdeman, M. Dileo, M. Zignani, S. Gaito. Proceedings of the 2023 ACM Conference on Information Technology for Social Good, 6-8 September 2023 - Lisbon, Portugal

  • DURENDAL: Roland-based graph deep learning framework for temporal heterogeneous networks

    M. Dileo, M. Zignani, S. Gaito. Accepted at Phd Forum of ECML-PKDD, 18-22 September - Turin, Italy

  • Dynamic link prediction with textual content in Web3 social platforms

    M. Dileo, M. Zignani, S. Gaito. Accepted at 2nd Italian Conference on Big Data and Data Science (ITADATA), 11-13 September - Naples, Italy

  • Temporal Smoothness Regularisers for Neural Link Predictors

    M. Dileo, P. Minervini, M. Zignani, S. Gaito. ArXiv preprint

2022

2021

2020

  • The Effect of Cryptocurrency Price on a Blockchain-Based Social Network

    CT Ba, M Zignani, S Gaito, GP Rossi. International Conference on Complex Networks and Their Applications, 581-592

  • The parable of arable land: Characterizing large scale land acquisitions through network analysis

    R Interdonato, J Bourgoin, Q Grislain, M Zignani, S Gaito, M Giger. Plos one 15 (10), e0240051

  • Mining the miners: acknowledging the magnitude of mining deals through data science

    J Bourgoin, Q Grislain, R Interdonato, M Zignani, S Gaito. CEUR-WS

  • Monitoring emergency calls and social networks for COVID-19 surveillance. To learn for the future: the outbreak experience of the Lombardia region in Italy

    Castaldi S, Maffeo M, Rivieccio BA, Zignani M, Manzi G, Nicolussi F, Salini S, Micheletti A, Gaito S, Biganzoli E.Acta Bio Medica: Atenei Parmensis. 2020;91(9-S):29.

  • Multi-resolution visualization and analysis of biomolecular networks through hierarchical community detection and web-based graphical tools

    Perlasca P, Frasca M, Ba CT, Gliozzo J, Notaro M, Pennacchioni M, Valentini G, Mesiti M. PloS one 15 (12), e0244241

  • On Location Relevance and Diversity in Human Mobility Data

    ML Damiani, F Hachem, C Quadri, M Rossini, S Gaito ACM Transactions on Spatial Algorithms and Systems (TSAS) 7 (2), 1-38

  • Optimal assignment plan in sliced backhaul networks

    C Quadri, M Premoli, A Ceselli, S Gaito, GP Rossi. IEEE Access 8, 68983-69002

  • Platooning on the edge

    C Quadri, V Mancuso, M Ajmone Marsan, GP Rossi. Proceedings of the 23rd International ACM Conference on Modeling, Analysis

2019

  • Urban groups: behavior and dynamics of social groups in urban space

    M Zignani, C Quadri, S Gaito, GP Rossi. EPJ Data Science 8 (1), 1-21

  • Unipred-web: a web tool for the integration and visualization of biomolecular networks for protein function prediction

    Perlasca P, Frasca M, Ba CT, Notaro M, Petrini A, Casiraghi E, Grossi G, Gliozzo J, Valentini G, Mesiti M. BMC bioinformatics. 2019 Dec;20(1):1-9.

  • Characterizing large scale land acquisitions through network analysis

    R Interdonato, J Bourgoin, Q Grislain, M Zignani, S Gaito, M Giger. International Conference on Complex Networks and Their Applications, 152-163

  • Feature-rich networks: going beyond complex network topologies

    R Interdonato, M Atzmueller, S Gaito, R Kanawati, C Largeron, A Sala. Applied Network Science 4 (1), 1-13

  • Complex Networks and Their Applications VIII: Volume 1 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019

    H Cherifi, S Gaito, JF Mendes, E Moro, LM Rocha. Springer Nature

  • Timely and personalized services using mobile cellular data

    S Mudda, M Zignani, S Gaito, S Giordano, GP Rossi. Online Social Networks and Media 13, 100048