@article{citraro2022feature,author={Citraro, Salvatore and Vitevitch, Michael and Stella, Massimo and Rossetti, Giulio},journal={Scientific Reports},year={2023},}
@inproceedings{cau2023framework,title={A framework for the diachronic and linguistic analysis of online polarized discussions},author={Cau, Erica and Morini, Virginia and Rossetti, Giulio},year={2023},}
@article{kim2023migrants,title={Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis},author={Kim, Jisu and Pratesi, Francesca and Rossetti, Giulio and S{\^\i}rbu, Alina and Giannotti, Fosca},journal={Social Network Analysis and Mining},volume={13},number={1},pages={1--23},year={2023},publisher={Springer},}
@inproceedings{ferro2023higher,title={Higher-Order Estimate of Open Mindedness in Online Political Discussions},author={Ferro, Giulia and Pansanella, Valentina and Rossetti, Giulio},booktitle={International School and Conference on Network Science},year={2023},}
@inproceedings{abramski2023the,author={Abramski, Katherine and Citraro, Salvatore and Rossetti, Giulio and Stella, Massimo},booktitle={International School and Conference on Network Science},year={2023},}
@inproceedings{cazabet2023beyond,author={Cazabet, Remy and Fize, Jacques and Citraro, Salvatore and Rossetti, Giulio},booktitle={International School and Conference on Network Science},year={2023},}
url = {https://www.mdpi.com/2504-2289/7/3/124},doi = {10.3390/bdcc7030124},journal = {Big Data and Cognitive Computing},author = {Abramski, Katherine and Citraro, Salvatore and Lombardi, Luigi and Rossetti, Giulio and Stella, Massimo},year = {2023},}
@article{Failla2023AttributedJ,title={Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions},author={Failla, Andrea and Citraro, Salvatore and Rossetti, Giulio},journal={Applied Network Science},doi={10.1007/s41109-023-00555-6},year={2023},volume={8},number={31},publisher={SpringerOpen},}
@article{Citraro2023bHypergraph,journal={New Ideas in Psychology},volume={71},pages={101034},year={2023},issn={0732-118X},doi={https://doi.org/10.1016/j.newideapsych.2023.101034},url={https://www.sciencedirect.com/science/article/pii/S0732118X23000272},author={Citraro, Salvatore and Warner-Willich, Judy and Battiston, Federico and S.Q. Siew, Cynthia and Rossetti, Giulio and Stella, Massimo},}
@article{pollacci2023academic,title={Academic Mobility from a Big Data Perspective},author={Pollacci, Laura and Milli, Letizia and Bircan, Tuba and Rossetti, Giulio},year={2023},journal={Journal of Data Science and Analytics},}
@article{pansanella2023mass,title={Mass Media Impact on Opinion Evolution in Biased Digital Environments: a Bounded Confidence Model},author={Pansanella, Valentina and Sirbu, Alina and Kert{\'e}sz, J{\'a}nos and Rossetti, Giulio},year={2023},journal={Scientific Reports},}
@article{citraro2023towards,author={Citraro, Salvatore and De Deyne, Simon and Stella, Massimo and Rossetti, Giulio},year={2023},journal={EPJ Data Science},}
@article{citraro2022delta,title={$\Delta$-Conformity: multi-scale node assortativity in feature-rich stream graphs},author={Citraro, Salvatore and Milli, Letizia and Cazabet, Remy and Rossetti, Giulio},journal={International Journal of Data Science and Analytics},pages={1--12},year={2022},publisher={Springer International Publishing},}
@article{esposito2022venture,author={Esposito, Christian and Gortan, Marco and Testa, Lorenzo and Chiaromonte, Francesca and Fagiolo, Giorgio and Mina, Andrea and Rossetti, Giulio},journal={Applied Network Science},year={2022},}
@article{pollacci2022academic,title={Academic Mobility from a Big Data Perspective},author={Pollacci, Laura and Milli, Letizia and Bircan, Tuba and Rossetti, Giulio},year={2022},}
@article{pansanella2022modeling,author={Pansanella, Valentina and Rossetti, Giulio and Milli, Letizia},journal={Applied Network Science},volume={7},number={1},pages={1--24},year={2022},publisher={Springer},}
author = {Marina Joseph, Simmi and Citraro, Salvatore and Morini, Virginia and Rossetti, Giulio and Stella, Massimo},journal = {Physica A: Statistical Mechanics and its Applications},year = {2022},}
@article{kim2022origin,title={Origin and destination attachment: study of cultural integration on Twitter},author={Kim, Jisu and Sirbu, Alina and Giannotti, Fosca and Rossetti, Giulio and Rapoport, Hillel},journal={EPJ Data Science},volume={11},number={1},pages={55},year={2022},publisher={Springer Berlin Heidelberg},}
@inproceedings{pansanella2022change,title={Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions},author={Pansanella, Valentina and Morini, Virginia and Squartini, Tiziano and Rossetti, Giulio},booktitle={Complex Networks \& Their Applications},year={2022},}
@inproceedings{failla2022attributed2,author={Failla, Andrea and Citraro, Salvatore and Rossetti, Giulio},booktitle={Complex Networks \& Their Applications},year={2022},}
@inproceedings{buongiovanni2022will,title={Will You Take the Knee? Italian Twitter Echo Chambers' Genesis during EURO 2020},author={Buongiovanni, Chiara and Candusso, Roswita and Cerretini, Giacomo and Febbe, Diego and Morini, Virginia and Rossetti, Giulio},booktitle={Complex Networks \& Their Applications},year={2022},}
@incollection{tommasina2022big,title={Big Data Analytics and Instagram: an exploratory study on Italian hotel accounts},author={Pianese, Tommasina and Rossetti, Giulio and Morini, Virginia},booktitle={Tourism, Hospitality and Culture 4.0: shifting towards the metaverse},pages={13--36},year={2022},publisher={Mc Graw Hill},}
@article{rossetti2021utldr,title={UTLDR: an agent-based framework for modeling infectious diseases and public interventions},author={Rossetti, Giulio and Milli, Letizia and Citraro, Salvatore and Morini, Virginia},journal={Journal of Intelligent Information Systems},volume={57},number={2},pages={347--368},year={2021},publisher={Springer US},}
@article{rossetti2021conformity,author={Rossetti, Giulio and Citraro, Salvatore and Milli, Letizia},journal={IEEE Intelligent Systems},volume={36},number={1},pages={25--34},year={2021},publisher={IEEE},}
@article{miliou2021predicting,title={Predicting seasonal influenza using supermarket retail records},author={Miliou, Ioanna and Xiong, Xinyue and Rinzivillo, Salvatore and Zhang, Qian and Rossetti, Giulio and Giannotti, Fosca and Pedreschi, Dino and Vespignani, Alessandro},journal={PLOS Computational Biology},volume={17},number={7},pages={e1009087},year={2021},publisher={Public Library of Science San Francisco, CA USA},}
@article{kim2021home,title={Home and destination attachment: study of cultural integration on Twitter},author={Kim, Jisu and Sirbu, Alina and Rossetti, Giulio and Giannotti, Fosca and Rapoport, Hillel},journal={arXiv preprint arXiv:2102.11398},year={2021},}
@inproceedings{kim2021characterising,title={Characterising different communities of Twitter users: Migrants and natives},author={Kim, Jisu and Sirbu, Alina and Rossetti, Giulio and Giannotti, Fosca},booktitle={International Conference on Complex Networks and Their Applications},pages={130--141},year={2021},organization={Springer, Cham},}
@article{cazabet2021evaluating,title={Evaluating community detection algorithms for progressively evolving graphs},author={Cazabet, Remy and Boudebza, Sou{\^a}ad and Rossetti, Giulio},journal={Journal of Complex Networks},volume={8},number={6},year={2021},}
@article{morini2021toward,title={Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study},author={Morini, Virginia and Pollacci, Laura and Rossetti, Giulio},journal={Applied Sciences},volume={11},number={12},pages={5390},year={2021},publisher={Multidisciplinary Digital Publishing Institute},}
@article{pisciotta2021sockpuppet,title={Sockpuppet Detection: a Telegram case study},author={Pisciotta, Gabriele and Somenzi, Miriana and Barisani, Elisa and Rossetti, Giulio},journal={arXiv preprint arXiv:2105.10799},year={2021},}
@article{citraro2021x,title={X-Mark: a benchmark for node-attributed community discovery algorithms},author={Citraro, Salvatore and Rossetti, Giulio},journal={Social Network Analysis and Mining},volume={11},year={2021},publisher={Springer},}
@article{esposito2021can,title={Can you always reap what you sow? Network and functional data analysis of VC investments in health-tech companies},author={Esposito, Christian and Gortan, Marco and Testa, Lorenzo and Chiaromonte, Francesca and Fagiolo, Giorgio and Mina, Andrea and Rossetti, Giulio},journal={arXiv preprint arXiv:2111.06371},year={2021},}
@inproceedings{pansanella2021mean,author={Pansanella, Valentina and Rossetti, Giulio and Milli, Letizia},booktitle={International Conference on Complex Networks and Their Applications},pages={329--340},year={2021},organization={Springer, Cham},}
title = {DynComm: An R Package for Evolving and Dynamic Community Detection in Social Networks},author = {Sarmento, Rui Portocarrero and Lemos, Lu{\'\i}s and Cordeiro, M{\'a}rio and Rossetti, Giulio and Cardoso, Douglas},journal = {International Journal of Open Source Software and Processes (IJOSSP)},volume = {12},number = {4},pages = {1--25},year = {2021},publisher = {IGI Global},}
@inproceedings{morini2020capturing,title={Capturing Political Polarization of Reddit Submissions in the Trump Era},author={Morini, Virginia and Pollacci, Laura and Rossetti, Giulio},booktitle={28th Symposium on Advanced Database Systems},year={2020},}
@article{cornacchia2020modelling,title={Modelling human mobility considering spatial, temporal and social dimensions},author={Cornacchia, Giuliano and Rossetti, Giulio and Pappalardo, Luca},journal={arXiv preprint arXiv:2007.02371},year={2020},}
@article{cintia2020relationship,title={The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy},journal={arXiv preprint arXiv:2006.03141},year={2020},}
@article{bonato2020mobile,title={Mobile phone data analytics against the COVID-19 epidemics in Italy: Flow diversity and local job markets during the national lockdown},journal={arXiv preprint arXiv:2004.11278},year={2020},}
@inproceedings{toccaceli2020opinion,author={Toccaceli, Cecilia and Milli, Letizia and Rossetti, Giulio},booktitle={International Conference on Complex Networks and Their Applications},pages={370--381},year={2020},organization={Springer, Cham},}
@inproceedings{cazabet2020cdlib,title={CDlib: a Python Library to Extract, Compare and Evaluate Communities from Complex Networks},author={Cazabet, Remy and Rossetti, Giulio and Milli, Letizia},booktitle={MARAMI},year={2020},}
@article{pollacci2019italian,title={The italian music superdiversity},author={Pollacci, Laura and Guidotti, Riccardo and Rossetti, Giulio and Giannotti, Fosca and Pedreschi, Dino},journal={Multimedia Tools and Applications},volume={78},number={3},pages={3297--3319},year={2019},publisher={Springer US},}
title = {DynComm R Package--Dynamic Community Detection for Evolving Networks},author = {Sarmento, Rui Portocarrero and Lemos, Lu{\'\i}s and Cordeiro, M{\'a}rio and Rossetti, Giulio and Cardoso, Douglas},journal = {arXiv preprint arXiv:1905.01498},year = {2019},}
@article{rossetti2019cdlib,author={Rossetti, Giulio and Milli, Letizia and Cazabet, Remy},journal={Applied Network Science},volume={4},number={1},pages={1--26},year={2019},publisher={SpringerOpen},}
@inproceedings{citraro2019eva,author={Citraro, Salvatore and Rossetti, Giulio},booktitle={International Conference on Complex Networks and Their Applications},pages={141--151},year={2019},organization={Springer, Cham},}
@inproceedings{rossetti2019exorcising,title={Exorcising the Demon: Angel, Efficient Node-Centric Community Discovery},author={Rossetti, Giulio},booktitle={International Conference on Complex Networks and Their Applications},pages={152--163},year={2019},organization={Springer},}
@inproceedings{milli2019community,title={Community-Aware Content Diffusion: Embeddednes and Permeability},author={Milli, Letizia and Rossetti, Giulio},booktitle={International Conference on Complex Networks and Their Applications},pages={362--371},year={2019},organization={Springer},}
@inproceedings{guidotti2019know,title={“Know Thyself” How Personal Music Tastes Shape the Last. Fm Online Social Network},author={Guidotti, Riccardo and Rossetti, Giulio},booktitle={International Symposium on Formal Methods},pages={146--161},year={2019},organization={Springer, Cham},}
How data mining and machine learning evolved from relational data base to data science
Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Fosca Giannotti, Anna Monreale, Mirco Nanni, Pasquale Pagano, and 1 more author
@incollection{amato2018data,title={How data mining and machine learning evolved from relational data base to data science},author={Amato, Giuseppe and Candela, Leonardo and Castelli, Donatella and Esuli, Andrea and Falchi, Fabrizio and Gennaro, Claudio and Giannotti, Fosca and Monreale, Anna and Nanni, Mirco and Pagano, Pasquale and others},booktitle={A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years},pages={287--306},year={2018},publisher={Springer, Cham},}
@inproceedings{gabrielli2018discovering,title={Discovering mobility functional areas: a mobility data analysis approach},author={Gabrielli, Lorenzo and Fadda, Daniele and Rossetti, Giulio and Nanni, Mirco and Piccinini, Leonardo and Pedreschi, Dino and Giannotti, Fosca and Lattarulo, Patrizia},booktitle={International Workshop on Complex Networks},pages={311--322},year={2018},organization={Springer, Cham},}
@inproceedings{milli2018diffusive,author={Milli, Letizia and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca},booktitle={International Workshop on Complex Networks},pages={151--159},year={2018},organization={Springer},}
@article{rossetti2018community,author={Rossetti, Giulio and Cazabet, Remy},journal={ACM computing surveys (CSUR)},volume={51},number={2},pages={1--37},year={2018},publisher={ACM New York, NY, USA},}
@article{guidi2018towards,title={Towards the Dynamic Community Discovery in Decentralized Online Social Networks},author={Guidi, Barbara and Michienzi, Andrea and Rossetti, Giulio},journal={Journal of Grid Computing},pages={1--22},year={2018},publisher={Springer},}
@article{milli2018active,author={Milli, Letizia and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca},volume={3},number={1},pages={1--15},year={2018},publisher={SpringerOpen},}
@article{guidotti2018personalized,title={Personalized market basket prediction with temporal annotated recurring sequences},author={Guidotti, Riccardo and Rossetti, Giulio and Pappalardo, Luca and Giannotti, Fosca and Pedreschi, Dino},journal={IEEE Transactions on Knowledge and Data Engineering},volume={31},number={11},pages={2151--2163},year={2018},publisher={IEEE},}
title = {Dynamic Community Detection},author = {Cazabet, Remy and Rossetti, Giulio and Amblard, Frederic},booktitle = {Encyclopedia of Social Network Analysis and Mining},pages = {1--10},year = {2017},}
title = {Dynamic Community Analysis in Decentralized Online Social Networks},author = {Guidi, Barbara and Michienzi, Andrea and Rossetti, Giulio},booktitle = {International European Conference on Parallel and Distributed Computing (Euro-Par), LSDVE Workshop},year = {2017},}
@article{guidotti2017next,title={Next basket prediction using recurring sequential patterns},author={Guidotti, Riccardo and Rossetti, Giulio and Pappalardo, Luca and Giannotti, Fosca and Pedreschi, Dino},journal={arXiv preprint arXiv:1702.07158},year={2017},}
@inproceedings{rossetti2017ndlibc,title={NDlib: Studying Network Diffusion Dynamics},author={Rossetti, Giulio and Milli, Letizia and Rinzivillo, Salvatore and Sirbu, Alina and Pedreschi, Dino and Giannotti, Fosca},booktitle={IEEE International Conference on Data Science and Advanced Analytics},year={2017},}
@inproceedings{milli2017information,title={Information Diffusion in Complex Networks: The Active/Passive Conundrum},author={Milli, Letizia and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca},booktitle={Complex Networks \& Their Applications},year={2017},}
@inproceedings{pollacci2017fractal,title={The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis},author={Pollacci, Laura and Guidotti, Riccardo and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca},booktitle={EAI International Conference on Smart Objects and Technologies for Social Good},year={2017},}
@inproceedings{guidotti2017market,title={Market Basket Prediction using User-Centric Temporal Annotated Recurring Sequences},author={Guidotti, Riccardo and Rossetti, Giulio and Pappalardo, Luca and Pedreschi, Dino and Giannotti, Fosca},booktitle={IEEE International Conference on Data Mining},year={2017},}
@article{rossetti2017node,title={Node-Centric Community Discovery: from Static to Dynamic Social Network Analysis},author={Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca},journal={Online Social Networks and Media},year={2017},}
@article{rossetti2017forecasting,title={Forecasting success via early adoptions analysis: A data-driven study},author={Rossetti, Giulio and Milli, Letizia and Giannotti, Fosca and Pedreschi, Dino},journal={PloS one},volume={12},number={12},pages={e0189096},year={2017},publisher={Public Library of Science San Francisco, CA USA},}
@article{rossetti2017ndlib,author={Rossetti, Giulio and Milli, Letizia and Rinzivillo, Salvatore and Sirbu, Alina and Pedreschi, Dino and Giannotti, Fosca},journal={International Journal of Data Science and Analytics},year={2017},publisher={Springer International Publishing},}
@incollection{rossetti2016novel,title={A novel approach to evaluate community detection algorithms on ground truth},author={Rossetti, Giulio and Pappalardo, Luca and Rinzivillo, Salvatore},pages={133--144},year={2016},publisher={Springer, Cham},}
@inproceedings{guidotti2016audio,title={Audio Ergo Sum A Personal Data Model For Musical Preferences},author={Guidotti, Riccardo and Rossetti, Giulio and Pedreschi, Dino},booktitle={5th International Symposium “From Data to Models and Back (DataMod)},year={2016},}
@article{rossetti2016tiles,author={Rossetti, Giulio and Pappalardo, Luca and Pedreschi, Dino and Giannotti, Fosca},journal={Machine Learning},pages={1--29},year={2016},}
@inproceedings{rossetti2016football,title={Football Market Strategies: Think Locally, Trade Globally},author={Rossetti, Giulio and Caproni, Vincenzo},booktitle={Data mining for the Analysis of Performance and Success, DAPS workshop, IEEE International Conference on Data Mining series (ICDM)},year={2016},}
@inproceedings{pollacci2016we,title={“Are we playing like Music-Stars?” Placing Emerging Artists on the Italian Music Scene},author={Pollacci, Laura and Guidotti, Riccardo and Rossetti, Giulio},booktitle={9th International Workshop on Machine Learning and Music, ECML-PKDD},year={2016},}
@article{rossetti2016supervised,title={A Supervised Approach for Intra-/Inter-Community Interaction Prediction in Dynamic Social Networks},author={Rossetti, Giulio and Guidotti, Riccardo and Miliou, Ioanna and Pedreschi, Dino and Giannotti, Fosca},journal={Social Network Analysis and Mining},volume={6},number={86},year={2016},publisher={Springer},}
@article{rossetti2016homophilic,author={Rossetti, Giulio and Pappalardo, Luca and Kikas, Riivo and Pedreschi, Dino and Giannotti, Fosca and Dumas, Marlon},journal={Social Network Analysis and Mining Journal},volume={6},number={103},year={2016},publisher={Springer},}
@inproceedings{rossetti2015community,author={Rossetti, Giulio and Pappalardo, Luca and Kikas, Riivo and Pedreschi, Dino and Giannotti, Fosca and Dumas, Marlon},booktitle={International conference on Advances in Social Network Analysis and Mining (ASONAM 2015)},year={2015},}
@inproceedings{rossetti2015interaction,title={Interaction Prediction in Dynamic Networks exploiting Community Discovery},author={Rossetti, Giulio and Guidotti, Riccardo and Pennacchioli, Diego and Pedreschi, Dino and Giannotti, Fosca},booktitle={International conference on Advances in Social Network Analysis and Mining (ASONAM 2015)},year={2015},}
@inproceedings{milli2015quantification,author={Milli, Letizia and Monreale, Anna and Rossetti, Giulio and Pedreschi, Dino and Giannotti, Fosca and Sebastiani, Fabrizio},booktitle={2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA)},pages={1--10},year={2015},organization={IEEE},}
@article{coscia2014uncovering,title={Uncovering Hierarchical and Overlapping Communities with a Local-First Approach},author={Coscia, Michele and Rossetti, Giulio and Giannotti, Fosca and Pedreschi, Dino},journal={ACM Transactions on Knowledge Discovery from Data (TKDD)},volume={9},number={1},year={2014},}
@inproceedings{pennacchioli2014patterns,author={Pennacchioli, Diego and Rossetti, Giulio and Pappalardo, Luca and Pedreschi, Dino and Giannotti, Fosca and Coscia, Michele},booktitle={SEBD},pages={284--291},year={2014},}
@inproceedings{pappalardo2013measuring,author={Pappalardo, Luca and Rossetti, Giulio and Pedreschi, Dino},booktitle={SEBD},pages={223--230},year={2013},}
@inproceedings{magnani2013multidimensional,author={Magnani, Matteo and Monreale, Anna and Rossetti, Giulio and Giannotti, Fosca},booktitle={SEBD},pages={215--222},year={2013},}
@inproceedings{coscia2013you,author={Coscia, Michele and Rossetti, Giulio and Pennacchioli, Diego and Ceccarelli, Damiano and Giannotti, Fosca},booktitle={2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013)},pages={434--441},year={2013},organization={IEEE},}
@inproceedings{pennacchioli2013three,title={The three dimensions of social prominence},author={Pennacchioli, Diego and Rossetti, Giulio and Pappalardo, Luca and Pedreschi, Dino and Giannotti, Fosca and Coscia, Michele},booktitle={International Conference on Social Informatics},pages={319--332},year={2013},organization={Springer, Cham},}
@inproceedings{milli2013quantification,title={Quantification Trees},author={Milli, Letizia and Monreale, Anna and Rossetti, Giulio and Giannotti, Fosca and Pedreschi, Dino and Sebastiani, Fabrizio},booktitle={International Conference on Data Mining (ICDM), 2013 IEEE 13th},pages={528--536},year={2013},}
@inproceedings{coscia2012demon,title={Demon: a local-first discovery method for overlapping communities},author={Coscia, Michele and Rossetti, Giulio and Giannotti, Fosca and Pedreschi, Dino},booktitle={Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining},pages={615--623},year={2012},}
@inproceedings{pappalardo2012well,title={" How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks},author={Pappalardo, Luca and Rossetti, Giulio and Pedreschi, Dino},booktitle={2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining},pages={1040--1045},year={2012},organization={IEEE},}
@inproceedings{nanni2012efficient,title={Efficient distributed computation of human mobility aggregates through user mobility profiles},author={Nanni, Mirco and Trasarti, Roberto and Rossetti, Giulio and Pedreschi, Dino},booktitle={Proceedings of the ACM SIGKDD International Workshop on Urban Computing},pages={87--94},year={2012},}
@inproceedings{rossetti2011scalable,author={Rossetti, Giulio and Berlingerio, Michele and Giannotti, Fosca},booktitle={2011 IEEE 11th international conference on data mining workshops},pages={979--986},year={2011},organization={IEEE},}