Publications

Here you can find the complete list of my publications.

72 entries « 1 of 2 »

Journal Articles

Rossetti, Giulio; Citraro, Salvatore; Milli, Letizia

Conformity: A Path-Aware Homophily Measure for Node-Attributed Networks Journal Article

IEEE Intelligent Systems, 36 (1), pp. 25–34, 2021.

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Rossetti, Giulio

ANGEL: efficient, and effective, node-centric community discovery in static and dynamic networks Journal Article

Applied Network Science, 5 (1), pp. 1–23, 2020.

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Cornacchia, Giuliano; Rossetti, Giulio; Pappalardo, Luca

Modelling Human Mobility considering Spatial, Temporal and Social Dimensions Journal Article

arXiv preprint arXiv:2007.02371, 2020.

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Citraro, Salvatore; Rossetti, Giulio

Identifying and exploiting homogeneous communities in labeled networks Journal Article

Applied Network Science, 5 (1), pp. 1–20, 2020.

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Rossetti, Giulio; Milli, Letizia; Cazabet, Rémy

CDLIB: a python library to extract, compare and evaluate communities from complex networks Journal Article

Applied Network Science, 2019.

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Sarmento, Rui Portocarrero; 'i, Lu; Cordeiro, Mário; Rossetti, Giulio; Cardoso, Douglas

DynComm R Package--Dynamic Community Detection for Evolving Networks Journal Article

arXiv preprint arXiv:1905.01498, 2019.

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Milli, Letizia; Rossetti, Giulio; Pedreschi, Dino; Giannotti, Fosca

Active and Passive Diffusion Processes in Complex Network Journal Article

Applied Network Science, 2018.

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Guidotti, Riccardo; Rossetti, Giulio; Pappalardo, Luca; Giannotti, Fosca; Pedreschi, Dino

Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences Journal Article Forthcoming

Transaction on Knowledge and Data Engineering , Forthcoming.

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Pollacci, Laura; Guidotti, Riccardo; Rossetti, Giulio; Giannotti, Fosca; Pedreschi, Dino

The Italian Music Superdiversity. Geography, Emotion and Language: one resource to find them, one resource to rule them all. Journal Article

Multimedia Tools and Applications, 2018.

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Guidi, Barbara; Michienzi, Andrea; Rossetti, Giulio

Towards the Dynamic Community Discovery in Decentralized Online Social Networks Journal Article

Journal of Grid Computing, 2018.

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Rossetti, Giulio; Cazabet, Remy

Community Discovery in Dynamic Networks: a Survey Journal Article

Computing Surveys, 2018.

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Rossetti, Giulio; Milli, Letizia; Rinzivillo, Salvatore; Sirbu, Alina; Pedreschi, Dino; Giannotti, Fosca

NDlib: a Python Library to Model and Analyze Diffusion Processes Over Complex Networks Journal Article

International Journal of Data Science and Analytics, 2017.

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Rossetti, Giulio; Milli, Letizia; Pedreschi, Dino; Giannotti, Fosca

Forecasting Success via Early Adoptions analysis: A Data-Driven study Journal Article

Plos One, 2017.

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Rossetti, Giulio; Pedreschi, Dino; Giannotti, Fosca

Node-Centric Community Discovery: from Static to Dynamic Social Network Analysis Journal Article

Online Social Networks and Media, 2017.

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Rossetti, Giulio

RDYN: Graph Benchmark handling Community Dynamics Journal Article

Journal of Complex Networks, 2017.

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Rossetti, Giulio; Pappalardo, Luca; Kikas, Riivo; Pedreschi, Dino; Giannotti, Fosca; Dumas, Marlon

Homophilic network decomposition: a community-centric analysis of online social services Journal Article

Social Network Analysis and Mining, 2016.

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Rossetti, Giulio; Guidotti, Riccardo; Miliou, Ioanna; Pedreschi, Dino; Giannotti, Fosca

A Supervised Approach for Intra-/Inter-Community Interaction Prediction in Dynamic Social Networks Journal Article

Social Network Analysis and Mining, 2016.

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Rossetti, Giulio; Pappalardo, Luca; Pedreschi, Dino; Giannotti, Fosca

Tiles: an online algorithm for community discovery in dynamic social networks Journal Article

Machine Learning Journal, 2016.

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Coscia, Michele; Rossetti, Giulio; Giannotti, Fosca; Pedreschi, Dino

Uncovering Hierarchical and Overlapping Communities with a Local-First Approach Journal Article

ACM Transactions on Knowledge Discovery from Data (TKDD), 9 (1), 2014.

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Book Chapters

Cazabet, Rémy; Rossetti, Giulio

Challenges in Community Discovery on Temporal Networks Book Chapter

2019.

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Cazabet, Remy; Rossetti, Giulio

Challenges in community discovery on temporal networks Book Chapter

Temporal Network Theory, pp. 181–197, Springer, 2019.

BibTeX

Amato, G; Candela, L; Castelli, D; Esuli, A; Falchi, F; Gennaro, C; Giannotti, F; Monreale, A; Nanni, M; Pagano, P; Pappalardo, L; Pedreschi, D; Pratesi, F; Rabitti, F; Rinzivillo, S; Rossetti, G; Ruggieri, S; Sebastiani, F; Tesconi, M

How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science Book Chapter

A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years, pp. 287–306, Springer International Publishing, Cham, 2018, ISBN: 978-3-319-61893-7.

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Cazabet, Rémy; Rossetti, Giulio; Amblard, Frédéric

Dynamic Community Detection Book Chapter

Encyclopedia of Social Network Analysis and Mining, pp. 1–10, Springer New York, New York, NY, 2017, ISBN: 978-1-4614-7163-9.

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Inproceedings

Morini, Virginia; Pollacci, Laura; Rossetti, Giulio

Capturing Political Polarization of Reddit Submissions in the Trump Era Inproceedings

on Systems, Italian Symposium Advanced Database (Ed.): 2020.

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Toccaceli, Cecilia; Milli, Letizia; Rossetti, Giulio

Opinion Dynamic Modeling of Fake News Perception Inproceedings

International Conference on Complex Networks and Their Applications, pp. 370–381, Springer 2020.

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Guidotti, Riccardo; Rossetti, Giulio

"Know Thyself" How Personal Music Tastes Shape the Last.Fm Online Social Netwrok Inproceedings Forthcoming

International Symposium “From Data to Models and Back (DataMod)” , Forthcoming.

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Citraro, Salvatore; Rossetti, Giulio

A complex network approach to semantic spaces: How meaning organizes itself Inproceedings

Italian Symposium on Advanced Database Systems, 2019.

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Milli, Letizia; Rossetti, Giulio

Community-Aware Content Diffusion: Embeddednes and Permeability Inproceedings

International Conference on Complex Networks and Their Applications, pp. 362–371, Springer 2019.

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Rossetti, Giulio

Exorcising the Demon: Angel, Efficient Node-Centric Community Discovery Inproceedings

International Conference on Complex Networks and Their Applications, pp. 152–163, Springer 2019.

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Citraro, Salvatore; Rossetti, Giulio

Eva: Attribute-Aware Network Segmentation Inproceedings

International Conference on Complex Networks and Their Applications, pp. 141–151, Springer 2019.

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Rossetti, Giulio; Milli, Letizia; Rinzivillo, Salvatore

NDlib: a python library to model and analyze diffusion processes over complex networks Inproceedings Forthcoming

WWW '18 Companion: The 2018 Web Conference Companion, Forthcoming.

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Letizia, Milli; Giulio, Rossetti; Dino, Pedreschi; Fosca, Giannotti

Diffusive Phenomena in Dynamic Networks: a data-driven study Inproceedings Forthcoming

9th Conference on Complex Networks, CompleNet, Forthcoming.

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Gabrielli, Lorenzo; Fadda, Daniele; Rossetti, Giulio; Nanni, Mirco; Piccini, Leonardo; Giannotti, Fosca; Pedreschi, Dino; Lattarulo, Patrizia

Discovering Mobility Functional Areas: A Mobility Data Analysis Approach Inproceedings Forthcoming

9th Conference on Complex Networks, CompleNet, Forthcoming.

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Guidotti, Riccardo; Rossetti, Giulio; Pappalardo, Luca; Pedreschi, Dino; Giannotti, Fosca

Market Basket Prediction using User-Centric Temporal Annotated Recurring Sequences Inproceedings

IEEE International Conference on Data Mining, 2017.

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Pollacci, Laura; Guidotti, Riccardo; Rossetti, Giulio; Pedreschi, Dino; Giannotti, Fosca

The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis Inproceedings Forthcoming

3rd EAI International Conference on Smart Objects and Technologies for Social Good, Forthcoming.

BibTeX

Milli, Letizia; Rossetti, Giulio; Pedreschi, Dino; Giannotti, Fosca

Information Diffusion in Complex Networks: The Active/Passive Conundrum Inproceedings

Complex Networks, 2017.

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Guidi, Barbara; Michienzi, Andrea; Rossetti, Giulio

Dynamic Community Analysis in Decentralized Online Social Networks Inproceedings Forthcoming

International European Conference on Parallel and Distributed Computing (Euro-Par), LSDVE Workshop, Forthcoming.

BibTeX

Rossetti, Giulio; Milli, Letizia; Rinzivillo, Salvatore; Sirbu, Alina; Pedreschi, Dino; Giannotti, Fosca

NDlib: Studying Network Diffusion Dynamics Inproceedings Forthcoming

IEEE International Conference on Data Science and Advanced Analytics, Forthcoming.

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Rossetti, Giulio; Caproni, Vincenzo

Football Market Strategies: Think Locally, Trade Globally Inproceedings

Data mining for the Analysis of Performance and Success, DAPS workshop, IEEE International Conference on Data Mining series (ICDM), 2016.

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Pollacci, Laura; Guidotti, Riccardo; Rossetti, Giulio

“Are we playing like Music-Stars?” Placing Emerging Artists on the Italian Music Scene Inproceedings

9th International Workshop on Machine Learning and Music, ECML-PKDD, 2016.

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Miliou, Ioanna; Rossetti, Giulio; Rinzivillo, Salvatore; Pedreschi, Dino; Giannotti, Fosca

Flu-Now : Nowcasting Flu based on Product Sales Time Series Inproceedings

Digital Epidemiology and Surveillance (DELVE) Satellite Workshop, Conference on Complex Systems, 2016.

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Guidotti, Riccardo; Rossetti, Giulio; Pedreschi, Dino

Audio Ergo Sum: A Personal Data Model For Musical Preferences Inproceedings

5th International Symposium “From Data to Models and Back (DataMod)” , 2016.

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Rossetti, Giulio; Pappalardo, Luca; Rinzivillo, Salvatore

A novel approach to evaluate community detection algorithms on ground truth Inproceedings

7th Workshop on Complex Networks, Springer-Verlag, 2016.

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Milli, Letizia; Monreale, Anna; Rossetti, Giulio; Pedreschi, Dino; Giannotti, Fosca; Sebastiani, Fabrizio

Quantification in Social Networks Inproceedings

International Conference on Data Science and Advanced Analytics, IEEE, 2015.

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Rossetti, Giulio; Pappalardo, Luca; Kikas, Riivo; Pedreschi, Dino; Giannotti, Fosca; Dumas, Marlon

Community-centric analysis of user engagement in Skype social network Inproceedings

International conference on Advances in Social Network Analysis and Mining , pp. 547-552, IEEE, 2015, ISBN: 978-1-4503-3854-7.

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Rossetti, Giulio; Guidotti, Riccardo; Pennacchioli, Diego; Pedreschi, Dino; Giannotti, Fosca

Interaction Prediction in Dynamic Networks exploiting Community Discovery Inproceedings

International conference on Advances in Social Network Analysis and Mining, pp. 553-558 , IEEE, 2015, ISBN: 978-1-4503-3854-7 .

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Pennacchioli, Diego; Rossetti, Giulio; Pappalardo, Luca; Pedreschi, Dino; Giannotti, Fosca; Coscia, Michele

The patterns of musical influence on the Last.Fm social network Inproceedings

Italian Symposium on Advanced Database Systems, 2014.

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Milli, Letizia; Monreale, Anna; Rossetti, Giulio; Pedreschi, Dino; Giannotti, Fosca; Sebastiani, Fabrizio

Quantification Trees Inproceedings

International Conference on Data Mining, pp. 528-536, IEEE, 2013, ISSN: 1550-4786.

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Pennacchioli, Diego; Rossetti, Giulio; Pappalardo, Luca; Pedreschi, Dino; Giannotti, Fosca; Coscia, Michele

The Three Dimensions of Social Prominence Inproceedings

International Conference on Social Informatics , pp. 319-332, Springer International Publishing, 2013, ISBN: 978-3-319-03259-7.

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Magnani, Matteo; Monreale, Anna; Rossetti, Giulio; Giannotti, Fosca

On multidimensional network measures Inproceedings

Italian Symposium on Advanced Database Systems, 2013.

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72 entries « 1 of 2 »