Publications

Here you can find the complete list of my publications.

Journal Articles

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 Forthcoming

International Journal of Data Science and Analytics, Forthcoming.

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Rossetti, Giulio; Cazabet, Remy

Community Discovery in Dynamic Networks: a Survey Journal Article Forthcoming

Computing Surveys, Forthcoming.

BibTeX

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.

Abstract | Links | BibTeX

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

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

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.

BibTeX

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.

BibTeX

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

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

IEEE International Conference on Data Mining, Forthcoming.

BibTeX

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.

Abstract | Links | BibTeX

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.

Abstract | Links | BibTeX

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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Rossetti, Giulio; Pappalardo, Luca; Pedreschi, Dino

Measuring tie strength in multidimensional networks Inproceedings

Italian Symposium on Advanced Database Systems, 2013.

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Coscia, Michele; Rossetti, Giulio; Pennacchioli, Diego; Ceccarelli, Damiano; Giannotti, Fosca

You Know Because I Know: a Multidimensional Network Approach to Human Resources Problem Inproceedings

International conference on Advances in Social Network Analysis and Mining, pp. 434-441 , IEEE ACM, 2013, ISBN: 978-1-4503-2240-9.

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Rossetti, Giulio; Pappalardo, Luca; Pedreschi, Dino

How well do we know each other?: Detecting tie strength in multidimensional social networks Inproceedings

International conference on Advances in Social Network Analysis and Mining, pp. 1040-1045, IEEE, 2012, ISBN: 978-1-4673-2497-7.

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Nanni, Mirco; Trasarti, Roberto; Rossetti, Giulio; Pedreschi, Dino

Efficient distributed computation of human mobility aggregates through User Mobility Profiles Inproceedings

SIGKDD international conference on knowledge discovery and data mining, pp. 87-94, IEEE ACM 2012, ISBN: 978-1-4503-1542-5.

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

DEMON: a Local-First Discovery Method for Overlapping Communities Inproceedings

SIGKDD international conference on knowledge discovery and data mining, pp. 615-623, IEEE ACM, 2012, ISBN: 978-1-4503-1462-6.

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Rossetti, Giulio; Berlingerio, Michele; Giannotti, Fosca

Scalable Link Prediction on Multidimensional Networks Inproceedings

International Conference on Data Mining, pp. 979 - 986, IEEE, 2011, ISBN: 978-1-4673-0005-6.

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Rossetti, Giulio; Berlingerio, Michele; Giannotti, Fosca

Link Prediction su Reti Multidimensionali Inproceedings

Italian Symposium on Advanced Database Systems, 2011.

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Masters Theses

Rossetti, Giulio

Link Prediction on multidimensional networks Masters Thesis

University of Pisa, Italy, 2011.

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PhD Theses

Rossetti, Giulio

Social Network Dynamics PhD Thesis

University of Pisa, Italy, 2015.

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Technical Reports

Rossetti, Giulio; Cazabet, Rémy

Community Discovery in Dynamic Networks: a Survey Technical Report

arXiv preprint, 2017.

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

Next Basket Prediction using Recurring Sequential Patterns Technical Report

arXiv preprint, 2017.

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Coscia, Michele; Rossetti, Giulio; Pennacchioli, Diego; Ceccarelli, Damiano; Giannotti, Fosca

"You Know Because I Know": a Multidimensional Network Approach to Human Resources Problem Technical Report

arXiv preprint, 2013.

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

DEMON: a Local-First Discovery Method for Overlapping Communities Technical Report

arXiv preprint, 2012.

Links | BibTeX