Publications

Here you can find the complete list of my publications.

87 entries « 1 of 2 »

Journal Articles

Rossetti, Giulio; Citraro, Salvatore; Milli, Letizia

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

In: IEEE Intelligent Systems, vol. 36, no. 1, pp. 25–34, 2021.

BibTeX

Morini, Virginia; Pollacci, Laura; Rossetti, Giulio

Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study Journal Article

In: Applied Sciences, vol. 11, no. 12, pp. 5390, 2021.

BibTeX

Miliou, Ioanna; Xiong, Xinyue; Rinzivillo, Salvatore; Zhang, Qian; Rossetti, Giulio; Giannotti, Fosca; Pedreschi, Dino; Vespignani, Alessandro

Predicting seasonal influenza using supermarket retail records Journal Article

In: PLOS Computational Biology, vol. 17, no. 7, pp. e1009087, 2021.

BibTeX

Rossetti, Giulio; Milli, Letizia; Citraro, Salvatore; Morini, Virginia

UTLDR: an agent-based framework for modeling infectious diseases and public interventions Journal Article

In: Journal of Intelligent Information Systems, vol. 57, no. 2, pp. 347–368, 2021.

BibTeX

Citraro, Salvatore; Rossetti, Giulio

X-Mark: A benchmark for node-attributed community discovery algorithms Journal Article

In: Social Network Analysis and Mining, vol. 11, no. 1, pp. 1–14, 2021.

BibTeX

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

DynComm: An R Package for Evolving and Dynamic Community Detection in Social Networks Journal Article

In: International Journal of Open Source Software and Processes (IJOSSP), vol. 12, no. 4, pp. 1–25, 2021.

BibTeX

Rossetti, Giulio

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

In: Applied Network Science, vol. 5, no. 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

In: arXiv preprint arXiv:2007.02371, 2020.

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Citraro, Salvatore; Rossetti, Giulio

Identifying and exploiting homogeneous communities in labeled networks Journal Article

In: Applied Network Science, vol. 5, no. 1, pp. 1–20, 2020.

BibTeX

Cazabet, Remy; Boudebza, Sou^aad; Rossetti, Giulio

Evaluating community detection algorithms for progressively evolving graphs Journal Article

In: Journal of Complex Networks, vol. 8, no. 6, pp. cnaa027, 2020.

BibTeX

Rossetti, Giulio; Milli, Letizia; Cazabet, Rémy

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

In: Applied Network Science, 2019.

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

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

In: arXiv preprint arXiv:1905.01498, 2019.

BibTeX

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

Active and Passive Diffusion Processes in Complex Network Journal Article

In: 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

In: 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

In: 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

In: Journal of Grid Computing, 2018.

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Rossetti, Giulio; Cazabet, Remy

Community Discovery in Dynamic Networks: a Survey Journal Article

In: 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

In: 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

In: 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

In: Online Social Networks and Media, 2017.

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Rossetti, Giulio

RDYN: Graph Benchmark handling Community Dynamics Journal Article

In: 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

In: 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

In: 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

In: 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

In: ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 9, no. 1, 2014.

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Book Chapters

Cazabet, Rémy; Rossetti, Giulio

Challenges in Community Discovery on Temporal Networks Book Chapter

In: 2019.

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Cazabet, Remy; Rossetti, Giulio

Challenges in community discovery on temporal networks Book Chapter

In: 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

In: 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

In: 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

Pisciotta, Gabriele; Rossetti, Giulio

A Network Science approach to Instance Matching Inproceedings

In: NERCCS 2021: Fourth Northeast Regional Conference on Complex Systems, pp. 13, 2021.

BibTeX

Kim, Jisu; S^irbu, Alina; Rossetti, Giulio; Giannotti, Fosca

Characterising different communities of Twitter users: Migrants and natives Inproceedings

In: International Conference on Complex Networks and Their Applications, pp. 130–141, Springer 2021.

BibTeX

Pansanella, Valentina; Rossetti, Giulio; Milli, Letizia

From mean-field to complex topologies: network effects on the algorithmic bias model Inproceedings

In: International Conference on Complex Networks and Their Applications, pp. 329–340, Springer 2021.

BibTeX

Morini, Virginia; Pollacci, Laura; Rossetti, Giulio

Capturing Political Polarization of Reddit Submissions in the Trump Era Inproceedings

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

BibTeX

Toccaceli, Cecilia; Milli, Letizia; Rossetti, Giulio

Opinion Dynamic Modeling of Fake News Perception Inproceedings

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

BibTeX

Guidotti, Riccardo; Rossetti, Giulio

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

In: 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

In: Italian Symposium on Advanced Database Systems, 2019.

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Milli, Letizia; Rossetti, Giulio

Community-Aware Content Diffusion: Embeddednes and Permeability Inproceedings

In: 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

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

BibTeX

Citraro, Salvatore; Rossetti, Giulio

Eva: Attribute-Aware Network Segmentation Inproceedings

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

BibTeX

Rossetti, Giulio; Milli, Letizia; Rinzivillo, Salvatore

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

In: 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

In: 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

In: 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

In: 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

In: 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

In: Complex Networks, 2017.

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Guidi, Barbara; Michienzi, Andrea; Rossetti, Giulio

Dynamic Community Analysis in Decentralized Online Social Networks Inproceedings Forthcoming

In: 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

In: 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

In: 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

In: 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

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

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87 entries « 1 of 2 »