Paolo Cintia

According to our database, Paolo Cintia authored at least 27 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Extended Energy-Expenditure Model in Soccer: Evaluating Player Performance in the Context of the Game.

Arian Skoki, Alessio Rossi, Paolo Cintia, Luca Pappalardo, Ivan Stajduhar

Sensors, 2022

2021

(So) Big Data and the transformation of the city.

Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Guido Caldarelli, Paolo Cintia, Stefano Cresci, Angelo Facchini, Fosca Giannotti, Aristides Gionis, Riccardo Guidotti, Michael Mathioudakis, Cristina Ioana Muntean, Luca Pappalardo, Dino Pedreschi, Evangelos Pournaras, Francesca Pratesi, Maurizio Tesconi, Roberto Trasarti

Int. J. Data Sci. Anal., 2021

Coach2vec: autoencoding the playing style of soccer coaches.

Paolo Cintia, Luca Pappalardo

CoRR, 2021

An interactive dashboard for searching and comparing soccer performance scores.

Paolo Cintia, Giovanni Mauro, Luca Pappalardo, Paolo Ferragina

CoRR, 2021

2020

PRIMULE: Privacy risk mitigation for user profiles.

Francesca Pratesi, Lorenzo Gabrielli, Paolo Cintia, Anna Monreale, Fosca Giannotti

Data Knowl. Eng., 2020

Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTM.

Danilo Sorano, Fabio Carrara, Paolo Cintia, Fabrizio Falchi, Luca Pappalardo

CoRR, 2020

The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy.

Paolo Cintia, Daniele Fadda, Fosca Giannotti, Luca Pappalardo, Giulio Rossetti, Dino Pedreschi, Salvo Rinzivillo, Pietro Bonato, Francesco Fabbri, Francesco Penone, Marcello Savarese, Daniele Checchi, Francesca Chiaromonte, Paolo Vineis, Giorgio Guzzetta, Flavia Riccardo, Valentina Marziano, Piero Poletti, Filippo Trentini, Antonino Bella, Xanthi Andrianou, Martina Del Manso, Massimo Fabiani, Stefania Bellino, Stefano Boros, Alberto Mateo Urdiales, Maria Fenicia Vescio, Silvio Brusaferro, Giovanni Rezza, Patrizio Pezzotti, Marco Ajelli, Stefano Merler

CoRR, 2020

Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown.

Pietro Bonato, Paolo Cintia, Francesco Fabbri, Daniele Fadda, Fosca Giannotti, Pier Luigi Lopalco, Sara Mazzilli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Francesco Penone, Salvatore Rinzivillo, Giulio Rossetti, Marcello Savarese, Lara Tavoschi

CoRR, 2020

Automatic Pass Annotation from Soccer Video Streams Based on Object Detection and LSTM.

Danilo Sorano, Fabio Carrara, Paolo Cintia, Fabrizio Falchi, Luca Pappalardo

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

2019

PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach.

Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti

ACM Trans. Intell. Syst. Technol., 2019

Integration of Syrian Refugees: Insights from D4R, Media Events and Housing Market Data.

Simone Bertoli, Paolo Cintia, Fosca Giannotti, Etienne Madinier, Caglar Ozden, Michael Packard, Dino Pedreschi, Hillel Rapoport, Alina Sîrbu, Biagio Speciale

Proceedings of the Guide to Mobile Data Analytics in Refugee Scenarios, 2019

2018

PlayeRank: Multi-dimensional and role-aware rating of soccer player performance.

Luca Pappalardo, Paolo Cintia, Paolo Ferragina, Emanuele Massucco, Dino Pedreschi, Fosca Giannotti

CoRR, 2018

Editorial.

Roberta Sinatra, Renaud Lambiotte, Luca Pappalardo, Paolo Cintia

Adv. Complex Syst., 2018

2017

Discovering and Understanding City Events with Big Data: The Case of Rome.

Barbara Furletti, Roberto Trasarti, Paolo Cintia, Lorenzo Gabrielli

Inf., 2017

Human Perception of Performance.

Luca Pappalardo, Paolo Cintia, Dino Pedreschi, Fosca Giannotti, Albert-László Barabási

CoRR, 2017

Who Is Going to Get Hurt? Predicting Injuries in Professional Soccer.

Alessio Rossi, Luca Pappalardo, Paolo Cintia, Javier Fernández, Marcello Fedon Iaia, Daniel Medina

Proceedings of the 4th Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017

2016

An effective Time-Aware Map Matching process for low sampling GPS data.

Paolo Cintia, Mirco Nanni

CoRR, 2016

The Haka network: Evaluating rugby team performance with dynamic graph analysis.

Paolo Cintia, Michele Coscia, Luca Pappalardo

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015

Knowledge Discovery through Mobility Data Integration.

Paolo Cintia

PhD thesis, 2015

Towards a Boosted Route Planner Using Individual Mobility Models.

Riccardo Guidotti, Paolo Cintia

Proceedings of the Software Engineering and Formal Methods, 2015

Network-based Measures for Predicting the Outcomes of Football Games.

Paolo Cintia, Salvatore Rinzivillo, Luca Pappalardo

Proceedings of the 2nd Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2015 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), 2015

The harsh rule of the goals: Data-driven performance indicators for football teams.

Paolo Cintia, Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Marco Malvaldi

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Mining efficient training patterns of non-professional cyclists.

Paolo Cintia, Luca Pappalardo, Dino Pedreschi

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

2013

Estimating Time-Dependent speed functions using a Gravity Model over Road Network.

Paolo Cintia, Roberto Trasarti, Camila Ferreira Costa, Lívia Almada Cruz, José Antônio Fernandes de Macêdo

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

A Gravity Model for Speed Estimation over Road Network.

Paolo Cintia, Roberto Trasarti, José Antônio Fernandes de Macêdo, Lívia Almada Cruz, Camila Ferreira Costa

Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Inferring human activities from GPS tracks.

Barbara Furletti, Paolo Cintia, Chiara Renso, Laura Spinsanti

Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

"Engine Matters": A First Large Scale Data Driven Study on Cyclists' Performance.

Paolo Cintia, Luca Pappalardo, Dino Pedreschi

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013