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Paolo Cintia
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2013
P. Cintia
,
Pappalardo, L.
, and
Pedreschi, D.
,
“
"Engine Matters": {A} First Large Scale Data Driven Study on Cyclists' Performance
”
, in
13th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, TX, USA, December 7-10, 2013
, 2013.
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P. Cintia
,
Trasarti, R.
,
de Macêdo, J. Antônio F.
,
Almada, L.
, and
Fereira, C.
,
“
A Gravity Model for Speed Estimation over Road Network
”
, in
2013 {IEEE} 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013 - Volume 2
, 2013.
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P. Cintia
,
Furletti, B.
, and
Renso, C.
,
“
Inferring human activities from GPS tracks UrbComp
”
, in
Workshop at KDD 2013
, Chicago USA, 2013.
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2014
P. Cintia
,
Pappalardo, L.
, and
Pedreschi, D.
,
“
Mining efficient training patterns of non-professional cyclists
”
, in
22nd Italian Symposium on Advanced Database Systems, {SEBD} 2014, Sorrento Coast, Italy, June 16-18, 2014.
, 2014.
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M. Nanni
,
Trasarti, R.
,
Cintia, P.
,
Furletti, B.
,
Renso, C.
,
Gabrielli, L.
,
Rinzivillo, S.
, and
Giannotti, F.
,
“
Mobility Profiling
”
, in
Data Science and Simulation in Transportation Research
, IGI Global, 2014, pp. 1-29.
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2015
P. Cintia
,
Pappalardo, L.
,
Pedreschi, D.
,
Giannotti, F.
, and
Malvaldi, M.
,
“
The harsh rule of the goals: data-driven performance indicators for football teams
”
,
IEEE International Conference on Data Science and Advanced Analytics
. 2015.
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R. Guidotti
and
Cintia, P.
,
“
Towards a Boosted Route Planner Using Individual Mobility Models
”
, in
Software Engineering and Formal Methods
, Springer Berlin Heidelberg, 2015, pp. 108–123.
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2017
B. Furletti
,
Trasarti, R.
,
Cintia, P.
, and
Gabrielli, L.
,
“
Discovering and Understanding City Events with Big Data: The Case of Rome
”
,
Information
, vol. 8, p. 74, 2017.
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L. Pappalardo
and
Cintia, P.
,
“
Quantifying the relation between performance and success in soccer
”
,
Advances in Complex Systems
, p. 1750014, 2017.
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2018
A. Rossi
,
Pappalardo, L.
,
Cintia, P.
,
F Iaia, M.
,
Fernàndez, J.
, and
Medina, D.
,
“
Effective injury forecasting in soccer with GPS training data and machine learning
”
,
PloS one
, vol. 13, p. e0201264, 2018.
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2019
L. Pappalardo
,
Cintia, P.
,
Ferragina, P.
,
Massucco, E.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
PlayeRank: data-driven performance evaluation and player ranking in soccer via a machine learning approach
”
,
ACM Transactions on Intelligent Systems and Technology (TIST)
, vol. 10, pp. 1–27, 2019.
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L. Pappalardo
,
Cintia, P.
,
Rossi, A.
,
Massucco, E.
,
Ferragina, P.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
A public data set of spatio-temporal match events in soccer competitions
”
,
Scientific data
, vol. 6, pp. 1–15, 2019.
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A. Rossi
,
Perri, E.
,
Pappalardo, L.
,
Cintia, P.
, and
F Iaia, M.
,
“
Relationship between External and Internal Workloads in Elite Soccer Players: Comparison between Rate of Perceived Exertion and Training Load
”
,
Applied Sciences
, vol. 9, p. 5174, 2019.
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2020
P. Bonato
,
Cintia, P.
,
Fabbri, F.
,
Fadda, D.
,
Giannotti, F.
,
Lopalco, P. Luigi
,
Mazzilli, S.
,
Nanni, M.
,
Pappalardo, L.
,
Pedreschi, D.
,
Penone, F.
,
Rinzivillo, S.
,
Rossetti, G.
,
Savarese, M.
, and
Tavoschi, L.
,
“
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown
”
. 2020.
DOI
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F. Pratesi
,
Gabrielli, L.
,
Cintia, P.
,
Monreale, A.
, and
Giannotti, F.
,
“
PRIMULE: Privacy risk mitigation for user profiles
”
, vol. 125, p. 101786, 2020.
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P. Cintia
,
Fadda, D.
,
Giannotti, F.
,
Pappalardo, L.
,
Rossetti, G.
,
Pedreschi, D.
,
Rinzivillo, S.
,
Bonato, P.
,
Fabbri, F.
,
Penone, F.
,
Savarese, M.
,
Checchi, D.
,
Chiaromonte, F.
,
Vineis, P.
,
Guzzetta, G.
,
Riccardo, F.
,
Marziano, V.
,
Poletti, P.
,
Trentini, F.
,
Bella, A.
,
Andrianou, X.
,
Del Manso, M.
,
Fabiani, M.
,
Bellino, S.
,
Boros, S.
,
Urdiales, A. Mateo
,
Vescio, M. Fenicia
,
Brusaferro, S.
,
Rezza, G.
,
Pezzotti, P.
,
Ajelli, M.
, and
Merler, S.
,
“
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy
”
,
arXiv preprint arXiv:2006.03141
, 2020.
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G. Andrienko
,
Andrienko, N.
,
Boldrini, C.
,
Caldarelli, G.
,
Cintia, P.
,
Cresci, S.
,
Facchini, A.
,
Giannotti, F.
,
Gionis, A.
,
Guidotti, R.
, and
others,
“
(So) Big Data and the transformation of the city
”
,
International Journal of Data Science and Analytics
, 2020.
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2021
L. Pappalardo
,
Rossi, A.
,
Natilli, M.
, and
Cintia, P.
,
“
Explaining the difference between men’s and women’s football
”
,
PLOS ONE
, vol. 16, p. e0255407, 2021.
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