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Luca Pappalardo
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Journal Article
G. Rossetti
,
Pappalardo, L.
,
Kikas, R.
,
Pedreschi, D.
,
Giannotti, F.
, and
Dumas, M.
,
“
Homophilic network decomposition: a community-centric analysis of online social services
”
,
Social Network Analysis and Mining
, vol. 6, p. 103, 2016.
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R. Guidotti
,
Rossetti, G.
,
Pappalardo, L.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Next Basket Prediction using Recurring Sequential Patterns
”
,
arXiv preprint arXiv:1702.07158
, 2017.
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R. Guidotti
,
Rossetti, G.
,
Pappalardo, L.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences
”
,
IEEE Transactions on Knowledge and Data Engineering
, 2018.
DOI
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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.
DOI
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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.
DOI
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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.
DOI
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L. Pappalardo
,
Simini, F.
,
Rinzivillo, S.
,
Pedreschi, D.
,
Giannotti, F.
, and
Barabasi, A. - L.
,
“
Returners and explorers dichotomy in human mobility
”
,
Nat Commun
, vol. 6, 2015.
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S. Marchetti
,
Giusti, C.
,
Pratesi, M.
,
Salvati, N.
,
Giannotti, F.
,
Pedreschi, D.
,
Rinzivillo, S.
,
Pappalardo, L.
, and
Gabrielli, L.
,
“
Small Area Model-Based Estimators Using Big Data Sources
”
,
Journal of Official Statistics
, vol. 31, pp. 263–281, 2015.
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G. Rossetti
,
Pappalardo, L.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Tiles: an online algorithm for community discovery in dynamic social networks
”
,
Machine Learning
, vol. 106, pp. 1213–1241, 2017.
DOI
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L. Pappalardo
,
Rinzivillo, S.
,
Qu, Z.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
{Understanding the patterns of car travel}
”
,
The European Physical Journal Special Topics
, vol. 215, pp. 61–73, 2013.
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Miscellaneous
R. Pellungrini
,
Pappalardo, L.
,
Pratesi, F.
, and
Monreale, A.
,
“
Fast Estimation of Privacy Risk in Human Mobility Data
”
. 2017.
DOI
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Report
B. Furletti
,
Trasarti, R.
,
Gabrielli, L.
,
Rinzivillo, S.
,
Pappalardo, L.
, and
Giannotti, F.
,
“
Analisi di Mobilita' con dati eterogenei
”
, ISTI - CNR, Pisa, 2012.
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D. Pedreschi
,
Giannotti, F.
,
Guidotti, R.
,
Monreale, A.
,
Pappalardo, L.
,
Ruggieri, S.
, and
Turini, F.
,
“
Open the Black Box Data-Driven Explanation of Black Box Decision Systems
”
, 2018.
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