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Fosca Giannotti
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F. Bonchi
and
Giannotti, F.
,
“
Pushing Constraints to Detect Local Patterns
”
, in
Local Pattern Detection
, 2004, pp. 1-19.
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
The pursuit of hubbiness: Analysis of hubs in large multidimensional networks
”
,
J. Comput. Science
, vol. 2, pp. 223-237, 2011.
DOI
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S. Rinzivillo
,
Gabrielli, L.
,
Nanni, M.
,
Pappalardo, L.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
The purpose of motion: Learning activities from Individual Mobility Networks
”
, in
International Conference on Data Science and Advanced Analytics, {DSAA} 2014, Shanghai, China, October 30 - November 1, 2014
, 2014.
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A. Sirbu
,
Giannotti, F.
,
Pedreschi, D.
, and
Kertész, J.
,
“
Public opinion and Algorithmic bias
”
,
ERCIM News
, 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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F. Pratesi
,
Monreale, A.
,
Trasarti, R.
,
Giannotti, F.
,
Pedreschi, D.
, and
Yanagihara, T.
,
“
PRUDEnce: a system for assessing privacy risk vs utility in data sharing ecosystems
”
,
Transactions on Data Privacy
, vol. 11, 2018.
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F. Giannotti
,
Greco, S.
,
Saccà, D.
, and
Zaniolo, C.
,
“
Programming with Non-Determinism in Deductive Databases
”
,
Ann. Math. Artif. Intell.
, vol. 19, pp. 97-125, 1997.
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M. Coscia
,
Pennacchioli, D.
, and
Giannotti, F.
,
“
Product assortment and customer mobility
”
,
EPJ Data Science
, vol. 4, pp. 1–18, 2015.
DOI
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F. Giannotti
,
Lakshmanan, L. V. S.
,
Monreale, A.
,
Pedreschi, D.
, and
Wang, H. Wendy
,
“
Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases
”
,
IEEE Systems Journal
, 2013.
DOI
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F. Giannotti
,
Lakshmanan, L. V. S.
,
Monreale, A.
,
Pedreschi, D.
, and
Wang, H. Wendy
,
“
Privacy-preserving data mining from outsourced databases.
”
, in
the 3rd International Conference on Computers, Privacy, and Data Protection: An element of choice
, 2011.
DOI
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A. Monreale
,
Rinzivillo, S.
,
Pratesi, F.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Privacy-by-Design in Big Data Analytics and Social Mining
”
,
EPJ Data Science
, vol. 10, 2014.
DOI
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M. Atzori
,
Bonchi, F.
,
Giannotti, F.
,
Pedreschi, D.
, and
Abul, O.
,
“
Privacy-Aware Knowledge Discovery from Location Data
”
, in
MDM
, 2007, pp. 283-287.
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A. Basu
,
Monreale, A.
,
Corena, J. C.
,
Giannotti, F.
,
Pedreschi, D.
,
Kiyomoto, S.
,
Miyake, Y.
,
Yanagihara, T.
, and
Trasarti, R.
,
“
A Privacy Risk Model for Trajectory Data
”
, in
Trust Management {VIII} - 8th {IFIP} {WG} 11.11 International Conference, {IFIPTM} 2014, Singapore, July 7-10, 2014. Proceedings
, 2014, pp. 125–140.
DOI
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F. Pratesi
,
Monreale, A.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Privacy Preserving Multidimensional Profiling
”
, in
International Conference on Smart Objects and Technologies for Social Good
, 2017.
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.
DOI
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F. Bonchi
,
Giannotti, F.
,
Mazzanti, A.
, and
Pedreschi, D.
,
“
Pre-processing for Constrained Pattern Mining
”
, in
SEBD
, 2003, pp. 519-530.
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F. Naretto
,
Pellungrini, R.
,
Nardini, F. Maria
, and
Giannotti, F.
,
“
Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks
”
, in
ECML PKDD 2020 Workshops
, Cham, 2020.
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.
DOI
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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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D. Pennacchioli
,
Rossetti, G.
,
Pappalardo, L.
,
Pedreschi, D.
,
Giannotti, F.
, and
Coscia, M.
,
“
The patterns of musical influence on the Last.Fm social network
”
, in
22nd Italian Symposium on Advanced Database Systems, {SEBD} 2014, Sorrento Coast, Italy, June 16-18, 2014.
, 2014.
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O
M. Coscia
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Optimal Spatial Resolution for the Analysis of Human Mobility
”
,
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
. Instanbul, Turkey, 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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N
F. Giannotti
,
Manco, G.
,
Nanni, M.
, and
Pedreschi, D.
,
“
Nondeterministic, Nonmonotonic Logic Databases
”
,
IEEE Trans. Knowl. Data Eng.
, vol. 13, pp. 813-823, 2001.
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F. Giannotti
,
Pedreschi, D.
,
Saccà, D.
, and
Zaniolo, C.
,
“
Non-Determinism in Deductive Databases
”
, in
DOOD
, 1991, pp. 129-146.
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G. Rossetti
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Node-centric Community Discovery: From static to dynamic social network analysis
”
,
Online Social Networks and Media
, vol. 3, pp. 32–48, 2017.
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