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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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M. Nanni
,
Raffaetà, A.
,
Renso, C.
, and
Turini, F.
,
“
\newblock{A Declarative Framework for Reasoning on Spatio-temporal Data}
”
, 2004.
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R. Trasarti
,
Bonchi, F.
, and
Goethals, B.
,
“
A new technique for sequential pattern mining under regular expressions
”
, in
SEBD
, 2009, pp. 325-332.
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M. Fontana
,
Naretto, F.
, and
Monreale, A.
,
“
A new approach for cross-silo federated learning and its privacy risks
”
, in
18th International Conference on Privacy, Security and Trust, PST 2021, Auckland, New Zealand, December 13-15, 2021
, 2021.
DOI
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M. Fontana
,
Naretto, F.
, and
Monreale, A.
,
“
A new approach for cross-silo federated learning and its privacy risks
”
, in
2021 18th International Conference on Privacy, Security and Trust (PST)
, 2021.
DOI
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R. Guidotti
,
Nanni, M.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Never drive alone: Boosting carpooling with network analysis
”
,
Information Systems
, vol. 64, pp. 237–257, 2017.
DOI
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P. Mancarella
,
Pedreschi, D.
, and
Ruggieri, S.
,
“
Negation as Failure through Abduction: Reasoning about Termination
”
, in
Computational Logic: Logic Programming and Beyond
, 2002, pp. 240-272.
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G. Rossetti
,
Milli, L.
,
Rinzivillo, S.
,
Sirbu, A.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
NDlib: Studying Network Diffusion Dynamics
”
, in
IEEE International Conference on Data Science and Advanced Analytics, DSA
, Tokyo, 2017.
DOI
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G. Rossetti
,
Milli, L.
,
Rinzivillo, S.
,
Sirbu, A.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
NDlib: a python library to model and analyze diffusion processes over complex networks
”
,
International Journal of Data Science and Analytics
, pp. 1–19, 2017.
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G. Rossetti
,
Milli, L.
,
Rinzivillo, S.
,
Sirbu, A.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
NDlib: a python library to model and analyze diffusion processes over complex networks
”
,
International Journal of Data Science and Analytics
, vol. 5, pp. 61–79, 2018.
DOI
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M
R. Trasarti
,
Guidotti, R.
,
Monreale, A.
, and
Giannotti, F.
,
“
MyWay: Location prediction via mobility profiling
”
,
Information Systems
, vol. 64, pp. 350–367, 2017.
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A. Romei
and
Ruggieri, S.
,
“
A multidisciplinary survey on discrimination analysis
”
,
The Knowledge Engineering Review
, vol. 29, pp. 582–638, 2014.
DOI
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Multidimensional networks: foundations of structural analysis
”
,
World Wide Web
, vol. Volume 15 / 2012, 2012.
DOI
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M. Magnani
,
Monreale, A.
,
Rossetti, G.
, and
Giannotti, F.
,
“
On multidimensional network measures
”
, in
SEDB 2013
, 2013.
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M. Nanni
,
Trasarti, R.
,
Furletti, B.
,
Gabrielli, L.
,
Van Der Mede, P.
,
De Bruijn, J.
,
de Romph, E.
, and
Bruil, G.
,
“
MP4-A Project: Mobility Planning For Africa
”
, in
In D4D Challenge @ 3rd Conf. on the Analysis of Mobile Phone datasets (NetMob 2013)
, Cambridge, USA, 2013.
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A. Monreale
,
Andrienko, G.
,
Andrienko, N.
,
Giannotti, F.
,
Pedreschi, D.
,
Rinzivillo, S.
, and
Wrobel, S.
,
“
Movement Data Anonymity through Generalization
”
,
Transactions on Data Privacy
, vol. 3, pp. 91–121, 2010.
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G. Andrienko
,
Andrienko, N.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Movement data anonymity through generalization
”
, in
Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS
, 2009.
DOI
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M. Nanni
,
Trasarti, R.
, and
Giannotti, F.
,
“
Movement Behaviour Recognition for Water Activities
”
, in
Personal Analytics and Privacy. An Individual and Collective Perspective - First International Workshop, {PAP} 2017, Held in Conjunction with {ECML} {PKDD} 2017, Skopje, Macedonia, September 18, 2017, Revised Selected Papers
, 2017.
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M. Fontana
,
Naretto, F.
,
Monreale, A.
, and
Giannotti, F.
,
“
Monitoring Fairness in HOLDA
”
, in
HHAI 2022: Augmenting Human Intellect - Proceedings of the First International Conference on Hybrid Human-Artificial Intelligence, Amsterdam, The Netherlands, 13-17 June 2022
, 2022.
DOI
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A. Brogi
,
Mancarella, P.
,
Pedreschi, D.
, and
Turini, F.
,
“
Modular Logic Programming
”
,
ACM Trans. Program. Lang. Syst.
, vol. 16, pp. 1361-1398, 1994.
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G. Cornacchia
,
Rossetti, G.
, and
Pappalardo, L.
,
“
Modelling Human Mobility considering Spatial, Temporal and Social Dimensions
”
,
arXiv preprint arXiv:2007.02371
, 2020.
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R. Pellungrini
,
Pappalardo, L.
,
Simini, F.
, and
Monreale, A.
,
“
Modeling Adversarial Behavior Against Mobility Data Privacy
”
,
IEEE Transactions on Intelligent Transportation SystemsIEEE Transactions on Intelligent Transportation Systems
, pp. 1 - 14, 2020.
DOI
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A. Pugnana
and
Ruggieri, S.
,
“
A Model-Agnostic Heuristics for Selective Classification
”
, in
Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, 2023, Washington, DC, USA, February 7-14, 2023
, 2023.
DOI
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R. Wagner
,
de Macêdo, J. A. F.
,
Raffaetà, A.
,
Renso, C.
,
Roncato, A.
, and
Trasarti, R.
,
“
Mob-Warehouse: A semantic approach for mobility analysis with a Trajectory Data Ware- house
”
, in
SecoGIS 2013 - International Workshop on Semantic Aspects of GIS, Joint to ER conference 2013
, Hong Kong, 2013.
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R. Guidotti
,
“
Mobility Ranking - Human Mobility Analysis Using Ranking Measures
”
, 2013.
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