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Dino Pedreschi
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Journal Article
F. Bonchi
,
Giannotti, F.
,
Mazzanti, A.
, and
Pedreschi, D.
,
“
Efficient breadth-first mining of frequent pattern with monotone constraints
”
,
Knowl. Inf. Syst.
, vol. 8, pp. 131-153, 2005.
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M. Nanni
,
Trasarti, R.
,
Monreale, A.
,
Grossi, V.
, and
Pedreschi, D.
,
“
Driving Profiles Computation and Monitoring for Car Insurance CRM
”
,
Journal ACM Transactions on Intelligent Systems and Technology (TIST)
, vol. 8, pp. 14:1–14:26, 2016.
DOI
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S. Hajian
,
Domingo-Ferrer, J.
,
Monreale, A.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Discrimination- and privacy-aware patterns
”
,
Data Min. Knowl. Discov.
, vol. 29, pp. 1733–1782, 2015.
DOI
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S. Rinzivillo
,
Mainardi, S.
,
Pezzoni, F.
,
Coscia, M.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Discovering the Geographical Borders of Human Mobility
”
,
KI - Künstliche Intelligenz
, 2012.
DOI
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R. Guidotti
,
Gabrielli, L.
,
Monreale, A.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Discovering temporal regularities in retail customers’ shopping behavior
”
,
EPJ Data Science
, vol. 7, p. 6, 2018.
DOI
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F. Giannotti
and
Pedreschi, D.
,
“
Datalog with Non-Deterministic Choice Computers NDB-PTIME
”
,
J. Log. Program.
, vol. 35, pp. 79-101, 1998.
Google Scholar
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D. Janssens
,
Giannotti, F.
,
Nanni, M.
,
Pedreschi, D.
, and
Rinzivillo, S.
,
“
Data Science for Simulating the Era of Electric Vehicles
”
,
KI - Künstliche Intelligenz
, 2012.
DOI
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A. Monreale
,
Trasarti, R.
,
Pedreschi, D.
,
Renso, C.
, and
Bogorny, V.
,
“
C-safety: a framework for the anonymization of semantic trajectories
”
,
Transactions on Data Privacy
, vol. 4, pp. 73-101, 2011.
Google Scholar
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P. Mancarella
,
Martini, S.
, and
Pedreschi, D.
,
“
Complete Logic Programs with Domain-Closure Axiom
”
,
J. Log. Program.
, vol. 5, pp. 263-276, 1988.
Google Scholar
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K. R. Apt
,
Gabbrielli, M.
, and
Pedreschi, D.
,
“
A Closer Look at Declarative Interpretations
”
,
J. Log. Program.
, vol. 28, pp. 147-180, 1996.
Google Scholar
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M. Coscia
,
Giannotti, F.
, and
Pedreschi, D.
,
“
A classification for community discovery methods in complex networks
”
,
Statistical Analysis and Data Mining
, vol. 4, pp. 512-546, 2011.
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RIS
D. Pedreschi
,
Ruggieri, S.
, and
Smaus, J. - G.
,
“
Classes of Terminating Logic Programs
”
,
CoRR
, vol. cs.LO/0106, 2001.
Google Scholar
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D. Pedreschi
,
Ruggieri, S.
, and
Smaus, J. - G.
,
“
Classes of terminating logic programs
”
,
TPLP
, vol. 2, pp. 369-418, 2002.
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B. Qureshi
,
Kamiran, F.
,
Karim, A.
,
Ruggieri, S.
, and
Pedreschi, D.
,
“
Causal inference for social discrimination reasoning
”
, vol. 54, pp. 425 - 437, 2020.
DOI
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B. Qureshi
,
Kamiran, F.
,
Karim, A.
,
Ruggieri, S.
, and
Pedreschi, D.
,
“
Causal inference for social discrimination reasoning
”
,
Journal of Intelligent Information Systems
, pp. 1–13, 2019.
DOI
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D. Pedreschi
and
Ruggieri, S.
,
“
Bounded Nondeterminism of Logic Programs
”
,
Ann. Math. Artif. Intell.
, vol. 42, pp. 313-343, 2004.
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S. Bergamaschi
,
Carlini, E.
,
Ceci, M.
,
Furletti, B.
,
Giannotti, F.
,
Malerba, D.
,
Mezzanzanica, M.
,
Monreale, A.
,
Pasi, G.
,
Pedreschi, D.
,
Perego, R.
, and
Ruggieri, S.
,
“
Big Data Research in Italy: A Perspective
”
,
Engineering
, vol. 2, p. 163, 2016.
DOI
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F. Bodria
,
Giannotti, F.
,
Guidotti, R.
,
Naretto, F.
,
Pedreschi, D.
, and
Rinzivillo, S.
,
“
Benchmarking and Survey of Explanation Methods for Black Box Models
”
,
CoRR
, vol. abs/2102.13076, 2021.
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B. Dong
,
Wang, H.
,
Monreale, A.
,
Pedreschi, D.
,
Giannotti, F.
, and
Guo, W.
,
“
Authenticated Outlier Mining for Outsourced Databases
”
,
IEEE Transactions on Dependable and Secure Computing
, vol. 17, pp. 222 - 235, 2020.
DOI
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B. Dong
,
Wang, H. Wendy
,
Monreale, A.
,
Pedreschi, D.
,
Giannotti, F.
, and
Guo, W.
,
“
Authenticated Outlier Mining for Outsourced Databases
”
,
IEEE Transactions on Dependable and Secure Computing
, 2017.
DOI
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A. Monreale
,
Pedreschi, D.
,
Pensa, R. G.
, and
Pinelli, F.
,
“
Anonymity preserving sequential pattern mining
”
,
Artif. Intell. Law
, vol. 22, pp. 141–173, 2014.
DOI
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M. Atzori
,
Bonchi, F.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Anonymity preserving pattern discovery
”
,
VLDB J.
, vol. 17, pp. 703-727, 2008.
Google Scholar
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M. Atzori
,
Bonchi, F.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Anonymity and data mining
”
,
Comput. Syst. Sci. Eng.
, vol. 20, 2005.
Google Scholar
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L. Pappalardo
,
Vanhoof, M.
,
Gabrielli, L.
,
Smoreda, Z.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
An analytical framework to nowcast well-being using mobile phone data
”
,
International Journal of Data Science and Analytics
, vol. 2, pp. 75–92, 2016.
DOI
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A. Sirbu
,
Pedreschi, D.
,
Giannotti, F.
, and
Kertész, J.
,
“
Algorithmic bias amplifies opinion fragmentation and polarization: A bounded confidence model
”
,
PloS one
, vol. 14, p. e0213246, 2019.
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