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Dino Pedreschi
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F. Bonchi
,
Giannotti, F.
,
Manco, G.
,
Renso, C.
,
Nanni, M.
,
Pedreschi, D.
, and
Ruggieri, S.
,
“
Data Mining for Intelligent Web Caching
”
, in
ITCC
, 2001, pp. 599-603.
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F. Beltram
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Data Science a Game-changer for Science and Innovation
”
. G7 Academy, 2017.
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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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F. Giannotti
,
Manco, G.
,
Nanni, M.
, and
Pedreschi, D.
,
“
Datalog++: a Basis for Active Object.Oriented Databases
”
, in
SEBD
, 1997, pp. 325-340.
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F. Giannotti
,
Manco, G.
,
Nanni, M.
, and
Pedreschi, D.
,
“
Datalog++: A Basis for Active Object-Oriented Databases
”
, in
DOOD
, 1997, pp. 283-301.
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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.
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L. Corciulo
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Datalog with Non-Deterministic Choice Computes NDB-PTIME
”
, in
DOOD
, 1993, pp. 49-66.
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M. E. Carboni
,
Giannotti, F.
,
Foddai, V.
, and
Pedreschi, D.
,
“
Declarative Reconstruction of Updates in Logic Databases: A Compilative Approach
”
, in
SEBD
, 1995, pp. 3-13.
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M. E. Carboni
,
Foddai, V.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Declarative Reconstruction of Updates in Logic Databases: a Compilative Approach
”
, in
GULP-PRODE
, 1995, pp. 169-182.
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F. Giannotti
and
Pedreschi, D.
,
“
Declarative Semantics for Pruning Operators in Logic Programming
”
, in
LPNMR
, 1990, pp. 27-37.
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P. Mascellani
and
Pedreschi, D.
,
“
The Declarative Side of Magic
”
, in
Computational Logic: Logic Programming and Beyond
, 2002, pp. 83-108.
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F. Giannotti
,
Manco, G.
, and
Pedreschi, D.
,
“
A Deductive Data Model for Representing and Querying Semistructured Data
”
, in
APPIA-GULP-PRODE
, 1997, pp. 129-140.
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M. Coscia
,
Rossetti, G.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
DEMON: a Local-First Discovery Method for Overlapping Communities
”
, in
KDD 2012
, 2012.
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M. Coscia
,
Rossetti, G.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
DEMON: a local-first discovery method for overlapping communities
”
, in
The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012
, 2012.
DOI
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L. Milli
,
Rossetti, G.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Diffusive Phenomena in Dynamic Networks: a data-driven study
”
, in
International Conference on Complex Networks CompleNet
, Boston March 5-8 2018, 2018.
DOI
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Discovering Eras in Evolving Social Networks (Extended Abstract)
”
, in
SEBD
, 2010, pp. 78-85.
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L. Gabrielli
,
Fadda, D.
,
Rossetti, G.
,
Nanni, M.
,
Piccinini, L.
,
Pedreschi, D.
,
Giannotti, F.
, and
Lattarulo, P.
,
“
Discovering Mobility Functional Areas: A Mobility Data Analysis Approach
”
, in
International Workshop on Complex Networks
, 2018.
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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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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V. Bacarella
,
Giannotti, F.
,
Nanni, M.
, and
Pedreschi, D.
,
“
Discovery of ads web hosts through traffic data analysis
”
, in
DMKD
, 2004, pp. 76-81.
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D. Pedreschi
,
Ruggieri, S.
, and
Turini, F.
,
“
The discovery of discrimination
”
, in
Discrimination and privacy in the information society
, Springer, 2013, pp. 91–108.
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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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D. Pedreschi
,
Ruggieri, S.
, and
Turini, F.
,
“
Discrimination-aware data mining
”
, in
KDD
, 2008, pp. 560-568.
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C. Panigutti
,
Perotti, A.
, and
Pedreschi, D.
,
“
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations
”
, in
Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency
, 2020.
DOI
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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.
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