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Dino Pedreschi
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R. Guidotti
,
Monreale, A.
,
Ruggieri, S.
,
Pedreschi, D.
,
Turini, F.
, and
Giannotti, F.
,
“
Local Rule-Based Explanations of Black Box Decision Systems
”
, 2018.
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D. Pedreschi
and
Zaniolo, C.
,
“
Logic in Databases, International Workshop LID'96, San Miniato, Italy, July 1-2, 1996, Proceedings
”
,
Lecture Notes in Computer Science
, vol. 1154. Springer, 1996.
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A. Brogi
,
Mancarella, P.
,
Pedreschi, D.
, and
Turini, F.
,
“
Logic Programming within a Functional Framework
”
, in
PLILP
, 1990, pp. 372-386.
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D. Pedreschi
and
Ruggieri, S.
,
“
On logic programs that always succeed
”
,
Sci. Comput. Program.
, vol. 48, pp. 163-196, 2003.
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D. Pedreschi
and
Ruggieri, S.
,
“
On Logic Programs That Do Not Fail
”
,
Electr. Notes Theor. Comput. Sci.
, vol. 30, 1999.
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F. Giannotti
,
Nanni, M.
, and
Pedreschi, D.
,
“
Logic-Based Knowledge Discovery in Databases
”
, in
EJC
, 2000, pp. 279-283.
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M
J. - F. Boulicaut
,
Esposito, F.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings
”
,
Lecture Notes in Computer Science
, vol. 3201. Springer, 2004.
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R. Guidotti
,
Rossetti, G.
,
Pappalardo, L.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Market Basket Prediction using User-Centric Temporal Annotated Recurring Sequences
”
, in
2017 IEEE International Conference on Data Mining (ICDM)
, 2017.
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D. Pedreschi
,
Giannotti, F.
,
Guidotti, R.
,
Monreale, A.
,
Ruggieri, S.
, and
Turini, F.
,
“
Meaningful explanations of Black Box AI decision systems
”
, in
Proceedings of the AAAI Conference on Artificial Intelligence
, 2019.
DOI
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D. Pedreschi
,
Ruggieri, S.
, and
Turini, F.
,
“
Measuring Discrimination in Socially-Sensitive Decision Records
”
, in
SDM
, 2009, pp. 581-592.
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G. Rossetti
,
Pappalardo, L.
, and
Pedreschi, D.
,
“
Measuring tie strength in multidimensional networks
”
, in
SEDB 2013
, 2013.
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S. Ceri
,
Valle, E. Della
,
Pedreschi, D.
, and
Trasarti, R.
,
“
Mega-modeling for Big Data Analytics
”
, in
Conceptual Modeling - 31st International Conference {ER} 2012, Florence, Italy, October 15-18, 2012. Proceedings
, 2012.
DOI
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A. Brogi
,
Mancarella, P.
,
Pedreschi, D.
, and
Turini, F.
,
“
Meta for Modularising Logic Programming
”
, in
META
, 1992, pp. 105-119.
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P. Cintia
,
Pappalardo, L.
, and
Pedreschi, D.
,
“
Mining efficient training patterns of non-professional cyclists
”
, in
22nd Italian Symposium on Advanced Database Systems, {SEBD} 2014, Sorrento Coast, Italy, June 16-18, 2014.
, 2014.
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F. Giannotti
,
Nanni, M.
,
Pedreschi, D.
,
Renso, C.
, and
Trasarti, R.
,
“
Mining Mobility Behavior from Trajectory Data
”
, in
CSE (4)
, 2009, pp. 948-951.
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F. Giannotti
,
Nanni, M.
,
Pedreschi, D.
, and
Pinelli, F.
,
“
Mining sequences with temporal annotations
”
, in
SAC
, 2006, pp. 593-597.
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P. Bonato
,
Cintia, P.
,
Fabbri, F.
,
Fadda, D.
,
Giannotti, F.
,
Lopalco, P. Luigi
,
Mazzilli, S.
,
Nanni, M.
,
Pappalardo, L.
,
Pedreschi, D.
,
Penone, F.
,
Rinzivillo, S.
,
Rossetti, G.
,
Savarese, M.
, and
Tavoschi, L.
,
“
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown
”
. 2020.
DOI
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F. Giannotti
and
Pedreschi, D.
,
“
Mobility, Data Mining and Privacy: A Vision of Convergence
”
, in
Mobility, Data Mining and Privacy
, 2008, pp. 1-11.
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F. Giannotti
and
Pedreschi, D.
,
Mobility, Data Mining and Privacy - Geographic Knowledge Discovery
. Springer, 2008.
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F. Giannotti
and
Pedreschi, D.
,
Mobility, Data Mining and Privacy - Geographic Knowledge Discovery
. Springer, 2008.
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F. Giannotti
,
Pedreschi, D.
, and
Turini, F.
,
“
Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project
”
, in
PinKDD
, 2008, pp. 25-32.
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F. Giannotti
,
Nanni, M.
,
Pedreschi, D.
,
Pinelli, F.
,
Renso, C.
,
Rinzivillo, S.
, and
Trasarti, R.
,
“
Mobility data mining: discovering movement patterns from trajectory data
”
, in
Computational Transportation Science
, 2010, pp. 7-10.
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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. 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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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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