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Dino Pedreschi
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B. Furletti
,
Trasarti, R.
,
Gabrielli, L.
,
Nanni, M.
, and
Pedreschi, D.
,
“
Big data analytics for smart mobility: a case study
”
, in
EDBT/ICDT 2014 Workshops - Mining Urban Data (MUD)
, Athens, Greece, 2014.
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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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R. Guidotti
,
Coscia, M.
,
Pedreschi, D.
, and
Pennacchioli, D.
,
“
Behavioral Entropy and Profitability in Retail
”
, in
IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA'2015)
, Paris, 2015.
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A
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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R. Guidotti
,
Rossetti, G.
, and
Pedreschi, D.
,
“
Audio Ergo Sum
”
, in
Federation of International Conferences on Software Technologies: Applications and Foundations
, 2016.
DOI
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R.Liu
,
Wang, H. Wendy
,
Monreale, A.
,
Pedreschi, D.
,
Giannotti, F.
, and
Guo, W.
,
“
AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems.
”
, in
Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2012
, 2012.
DOI
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
As Time Goes by: Discovering Eras in Evolving Social Networks
”
, in
PAKDD (1)
, 2010, pp. 81-90.
DOI
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D. Pedreschi
and
Miliou, I.
,
“
Artificial Intelligence (AI): new developments and innovations applied to e-commerce
”
, European Parliament's committee on the Internal Market and Consumer Protection, 2020.
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R. G. Pensa
,
Monreale, A.
,
Pinelli, F.
, and
Pedreschi, D.
,
“
Anonymous Sequences from Trajectory Data
”
,
17th Italian Symposium on Advanced Database Systems
. Camogli, Italy, 2009.
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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.
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M. Atzori
,
Bonchi, F.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Anonymity and data mining
”
,
Comput. Syst. Sci. Eng.
, vol. 20, 2005.
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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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M. Natilli
,
Fadda, D.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Licari, F.
,
“
Analysis and Visualization of Performance Indicators in University Admission Tests
”
, in
Formal Methods. FM 2019 International Workshops
, Cham, 2020.
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.
DOI
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P. Mancarella
,
Pedreschi, D.
,
Rondinelli, M.
, and
Tagliatti, M.
,
“
Algebraic Properties of a Class of Logic Programs
”
, in
NACLP
, 1990, pp. 23-39.
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P. Mancarella
and
Pedreschi, D.
,
“
An Algebra of Logic Programs
”
, in
ICLP/SLP
, 1988, pp. 1006-1023.
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R. Guidotti
,
Monreale, A.
, and
Pedreschi, D.
,
“
The AI black box Explanation Problem
”
,
ERCIM NEWS
, pp. 12–13, 2019.
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T. Bellemans
,
Bothe, S.
,
Cho, S.
,
Giannotti, F.
,
Janssens, D.
,
Knapen, L.
,
Körner, C.
,
May, M.
,
Nanni, M.
,
Pedreschi, D.
,
Stange, H.
,
Trasarti, R.
,
Yasar, A. - U. - H.
, and
Wets, G.
,
“
An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants
”
, in
Proceedings of the 3rd International Conference on Ambient Systems, Networks and Technologies {(ANT} 2012), the 9th International Conference on Mobile Web Information Systems (MobiWIS-2012), Niagara Falls, Ontario, Canada, August 27-29, 2012
, 2012.
DOI
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A. Wierzbicki
,
Brandes, U.
,
Schweitzer, F.
, and
Pedreschi, D.
,
“
Advances in Network Science: 12th International Conference and School, NetSci-X 2016, Wroclaw, Poland, January 11-13, 2016, Proceedings
”
. 2016.
DOI
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M. Nanni
,
Trasarti, R.
,
Renso, C.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Advanced knowledge discovery on movement data with the GeoPKDD system
”
, in
EDBT
, 2010, pp. 693-696.
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M. Nanni
,
Trasarti, R.
,
Renso, C.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Advanced knowledge discovery on movement data with the GeoPKDD system
”
, in
EDBT
, 2010, pp. 693-696.
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F. Bonchi
,
Giannotti, F.
,
Mazzanti, A.
, and
Pedreschi, D.
,
“
Adaptive Constraint Pushing in Frequent Pattern Mining
”
, in
PKDD
, 2003, pp. 47-58.
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L. Milli
,
Rossetti, G.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Active and passive diffusion processes in complex networks
”
,
Applied network science
, vol. 3, p. 42, 2018.
DOI
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