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R. Trasarti
,
Baglioni, M.
, and
Renso, C.
,
“
DAMSEL: A System for Progressive Querying and Reasoning on Movement Data
”
, in
DEXA Workshops
, 2009, pp. 452-456.
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R. Trasarti
,
Olteanu-Raimond, A. - M.
,
Nanni, M.
,
Couronné, T.
,
Furletti, B.
,
Giannotti, F.
,
Smoreda, Z.
, and
Ziemlicki, C.
,
“
Discovering urban and country dynamics from mobile phone data with spatial correlation patterns
”
,
Telecommunications Policy
, p. -, 2014.
DOI
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G. Tomei
and
Natilli, M.
,
Dinamiche di impoverimento. Meccanismi, traiettorie ed effetti in un contesto locale
. Carocci Editore, 2011.
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S
A. Sirbu
,
Crane, M.
, and
Ruskin, H. J.
,
“
Data Integration for Microarrays: Enhanced Inference for Gene Regulatory Networks
”
,
Microarrays
, vol. 4, pp. 255–269, 2015.
DOI
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R. Portocarre Sarmento
,
Lemos, L.
,
Cordeiro, M.
,
Rossetti, G.
, and
Cardoso, D.
,
“
DynComm R Package–Dynamic Community Detection for Evolving Networks
”
,
arXiv preprint arXiv:1905.01498
, 2019.
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R
S. Ruggieri
,
“
Data Anonymity Meets Non-discrimination
”
, in
Data Mining Workshops (ICDMW), 2013 IEEE 13th International Conference on
, 2013.
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A. Romei
,
Ruggieri, S.
, and
Turini, F.
,
“
Discrimination discovery in scientific project evaluation: A case study
”
,
Expert Systems with Applications
, vol. 40, pp. 6064–6079, 2013.
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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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P
R. Pellungrini
,
Pappalardo, L.
,
Pratesi, F.
, and
Monreale, A.
,
“
A Data Mining Approach to Assess Privacy Risk in Human Mobility Data
”
,
ACM Trans. Intell. Syst. Technol.
, vol. 9, pp. 31:1–31:27, 2017.
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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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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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L. Pappalardo
and
Simini, F.
,
“
Data-driven generation of spatio-temporal routines in human mobility
”
,
Data Mining and Knowledge Discovery
, 2017.
DOI
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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.
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O
R. Ortale
,
Ritacco, E.
,
Pelekis, N.
,
Trasarti, R.
,
Costa, G.
,
Giannotti, F.
,
Manco, G.
,
Renso, C.
, and
Theodoridis, Y.
,
“
The DAEDALUS framework: progressive querying and mining of movement data
”
, in
GIS
, 2008, p. 52.
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R. Ortale
,
Ritacco, E.
,
Pelekisy, N.
,
Trasarti, R.
,
Costa, G.
,
Giannotti, F.
,
Manco, G.
,
Renso, C.
, and
Theodoridis, Y.
,
“
DAEDALUS: A knowledge discovery analysis framework for movement data
”
, in
SEBD
, 2008, pp. 191-198.
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N
M. Nanni
,
Raffaetà, A.
,
Renso, C.
, and
Turini, F.
,
“
Deductive and Inductive Reasoning on Trajectories
”
, in
SEBD
, 2004, pp. 98-105.
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M. Nanni
,
Raffaetà, A.
,
Renso, C.
, and
Turini, F.
,
“
Deductive and Inductive Reasoning on Spatio-Temporal Data
”
, in
INAP/WLP
, 2004, pp. 98-115.
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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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M
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.
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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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K
J. Kim
,
Sirbu, A.
,
Giannotti, F.
, and
Gabrielli, L.
,
“
Digital Footprints of International Migration on Twitter
”
, in
International Symposium on Intelligent Data Analysis
, 2020.
DOI
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J
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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H
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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G
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.
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B. Guidi
,
Michienzi, A.
, and
Rossetti, G.
,
“
Dynamic community analysis in decentralized online social networks
”
, in
European Conference on Parallel Processing
, 2017.
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