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Dino Pedreschi
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2009
F. Giannotti
,
Nanni, M.
,
Pedreschi, D.
,
Renso, C.
,
Rinzivillo, S.
, and
Trasarti, R.
,
“
GeoPKDD – Geographic Privacy-aware Knowledge Discovery
”
, in
The European Future Technologies Conference (FET 2009)
, 2009.
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D. Pedreschi
,
Ruggieri, S.
, and
Turini, F.
,
“
Integrating induction and deduction for finding evidence of discrimination
”
, in
ICAIL
, 2009, pp. 157-166.
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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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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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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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F. Giannotti
,
Nanni, M.
,
Pedreschi, D.
, and
Pinelli, F.
,
“
Trajectory pattern analysis for urban traffic
”
, in
Second International Workshop on Computational Transportation Science
, SEATTLE, USA, 2009, pp. 43-47.
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G. Andrienko
,
Andrienko, N.
,
Rinzivillo, S.
,
Nanni, M.
, and
Pedreschi, D.
,
“
A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data
”
, in
SSTD
, 2009, pp. 432-435.
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G. Andrienko
,
Andrienko, N.
,
Rinzivillo, S.
,
Nanni, M.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Visual Cluster Analysis of Large Collections of Trajectories
”
, in
IEEE Visual Analytics Science and Tecnology (VAST 2009)
, 2009.
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2010
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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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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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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R. Trasarti
,
Rinzivillo, S.
,
Pinelli, F.
,
Nanni, M.
,
Monreale, A.
,
Renso, C.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Exploring Real Mobility Data with M-Atlas
”
, in
ECML/PKDD (3)
, 2010, pp. 624-627.
DOI
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G. Andrienko
,
Andrienko, N.
,
Giannotti, F.
,
Monreale, A.
,
Pedreschi, D.
, and
Rinzivillo, S.
,
“
A Generalisation-based Approach to Anonymising Movement Data
”
,
13th AGILE conference on Geographic Information Science
. 2010.
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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. 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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A. Monreale
,
Trasarti, R.
,
Renso, C.
,
Pedreschi, D.
, and
Bogorny, V.
,
“
Preserving privacy in semantic-rich trajectories of human mobility
”
, in
SPRINGL
, 2010, pp. 47-54.
DOI
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Towards Discovery of Eras in Social Networks
”
, in
M3SN 2010 Workshop, in conjunction with ICDE2010
, 2010.
DOI
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2011
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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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.
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Foundations of Multidimensional Network Analysis
”
, in
ASONAM
, 2011, pp. 485-489.
DOI
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F. Giannotti
,
Lakshmanan, L. V. S.
,
Monreale, A.
,
Pedreschi, D.
, and
Wang, H. Wendy
,
“
Privacy-preserving data mining from outsourced databases.
”
, in
the 3rd International Conference on Computers, Privacy, and Data Protection: An element of choice
, 2011.
DOI
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
The pursuit of hubbiness: Analysis of hubs in large multidimensional networks
”
,
J. Comput. Science
, vol. 2, pp. 223-237, 2011.
DOI
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R. Trasarti
,
Giannotti, F.
,
Nanni, M.
,
Pedreschi, D.
, and
Renso, C.
,
“
A Query Language for Mobility Data Mining
”
,
IJDWM
, vol. 7, pp. 24-45, 2011.
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F. Giannotti
,
Nanni, M.
,
Pedreschi, D.
,
Pinelli, F.
,
Renso, C.
,
Rinzivillo, S.
, and
Trasarti, R.
,
“
Unveiling the complexity of human mobility by querying and mining massive trajectory data
”
,
VLDB J.
, vol. 20, pp. 695-719, 2011.
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