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Mirco Nanni
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2014
S. Rinzivillo
,
Gabrielli, L.
,
Nanni, M.
,
Pappalardo, L.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
The purpose of motion: Learning activities from Individual Mobility Networks
”
, in
International Conference on Data Science and Advanced Analytics, {DSAA} 2014, Shanghai, China, October 30 - November 1, 2014
, 2014.
DOI
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B. Furletti
,
Gabrielli, L.
,
Giannotti, F.
,
Milli, L.
,
Nanni, M.
, and
Pedreschi, D.
,
“
Use of mobile phone data to estimate mobility flows. Measuring urban population and inter-city mobility using big data in an integrated approach
”
, in
47th SIS Scientific Meeting of the Italian Statistica Society
, Cagliari , 2014.
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L. Gabrielli
,
Furletti, B.
,
Giannotti, F.
,
Nanni, M.
, and
Rinzivillo, S.
,
“
Use of mobile phone data to estimate visitors mobility flows
”
, in
Proceedings of MoKMaSD
, 2014.
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2013
M. Nanni
,
Trasarti, R.
,
Furletti, B.
,
Gabrielli, L.
,
Van Der Mede, P.
,
De Bruijn, J.
,
de Romph, E.
, and
Bruil, G.
,
“
MP4-A Project: Mobility Planning For Africa
”
, in
In D4D Challenge @ 3rd Conf. on the Analysis of Mobile Phone datasets (NetMob 2013)
, Cambridge, USA, 2013.
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M. Nanni
,
Raffaetà, A.
,
Renso, C.
, and
Turini, F.
,
“
Spatio-Temporal Data
”
,
Spatio-Temporal Databases: Flexible Querying and Reasoning
, p. 75, 2013.
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R. Ong
,
Nanni, M.
,
Renso, C.
,
Wachowicz, M.
, and
Pedreschi, D.
,
“
A Study on Parameter Estimation for a Mining Flock Algorithm
”
, in
Mining Complex Patterns Workshop, ECML PKDD 2013
, 2013.
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M. Nanni
,
Trasarti, R.
,
Furletti, B.
,
Gabrielli, L.
,
Van Der Mede, P.
,
De Bruijn, J.
,
de Romph, E.
, and
Bruil, G.
,
“
Transportation Planning Based on {GSM} Traces: {A} Case Study on Ivory Coast
”
, in
Citizen in Sensor Networks - Second International Workshop, CitiSens 2013, Barcelona, Spain, September 19, 2013, Revised Selected Papers
, 2013.
DOI
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2012
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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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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R. Trasarti
,
Pinelli, F.
,
Nanni, M.
, and
Giannotti, F.
,
“
Individual Mobility Profiles: Methods and Application on Vehicle Sharing
”
, in
Twentieth Italian Symposium on Advanced Database Systems, {SEBD} 2012, Venice, Italy, June 24-27, 2012, Proceedings
, 2012.
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2011
R. Trasarti
,
Pinelli, F.
,
Nanni, M.
, and
Giannotti, F.
,
“
Mining mobility user profiles for car pooling
”
, in
KDD
, 2011, pp. 1190-1198.
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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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R. Ong
,
Pinelli, F.
,
Trasarti, R.
,
Nanni, M.
,
Renso, C.
,
Rinzivillo, S.
, and
Giannotti, F.
,
“
Traffic Jams Detection Using Flock Mining
”
, in
ECML/PKDD (3)
, 2011, pp. 650-653.
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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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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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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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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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M. Nanni
and
Trasarti, R.
,
“
Querying and mining trajectories with gaps: a multi-path reconstruction approach (Extended Abstract)
”
, in
SEBD
, 2010, pp. 126-133.
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S. Kisilevich
,
Mansmann, F.
,
Nanni, M.
, and
Rinzivillo, S.
,
“
Spatio-temporal clustering
”
, in
Data Mining and Knowledge Discovery Handbook
, 2010, pp. 855-874.
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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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M. Nanni
and
Trasarti, R.
,
“
K-BestMatch Reconstruction and Comparison of Trajectory Data
”
, in
ICDM Workshops
, 2009, pp. 610-615.
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M. Nanni
and
Trasarti, R.
,
“
K-BestMatch Reconstruction and Comparison of Trajectory Data
”
, in
ICDM Workshops
, 2009, pp. 610-615.
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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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M. Berlingerio
,
Pinelli, F.
,
Nanni, M.
, and
Giannotti, F.
,
“
Temporal mining for interactive workflow data analysis
”
, in
KDD
, 2009, pp. 109-118.
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