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Mirco Nanni
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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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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
A. Lulli
,
Gabrielli, L.
,
Dazzi, P.
,
Dell'Amico, M.
,
Michiardi, P.
,
Nanni, M.
, and
Ricci, L.
,
“
Scalable and flexible clustering solutions for mobile phone-based population indicators
”
,
I. J. Data Science and Analytics
, vol. 4, pp. 285–299, 2017.
DOI
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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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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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M. Nanni
,
Kuijpers, B.
,
Körner, C.
,
May, M.
, and
Pedreschi, D.
,
“
Spatiotemporal Data Mining
”
, in
Mobility, Data Mining and Privacy
, 2008, pp. 267-296.
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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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T
M. Berlingerio
,
Giannotti, F.
,
Nanni, M.
, and
Pinelli, F.
,
“
Temporal analysis of process logs: a case study
”
, in
SEBD
, 2008, pp. 430-437.
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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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R. Guidotti
,
Trasarti, R.
,
Nanni, M.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
There's A Path For Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas
”
, in
4th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2017)
, Tokyo, 2017.
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M. Nanni
and
Pedreschi, D.
,
“
Time-focused clustering of trajectories of moving objects
”
,
J. Intell. Inf. Syst.
, vol. 27, pp. 267-289, 2006.
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R. Guidotti
,
Trasarti, R.
, and
Nanni, M.
,
“
{TOSCA:} two-steps clustering algorithm for personal locations detection
”
, in
Proceedings of the 23rd {SIGSPATIAL} International Conference on Advances in Geographic Information Systems, Bellevue, WA, USA, November 3-6, 2015
, 2015.
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R. Guidotti
,
Trasarti, R.
,
Nanni, M.
, and
Giannotti, F.
,
“
Towards user-centric data management: individual mobility analytics for collective services
”
, in
Proceedings of the 4th {ACM} {SIGSPATIAL} International Workshop on Mobile Geographic Information Systems, MobiGIS 2015, Bellevue, WA, USA, November 3-6, 2015
, 2015.
DOI
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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.
, 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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F. Giannotti
,
Nanni, M.
,
Pinelli, F.
, and
Pedreschi, D.
,
“
Trajectory pattern mining
”
, in
KDD
, 2007, pp. 330-339.
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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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U
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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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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L. Gabrielli
,
Furletti, B.
,
Giannotti, F.
,
Nanni, M.
, and
Rinzivillo, S.
,
“
Use of Mobile Phone Data to Estimate Visitors Mobility Flows
”
, in
Software Engineering and Formal Methods
, vol. 8938, Springer International Publishing, 2015, pp. 214-226.
DOI
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V
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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S. Rinzivillo
,
Pedreschi, D.
,
Nanni, M.
,
Giannotti, F.
,
Andrienko, N.
, and
Andrienko, G.
,
“
Visually driven analysis of movement data by progressive clustering
”
,
Information Visualization
, vol. 7, pp. 225-239, 2008.
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W
F. Bonchi
,
Giannotti, F.
,
Gozzi, C.
,
Manco, G.
,
Nanni, M.
,
Pedreschi, D.
,
Renso, C.
, and
Ruggieri, S.
,
“
Web log data warehousing and mining for intelligent web caching
”
,
Data Knowl. Eng.
, vol. 39, pp. 165-189, 2001.
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