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Lorenzo Gabrielli
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S. Rinzivillo
,
de Siqueira, F. L.
,
Gabrielli, L.
,
Renso, C.
, and
Bogorny, V.
,
“
Where Have You Been Today? Annotating Trajectories with DayTag
”
, in
International Conference on Spatial and Spatio-temporal Databases (SSTD)
, 2013, pp. 467-471.
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U
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.
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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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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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F. Giannotti
,
Gabrielli, L.
,
Pedreschi, D.
, and
Rinzivillo, S.
,
“
Understanding human mobility with big data
”
, in
Solving Large Scale Learning Tasks. Challenges and Algorithms
, Springer International Publishing, 2016, pp. 208–220.
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T
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.
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S
S. Marchetti
,
Giusti, C.
,
Pratesi, M.
,
Salvati, N.
,
Giannotti, F.
,
Pedreschi, D.
,
Rinzivillo, S.
,
Pappalardo, L.
, and
Gabrielli, L.
,
“
Small Area Model-Based Estimators Using Big Data Sources
”
,
Journal of Official Statistics
, vol. 31, pp. 263–281, 2015.
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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.
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R
R. Guidotti
and
Gabrielli, L.
,
“
Recognizing Residents and Tourists with Retail Data Using Shopping Profiles
”
, in
International Conference on Smart Objects and Technologies for Social Good
, 2017.
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P
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.
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F. Pratesi
,
Gabrielli, L.
,
Cintia, P.
,
Monreale, A.
, and
Giannotti, F.
,
“
PRIMULE: Privacy risk mitigation for user profiles
”
, vol. 125, p. 101786, 2020.
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B. Furletti
,
Gabrielli, L.
,
Renso, C.
, and
Rinzivillo, S.
,
“
Pisa Tourism fluxes Observatory: deriving mobility indicators from GSM call habits
”
, in
NetMob Conference 2013
, 2013.
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M
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
,
Trasarti, R.
,
Cintia, P.
,
Furletti, B.
,
Renso, C.
,
Gabrielli, L.
,
Rinzivillo, S.
, and
Giannotti, F.
,
“
Mobility Profiling
”
, in
Data Science and Simulation in Transportation Research
, IGI Global, 2014, pp. 1-29.
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I
B. Furletti
,
Gabrielli, L.
,
Renso, C.
, and
Rinzivillo, S.
,
“
Identifying users profiles from mobile calls habits
”
, in
ACM SIGKDD International Workshop on Urban Computing
, Beijing, China, 2012.
DOI
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G
R. Prieto Curiel
,
Pappalardo, L.
,
Gabrielli, L.
, and
Bishop, S. Richard
,
“
Gravity and scaling laws of city to city migration
”
,
PLOS ONE
, vol. 13, pp. 1-19, 2018.
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E
V. Voukelatou
,
Pappalardo, L.
,
Gabrielli, L.
, and
Giannotti, F.
,
“
Estimating countries’ peace index through the lens of the world news as monitored by GDELT
”
, in
2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA)2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA)
, 2020.
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D
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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L. Gabrielli
,
Fadda, D.
,
Rossetti, G.
,
Nanni, M.
,
Piccinini, L.
,
Pedreschi, D.
,
Giannotti, F.
, and
Lattarulo, P.
,
“
Discovering Mobility Functional Areas: A Mobility Data Analysis Approach
”
, in
International Workshop on Complex Networks
, 2018.
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B. Furletti
,
Trasarti, R.
,
Cintia, P.
, and
Gabrielli, L.
,
“
Discovering and Understanding City Events with Big Data: The Case of Rome
”
,
Information
, vol. 8, p. 74, 2017.
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J. Kim
,
Sirbu, A.
,
Giannotti, F.
, and
Gabrielli, L.
,
“
Digital Footprints of International Migration on Twitter
”
, in
International Symposium on Intelligent Data Analysis
, 2020.
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B. Furletti
,
Gabrielli, L.
,
Trasarti, R.
,
Smoreda, Z.
,
Vanhoof, M.
, and
Ziemlicki, C.
,
“
Detecting and understanding big events in big cities
”
, in
NetMob
, Boston, 2015.
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C
L. Gabrielli
,
Furletti, B.
,
Trasarti, R.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
City users’ classification with mobile phone data
”
, in
IEEE Big Data
, Santa Clara (CA) - USA, 2015.
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B
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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A
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.
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