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S Rinzivillo
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2013
B. Furletti
,
Gabrielli, L.
,
Renso, C.
, and
Rinzivillo, S.
,
“
Analysis of GSM Calls Data for Understanding User Mobility Behavior
”
,
IEEE Big Data
. Santa Clara, California, 2013.
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L. Pappalardo
,
Simini, F.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Comparing General Mobility and Mobility by Car
”
, in
Computational Intelligence and 11th Brazilian Congress on Computational Intelligence (BRICS-CCI CBIC), 2013 BRICS Congress on
, 2013.
DOI
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D. Pennacchioli
,
Coscia, M.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Explaining the PRoduct Range Effect in Purchase Data
”
,
IEEE Big Data
. 2013.
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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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F. Pratesi
,
Monreale, A.
,
Wang, H. Wendy
,
Rinzivillo, S.
,
Pedreschi, D.
,
Andrienko, G.
, and
Andrienko, N.
,
“
Privacy-Aware Distributed Mobility Data Analytics
”
, in
SEBD
, Roccella Jonica, 2013.
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A. Monreale
,
Wang, H. Wendy
,
Pratesi, F.
,
Rinzivillo, S.
,
Pedreschi, D.
,
Andrienko, G.
, and
Andrienko, N.
,
“
Privacy-Preserving Distributed Movement Data Aggregation
”
, in
Geographic Information Science at the Heart of Europe
,
D. Vandenbroucke
,
Bucher, B.
, and
Crompvoets, J.
, Eds.
Springer International Publishing, 2013, pp. 225-245.
DOI
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G. Andrienko
,
Andrienko, N.
,
Hunter, C.
,
Rinzivillo, S.
, and
Wrobel, S.
,
“
Scalable Analysis of Movement Data for Extracting and Exploring Significant Places
”
,
IEEE Transactions on Visualization and Computer Graphics
, vol. 19, 2013.
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M. Coscia
,
Rinzivillo, S.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Spatial and Temporal Evaluation of Network-based Analysis of Human Mobility
”
,
Social Network Analysis and Mining
, vol. to appear, 2013.
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L. Pappalardo
,
Rinzivillo, S.
,
Qu, Z.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
{Understanding the patterns of car travel}
”
,
The European Physical Journal Special Topics
, vol. 215, pp. 61–73, 2013.
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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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2014
V. M. de Lira
,
Rinzivillo, S.
,
Renso, C.
,
Times, V. C.
, and
Tedesco, P. {\'ı}ciaC. A. R.
,
“
Investigating semantic regularity of human mobility lifestyle
”
, in
18th International Database Engineering {&} Applications Symposium, {IDEAS} 2014, Porto, Portugal, July 7-9, 2014
, Porto, Portugal, 2014, pp. 314–317.
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V. M. de Lira
,
Rinzivillo, S.
,
Times, V. C.
, and
Renso, C.
,
“
{MAPMOLTY:} {A} Web Tool for Discovering Place Loyalty Based on Mobile Crowdsource Data
”
, in
Web Engineering, 14th International Conference, {ICWE} 2014, Toulouse, France, July 1-4, 2014. Proceedings
, 2014, pp. 528–531.
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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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A. Monreale
,
Rinzivillo, S.
,
Pratesi, F.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Privacy-by-Design in Big Data Analytics and Social Mining
”
,
EPJ Data Science
, vol. 10, 2014.
DOI
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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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D. Pennacchioli
,
Coscia, M.
,
Rinzivillo, S.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
The retail market as a complex system
”
,
EPJ Data Science
, vol. 3, pp. 1–27, 2014.
DOI
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R. Guidotti
,
Monreale, A.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Retrieving Points of Interest from Human Systematic Movements
”
, in
Software Engineering and Formal Methods
, Springer International Publishing, 2014, pp. 294–308.
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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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2015
V. M. de Lira
,
Times, V. C.
,
Renso, C.
, and
Rinzivillo, S.
,
“
ComeWithMe: An Activity-Oriented Carpooling Approach
”
, in
2015 {IEEE} 18th International Conference on Intelligent Transportation Systems
, 2015.
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L. Pappalardo
,
Simini, F.
,
Rinzivillo, S.
,
Pedreschi, D.
,
Giannotti, F.
, and
Barabasi, A. - L.
,
“
Returners and explorers dichotomy in human mobility
”
,
Nat Commun
, vol. 6, 2015.
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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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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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2016
G. Rossetti
,
Pappalardo, L.
, and
Rinzivillo, S.
,
“
A novel approach to evaluate community detection algorithms on ground truth
”
, in
7th Workshop on Complex Networks
, Dijon, France, 2016.
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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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R. Guidotti
,
Monreale, A.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Unveiling mobility complexity through complex network analysis
”
,
Social Network Analysis and Mining
, vol. 6, p. 59, 2016.
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