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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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O
M. Coscia
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Optimal Spatial Resolution for the Analysis of Human Mobility
”
,
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
. Instanbul, Turkey, 2012.
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N
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.
DOI
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R. Guidotti
,
Nanni, M.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Never drive alone: Boosting carpooling with network analysis
”
,
Information Systems
, vol. 64, pp. 237–257, 2017.
DOI
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G. Rossetti
,
Milli, L.
,
Rinzivillo, S.
,
Sirbu, A.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
NDlib: Studying Network Diffusion Dynamics
”
, in
IEEE International Conference on Data Science and Advanced Analytics, DSA
, Tokyo, 2017.
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G. Rossetti
,
Milli, L.
,
Rinzivillo, S.
,
Sirbu, A.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
NDlib: a python library to model and analyze diffusion processes over complex networks
”
,
International Journal of Data Science and Analytics
, vol. 5, pp. 61–79, 2018.
DOI
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G. Rossetti
,
Milli, L.
,
Rinzivillo, S.
,
Sirbu, A.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
NDlib: a python library to model and analyze diffusion processes over complex networks
”
,
International Journal of Data Science and Analytics
, pp. 1–19, 2017.
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M
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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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.
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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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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K
S. Rinzivillo
and
Turini, F.
,
“
Knowledge discovery from spatial transactions
”
,
Journal of Intelligent Information Systems
, vol. 28, pp. 1-22, 2007.
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S. Rinzivillo
,
Turini, F.
,
Bogorny, V.
,
Körner, C.
,
Kuijpers, B.
, and
May, M.
,
“
Knowledge Discovery from Geographical Data
”
, in
Mobility, Data Mining and Privacy
, 2008, pp. 243-265.
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I
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.
DOI
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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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H
G. Amato
,
Candela, L.
,
Castelli, D.
,
Esuli, A.
,
Falchi, F.
,
Gennaro, C.
,
Giannotti, F.
,
Monreale, A.
,
Nanni, M.
,
Pagano, P.
,
Pappalardo, L.
,
Pedreschi, D.
,
Pratesi, F.
,
Rabitti, F.
,
Rinzivillo, S.
,
Rossetti, G.
,
Ruggieri, S.
,
Sebastiani, F.
, and
Tesconi, M.
,
“
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science
”
, in
A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years
, Springer International Publishing, 2018, pp. 287–306.
DOI
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G
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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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
G. Andrienko
,
Andrienko, N.
,
Hurter, C.
,
Rinzivillo, S.
, and
Wrobel, S.
,
“
From Movement Tracks through Events to Places: Extracting and Characterizing Significant Places from Mobility Data
”
,
IEEE Conference on Visual Analytics Science and Technology
. 2011.
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E
S. Rinzivillo
and
Turini, F.
,
“
Extracting spatial association rules from spatial transactions
”
, in
ACM GIS
, 2005, pp. 79-86.
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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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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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F. Turini
,
Baglioni, M.
,
Furletti, B.
, and
Rinzivillo, S.
,
“
Examples of Integration of Induction and Deduction in Knowledge Discovery
”
, in
Reasoning, Action and Interaction in AI Theories and Systems
, vol. 4155, 2006, pp. 307-326.
DOI
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F. Turini
,
Baglioni, M.
,
Furletti, B.
, and
Rinzivillo, S.
,
“
Examples of Integration of Induction and Deduction in Knowledge Discovery
”
, in
Reasoning, Action and Interaction in AI Theories and Systems
, 2006, pp. 307-326.
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D
S. Rinzivillo
,
Mainardi, S.
,
Pezzoni, F.
,
Coscia, M.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Discovering the Geographical Borders of Human Mobility
”
,
KI - Künstliche Intelligenz
, 2012.
DOI
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