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Pedreschi, Dino
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2016
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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2015
R. Guidotti
,
Coscia, M.
,
Pedreschi, D.
, and
Pennacchioli, D.
,
“
Behavioral Entropy and Profitability in Retail
”
, in
IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA'2015)
, Paris, 2015.
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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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V. Grossi
,
Monreale, A.
,
Nanni, M.
,
Pedreschi, D.
, and
Turini, F.
,
“
Clustering Formulation Using Constraint Optimization
”
, in
Software Engineering and Formal Methods - {SEFM} 2015 Collocated Workshops: ATSE, HOFM, MoKMaSD, and VERY*SCART, York, UK, September 7-8, 2015, Revised Selected Papers
, 2015.
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G. Rossetti
,
Pappalardo, L.
,
Kikas, R.
,
Pedreschi, D.
,
Giannotti, F.
, and
Dumas, M.
,
“
Community-centric analysis of user engagement in Skype social network
”
, in
International conference on Advances in Social Network Analysis and Mining
, Paris, France, 2015.
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S. Hajian
,
Domingo-Ferrer, J.
,
Monreale, A.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Discrimination- and privacy-aware patterns
”
,
Data Min. Knowl. Discov.
, vol. 29, pp. 1733–1782, 2015.
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P. Cintia
,
Pappalardo, L.
,
Pedreschi, D.
,
Giannotti, F.
, and
Malvaldi, M.
,
“
The harsh rule of the goals: data-driven performance indicators for football teams
”
,
IEEE International Conference on Data Science and Advanced Analytics
. 2015.
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G. Rossetti
,
Guidotti, R.
,
Pennacchioli, D.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Interaction Prediction in Dynamic Networks exploiting Community Discovery
”
, in
International conference on Advances in Social Network Analysis and Mining, ASONAM 2015
, Paris, France, 2015.
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L. Milli
,
Monreale, A.
,
Rossetti, G.
,
Pedreschi, D.
,
Giannotti, F.
, and
Sebastiani, F.
,
“
Quantification in Social Networks
”
, in
International Conference on Data Science and Advanced Analytics (IEEE DSAA'2015)
, Paris, France, 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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A. Basu
,
Monreale, A.
,
Trasarti, R.
,
Corena, J. C.
,
Giannotti, F.
,
Pedreschi, D.
,
Kiyomoto, S.
,
Miyake, Y.
, and
Yanagihara, T.
,
“
A risk model for privacy in trajectory data
”
,
Journal of Trust Management
, vol. 2, p. 9, 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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2014
A. Monreale
,
Pedreschi, D.
,
Pensa, R. G.
, and
Pinelli, F.
,
“
Anonymity preserving sequential pattern mining
”
,
Artif. Intell. Law
, vol. 22, pp. 141–173, 2014.
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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. Basu
,
Corena, J. C.
,
Monreale, A.
,
Pedreschi, D.
,
Giannotti, F.
,
Kiyomoto, S.
,
Vaidya, J.
, and
Miyake, Y.
,
“
CF-inspired Privacy-Preserving Prediction of Next Location in the Cloud
”
, in
Cloud Computing Technology and Science (CloudCom), 2014 IEEE 6th International Conference on
, 2014.
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S. Hajian
,
Monreale, A.
,
Pedreschi, D.
,
Domingo-Ferrer, J.
, and
Giannotti, F.
,
“
Fair pattern discovery
”
, in
Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of Korea - March 24 - 28, 2014
, 2014, pp. 113–120.
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P. Cintia
,
Pappalardo, L.
, and
Pedreschi, D.
,
“
Mining efficient training patterns of non-professional cyclists
”
, in
22nd Italian Symposium on Advanced Database Systems, {SEBD} 2014, Sorrento Coast, Italy, June 16-18, 2014.
, 2014.
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D. Pennacchioli
,
Coscia, M.
, and
Pedreschi, D.
,
“
Overlap versus partition: marketing classification and customer profiling in complex networks of products
”
, in
Data engineering workshops (ICDEW), 2014 IEEE 30th international conference on
, 2014.
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D. Pennacchioli
,
Rossetti, G.
,
Pappalardo, L.
,
Pedreschi, D.
,
Giannotti, F.
, and
Coscia, M.
,
“
The patterns of musical influence on the Last.Fm social network
”
, in
22nd Italian Symposium on Advanced Database Systems, {SEBD} 2014, Sorrento Coast, Italy, June 16-18, 2014.
, 2014.
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A. Basu
,
Monreale, A.
,
Corena, J. C.
,
Giannotti, F.
,
Pedreschi, D.
,
Kiyomoto, S.
,
Miyake, Y.
,
Yanagihara, T.
, and
Trasarti, R.
,
“
A Privacy Risk Model for Trajectory Data
”
, in
Trust Management {VIII} - 8th {IFIP} {WG} 11.11 International Conference, {IFIPTM} 2014, Singapore, July 7-10, 2014. Proceedings
, 2014, pp. 125–140.
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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.
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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.
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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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