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Fosca Giannotti
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2016
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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2017
B. Dong
,
Wang, H. Wendy
,
Monreale, A.
,
Pedreschi, D.
,
Giannotti, F.
, and
Guo, W.
,
“
Authenticated Outlier Mining for Outsourced Databases
”
,
IEEE Transactions on Dependable and Secure Computing
, 2017.
DOI
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R. Guidotti
,
Monreale, A.
,
Nanni, M.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Clustering Individual Transactional Data for Masses of Users
”
, in
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
, 2017.
DOI
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G. Rossetti
,
Milli, L.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Forecasting success via early adoptions analysis: A data-driven study
”
,
PloS one
, vol. 12, p. e0189096, 2017.
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L. Pollacci
,
Guidotti, R.
,
Rossetti, G.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis
”
, in
International Conference on Smart Objects and Technologies for Social Good
, 2017.
DOI
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L. Candela
,
Manghi, P.
,
Giannotti, F.
,
Grossi, V.
, and
Trasarti, R.
,
“
HyWare: a HYbrid Workflow lAnguage for Research E-infrastructures
”
,
D-Lib Magazine
, vol. 23, 2017.
DOI
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L. Milli
,
Rossetti, G.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Information diffusion in complex networks: The active/passive conundrum
”
, in
International Workshop on Complex Networks and their Applications
, 2017.
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R. Guidotti
,
Rossetti, G.
,
Pappalardo, L.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Market Basket Prediction using User-Centric Temporal Annotated Recurring Sequences
”
, in
2017 IEEE International Conference on Data Mining (ICDM)
, 2017.
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M. Nanni
,
Trasarti, R.
, and
Giannotti, F.
,
“
Movement Behaviour Recognition for Water Activities
”
, in
Personal Analytics and Privacy. An Individual and Collective Perspective - First International Workshop, {PAP} 2017, Held in Conjunction with {ECML} {PKDD} 2017, Skopje, Macedonia, September 18, 2017, Revised Selected Papers
, 2017.
DOI
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R. Trasarti
,
Guidotti, R.
,
Monreale, A.
, and
Giannotti, F.
,
“
MyWay: Location prediction via mobility profiling
”
,
Information Systems
, vol. 64, pp. 350–367, 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
, pp. 1–19, 2017.
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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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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.
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R. Guidotti
,
Rossetti, G.
,
Pappalardo, L.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Next Basket Prediction using Recurring Sequential Patterns
”
,
arXiv preprint arXiv:1702.07158
, 2017.
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G. Rossetti
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Node-centric Community Discovery: From static to dynamic social network analysis
”
,
Online Social Networks and Media
, vol. 3, pp. 32–48, 2017.
DOI
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F. Pratesi
,
Monreale, A.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Privacy Preserving Multidimensional Profiling
”
, in
International Conference on Smart Objects and Technologies for Social Good
, 2017.
DOI
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L. Pollacci
,
Sirbu, A.
,
Giannotti, F.
,
Pedreschi, D.
,
Lucchese, C.
, and
Muntean, C. Ioana
,
“
Sentiment Spreading: An Epidemic Model for Lexicon-Based Sentiment Analysis on Twitter
”
, in
Conference of the Italian Association for Artificial Intelligence
, 2017.
DOI
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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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G. Rossetti
,
Pappalardo, L.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Tiles: an online algorithm for community discovery in dynamic social networks
”
,
Machine Learning
, vol. 106, pp. 1213–1241, 2017.
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2018
L. Milli
,
Rossetti, G.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Active and passive diffusion processes in complex networks
”
,
Applied network science
, vol. 3, p. 42, 2018.
DOI
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L. Milli
,
Rossetti, G.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Diffusive Phenomena in Dynamic Networks: a data-driven study
”
, in
International Conference on Complex Networks CompleNet
, Boston March 5-8 2018, 2018.
DOI
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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.
DOI
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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.
DOI
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L. Pollacci
,
Guidotti, R.
,
Rossetti, G.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis
”
, in
International Conference on Smart Objects and Technologies for Social Good
, 2018.
DOI
Google Scholar
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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
,
S. Flesca
,
Greco, S.
,
Masciari, E.
, and
Saccà, D.
, Eds.
Cham: Springer International Publishing, 2018, pp. 287 - 306.
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