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Title
Type
[
Year
]
2017
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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A. Sirbu
,
Loreto, V.
,
Servedio, V. D. P.
, and
Tria, F.
,
“
Opinion dynamics: models, extensions and external effects
”
, in
Participatory Sensing, Opinions and Collective Awareness
, Springer, 2017, pp. 363–401.
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. Pappalardo
and
Cintia, P.
,
“
Quantifying the relation between performance and success in soccer
”
,
Advances in Complex Systems
, p. 1750014, 2017.
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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.
DOI
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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.
DOI
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A. Baroni
and
Ruggieri, S.
,
“
Segregation discovery in a social network of companies
”
,
Journal of Intelligent Information Systems
, 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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V. Grossi
,
Romei, A.
, and
Turini, F.
,
“
Survey on using constraints in data mining
”
,
Data Mining and Knowledge Discovery
, vol. 31, pp. 424–464, 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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2016
A. Wierzbicki
,
Brandes, U.
,
Schweitzer, F.
, and
Pedreschi, D.
,
“
Advances in Network Science: 12th International Conference and School, NetSci-X 2016, Wroclaw, Poland, January 11-13, 2016, Proceedings
”
. 2016.
DOI
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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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L. Pollacci
,
Guidotti, R.
, and
Rossetti, G.
,
“
“Are we playing like Music-Stars?” Placing Emerging Artists on the Italian Music Scene
”
,
9th International Workshop on Machine Learning and Music, ECML-PKDD
. Riva del Garda, 2016.
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R. Guidotti
,
Rossetti, G.
, and
Pedreschi, D.
,
“
Audio Ergo Sum
”
, in
Federation of International Conferences on Software Technologies: Applications and Foundations
, 2016.
DOI
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B. Furletti
,
Fadda, D.
,
Piccini, L.
,
Nanni, M.
, and
Lattarulo, P.
,
“
Big Data and Public Administration: a case study for Tuscany Airports
”
, in
SEBD - Italian Symposium on Advanced Database Systems
, Ugento, Lecce (Italy), 2016.
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S. Bergamaschi
,
Carlini, E.
,
Ceci, M.
,
Furletti, B.
,
Giannotti, F.
,
Malerba, D.
,
Mezzanzanica, M.
,
Monreale, A.
,
Pasi, G.
,
Pedreschi, D.
,
Perego, R.
, and
Ruggieri, S.
,
“
Big Data Research in Italy: A Perspective
”
,
Engineering
, vol. 2, p. 163, 2016.
DOI
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B. Qureshi
,
Kamiran, F.
,
Karim, A.
, and
Ruggieri, S.
,
“
Causal Discrimination Discovery Through Propensity Score Analysis
”
,
arXiv preprint arXiv:1608.03735
, 2016.
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B. Thanh Luong
,
Ruggieri, S.
, and
Turini, F.
,
“
Classification Rule Mining Supported by Ontology for Discrimination Discovery
”
, in
Data Mining Workshops (ICDMW), 2016 IEEE 16th International Conference on
, 2016.
DOI
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C. Bessiere
,
De Raedt, L.
,
Kotthoff, L.
,
Nijssen, S.
,
O'Sullivan, B.
, and
Pedreschi, D.
,
“
Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach.
”
. 2016.
DOI
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V. Grossi
,
Pedreschi, D.
, and
Turini, F.
,
“
Data Mining and Constraints: An Overview
”
, in
Data Mining and Constraint Programming
, Springer International Publishing, 2016, pp. 25–48.
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