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2020
J. Kim
,
Sirbu, A.
,
Giannotti, F.
, and
Gabrielli, L.
,
“
Digital Footprints of International Migration on Twitter
”
, in
International Symposium on Intelligent Data Analysis
, 2020.
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C. Panigutti
,
Perotti, A.
, and
Pedreschi, D.
,
“
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations
”
, in
Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency
, 2020.
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2019
S. Bruestle
,
Pappalardo, L.
, and
Guidotti, R.
,
“
Defining Geographic Markets from Probabilistic Clusters: A Machine Learning Algorithm Applied to Supermarket Scanner Data
”
,
Available at SSRN 3452058
, 2019.
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G. Calogiuri
,
Johansen, P. Foss
,
Rossi, A.
, and
Thurston, M.
,
“
Do “girls just wanna have fun”? Participation trends and motivational profiles of women in Norway’s ultimate mass participation ski event
”
,
Frontiers in Psychology
, vol. 10, p. 2548, 2019.
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R. Portocarre Sarmento
,
Lemos, L.
,
Cordeiro, M.
,
Rossetti, G.
, and
Cardoso, D.
,
“
DynComm R Package–Dynamic Community Detection for Evolving Networks
”
,
arXiv preprint arXiv:1905.01498
, 2019.
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2018
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.
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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.
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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.
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2017
R. Pellungrini
,
Pappalardo, L.
,
Pratesi, F.
, and
Monreale, A.
,
“
A Data Mining Approach to Assess Privacy Risk in Human Mobility Data
”
,
ACM Trans. Intell. Syst. Technol.
, vol. 9, pp. 31:1–31:27, 2017.
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F. Beltram
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Data Science a Game-changer for Science and Innovation
”
. G7 Academy, 2017.
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L. Pappalardo
and
Simini, F.
,
“
Data-driven generation of spatio-temporal routines in human mobility
”
,
Data Mining and Knowledge Discovery
, 2017.
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B. Furletti
,
Trasarti, R.
,
Cintia, P.
, and
Gabrielli, L.
,
“
Discovering and Understanding City Events with Big Data: The Case of Rome
”
,
Information
, vol. 8, p. 74, 2017.
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B. Guidi
,
Michienzi, A.
, and
Rossetti, G.
,
“
Dynamic community analysis in decentralized online social networks
”
, in
European Conference on Parallel Processing
, 2017.
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2016
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.
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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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M. Nanni
,
Trasarti, R.
,
Monreale, A.
,
Grossi, V.
, and
Pedreschi, D.
,
“
Driving Profiles Computation and Monitoring for Car Insurance CRM
”
,
Journal ACM Transactions on Intelligent Systems and Technology (TIST)
, vol. 8, pp. 14:1–14:26, 2016.
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2015
A. Sirbu
,
Crane, M.
, and
Ruskin, H. J.
,
“
Data Integration for Microarrays: Enhanced Inference for Gene Regulatory Networks
”
,
Microarrays
, vol. 4, pp. 255–269, 2015.
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B. Furletti
,
Gabrielli, L.
,
Trasarti, R.
,
Smoreda, Z.
,
Vanhoof, M.
, and
Ziemlicki, C.
,
“
Detecting and understanding big events in big cities
”
, in
NetMob
, Boston, 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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2014
M. Aldinucci
,
Ruggieri, S.
, and
Torquati, M.
,
“
Decision tree building on multi-core using FastFlow
”
,
Concurrency and Computation: Practice and Experience
, vol. 26, pp. 800–820, 2014.
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R. Trasarti
,
Olteanu-Raimond, A. - M.
,
Nanni, M.
,
Couronné, T.
,
Furletti, B.
,
Giannotti, F.
,
Smoreda, Z.
, and
Ziemlicki, C.
,
“
Discovering urban and country dynamics from mobile phone data with spatial correlation patterns
”
,
Telecommunications Policy
, p. -, 2014.
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2013
S. Ruggieri
,
“
Data Anonymity Meets Non-discrimination
”
, in
Data Mining Workshops (ICDMW), 2013 IEEE 13th International Conference on
, 2013.
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D. Pedreschi
,
Ruggieri, S.
, and
Turini, F.
,
“
The discovery of discrimination
”
, in
Discrimination and privacy in the information society
, Springer, 2013, pp. 91–108.
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A. Romei
,
Ruggieri, S.
, and
Turini, F.
,
“
Discrimination discovery in scientific project evaluation: A case study
”
,
Expert Systems with Applications
, vol. 40, pp. 6064–6079, 2013.
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2012
D. Janssens
,
Giannotti, F.
,
Nanni, M.
,
Pedreschi, D.
, and
Rinzivillo, S.
,
“
Data Science for Simulating the Era of Electric Vehicles
”
,
KI - Künstliche Intelligenz
, 2012.
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