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Conference Paper
M. Nanni
,
Trasarti, R.
,
Furletti, B.
,
Gabrielli, L.
,
Van Der Mede, P.
,
De Bruijn, J.
,
de Romph, E.
, and
Bruil, G.
,
“
Transportation Planning Based on {GSM} Traces: {A} Case Study on Ivory Coast
”
, in
Citizen in Sensor Networks - Second International Workshop, CitiSens 2013, Barcelona, Spain, September 19, 2013, Revised Selected Papers
, 2013.
DOI
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B. Furletti
,
Gabrielli, L.
,
Giannotti, F.
,
Milli, L.
,
Nanni, M.
, and
Pedreschi, D.
,
“
Use of mobile phone data to estimate mobility flows. Measuring urban population and inter-city mobility using big data in an integrated approach
”
, in
47th SIS Scientific Meeting of the Italian Statistica Society
, Cagliari , 2014.
Google Scholar
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L. Gabrielli
,
Furletti, B.
,
Giannotti, F.
,
Nanni, M.
, and
Rinzivillo, S.
,
“
Use of mobile phone data to estimate visitors mobility flows
”
, in
Proceedings of MoKMaSD
, 2014.
Google Scholar
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M. Ferretti
,
Barlacchi, G.
,
Pappalardo, L.
,
Lucchini, L.
, and
Lepri, B.
,
“
Weak nodes detection in urban transport systems: Planning for resilience in Singapore
”
, in
2018 IEEE 5th international conference on data science and advanced analytics (DSAA)
, 2018.
DOI
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Conference Proceedings
B. Furletti
,
Gabrielli, L.
,
Renso, C.
, and
Rinzivillo, S.
,
“
Analysis of GSM Calls Data for Understanding User Mobility Behavior
”
,
IEEE Big Data
. Santa Clara, California, 2013.
Google Scholar
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D. Fadda
,
Natilli, M.
, and
Rinzivillo, S.
,
“
GET-Viz: a library for automatic generation of visual dashboard for geographical time series
”
,
8th International Conference on Computational Social Science (IC2S2)
. Chicago, USA, 2022.
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Journal Article
A. S. Furtado
,
Fileto, R.
, and
Renso, C.
,
“
Assessing the Attractiveness of Places with Movement Data
”
,
Journal of Information and Data Management
, vol. 4, 2013.
Google Scholar
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A. S. Furtado
,
Fileto, R.
, and
Renso, C.
,
“
Assessing the Attractiveness of Places with Movement Data
”
,
Journal of Information and Data Management
, vol. 4, 2013.
Google Scholar
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A. Failla
,
Citraro, S.
, and
Rossetti, G.
,
“
Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions
”
,
Applied Network Science
, vol. 8, pp. 1–19, 2023.
DOI
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M. Becker
,
Caminiti, S.
,
Fiorella, D.
,
Francis, L.
,
Gravino, P.
,
Haklay, M. Muki
,
Hotho, A.
,
Loreto, V.
,
Mueller, J.
,
Ricchiuti, F.
,
Servedio, V. D. P.
,
Sirbu, A.
, and
Tria, F.
,
“
Awareness and learning in participatory noise sensing.
”
,
PLoS One
, vol. 8, p. e81638, 2013.
PubMed
DOI
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M. Becker
,
Caminiti, S.
,
Fiorella, D.
,
Francis, L.
,
Gravino, P.
,
Haklay, M. Muki
,
Hotho, A.
,
Loreto, V.
,
Mueller, J.
,
Ricchiuti, F.
,
Servedio, V. D. P.
,
Sirbu, A.
, and
Tria, F.
,
“
Awareness and learning in participatory noise sensing.
”
,
PLoS One
, vol. 8, p. e81638, 2013.
PubMed
DOI
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E. Ntoutsi
,
Fafalios, P.
,
Gadiraju, U.
,
Iosifidis, V.
,
Nejdl, W.
,
Vidal, M. - E.
,
Ruggieri, S.
,
Turini, F.
,
Papadopoulos, S.
,
Krasanakis, E.
, and
others,
“
Bias in data-driven artificial intelligence systems—An introductory survey
”
,
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
, vol. 10, p. e1356, 2020.
DOI
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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. 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.
DOI
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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.
DOI
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A. Rossi
,
Pappalardo, L.
,
Cintia, P.
,
F Iaia, M.
,
Fernàndez, J.
, and
Medina, D.
,
“
Effective injury forecasting in soccer with GPS training data and machine learning
”
,
PloS one
, vol. 13, p. e0201264, 2018.
DOI
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N. Forgó
,
Hänold, S.
,
van den Hoven, J.
,
Krügel, T.
,
Lishchuk, I.
,
Mahieu, R.
,
Monreale, A.
,
Pedreschi, D.
,
Pratesi, F.
, and
van Putten, D.
,
“
An ethico-legal framework for social data science
”
, 2020.
DOI
Google Scholar
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F. Bodria
,
Rinzivillo, S.
,
Fadda, D.
,
Guidotti, R.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Explaining Black Box with visual exploration of Latent Space
”
,
EuroVis–Short Papers
, 2022.
Google Scholar
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M. Fayzullin
,
Nanni, M.
,
Pedreschi, D.
, and
Subrahmanian, V. S.
,
“
Foundations of distributed interaction systems
”
,
Ann. Math. Artif. Intell.
, vol. 28, pp. 127-168, 2000.
Google Scholar
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M. Nanni
,
Andrienko, G.
,
Barabasi, A. - L.
,
Boldrini, C.
,
Bonchi, F.
,
Cattuto, C.
,
Chiaromonte, F.
,
Comandé, G.
,
Conti, M.
,
Coté, M.
,
Dignum, F.
,
Dignum, V.
,
Domingo-Ferrer, J.
,
Ferragina, P.
,
Giannotti, F.
,
Guidotti, R.
,
Helbing, D.
,
Kaski, K.
,
Kertész, J.
,
Lehmann, S.
,
Lepri, B.
,
Lukowicz, P.
,
Matwin, S.
,
Jiménez, D. Megías
,
Monreale, A.
,
Morik, K.
,
Oliver, N.
,
Passarella, A.
,
Passerini, A.
,
Pedreschi, D.
,
Pentland, A.
,
Pianesi, F.
,
Pratesi, F.
,
Rinzivillo, S.
,
Ruggieri, S.
,
Siebes, A.
,
Torra, V.
,
Trasarti, R.
,
van den Hoven, J.
, and
Vespignani, A.
,
“
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
”
, 2021.
DOI
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B. Furletti
,
Turini, F.
,
Bellandi, A.
,
Baglioni, M.
, and
Pratesi, C.
,
“
Improving the Business Plan Evaluation Process: the Role of Intangibles
”
,
Quality Technology & Quantitative Management
, vol. 7, 2010.
Google Scholar
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B. Furletti
and
Turini, F.
,
“
Knowledge Discovery in Ontologies
”
,
Intelligent Data Analysis
, vol. 16, 2012.
DOI
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M. Natilli
,
Rossi, A.
,
Trecroci, A.
,
Cavaggioni, L.
,
Merati, G.
, and
Formenti, D.
,
“
The long-tail effect of the COVID-19 lockdown on Italians’ quality of life, sleep and physical activity
”
,
Scientific Data
, vol. 9, pp. 1–10, 2022.
Google Scholar
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A. Sirbu
,
Becker, M.
,
Caminiti, S.
,
De Baets, B.
,
Elen, B.
,
Francis, L.
,
Gravino, P.
,
Hotho, A.
,
Ingarra, S.
,
Loreto, V.
,
Molino, A.
,
Mueller, J.
,
Peters, J.
,
Ricchiuti, F.
,
Saracino, F.
,
Servedio, V. D. P.
,
Stumme, G.
,
Theunis, J.
,
Tria, F.
, and
Van den Bossche, J.
,
“
Participatory Patterns in an International Air Quality Monitoring Initiative.
”
,
PLoS One
, vol. 10, p. e0136763, 2015.
PubMed
DOI
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L. Pappalardo
,
Cintia, P.
,
Ferragina, P.
,
Massucco, E.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
PlayeRank: data-driven performance evaluation and player ranking in soccer via a machine learning approach
”
,
ACM Transactions on Intelligent Systems and Technology (TIST)
, vol. 10, pp. 1–27, 2019.
DOI
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