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Dino Pedreschi
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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.
DOI
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R. Barbuti
,
Mancarella, P.
,
Pedreschi, D.
, and
Turini, F.
,
“
Intensional Negation of Logic Programs: Examples and Implementation Techniques
”
, in
TAPSOFT, Vol.2
, 1987, pp. 96-110.
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F. Giannotti
,
Manco, G.
,
Nanni, M.
,
Pedreschi, D.
, and
Turini, F.
,
“
Integration of Deduction and Induction for Mining Supermarket Sales Data
”
, in
SEBD
, 1999, pp. 117-131.
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D. Pedreschi
,
Ruggieri, S.
, and
Turini, F.
,
“
Integrating induction and deduction for finding evidence of discrimination
”
, in
ICAIL
, 2009, pp. 157-166.
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S. Hajian
,
Monreale, A.
,
Pedreschi, D.
,
Domingo-Ferrer, J.
, and
Giannotti, F.
,
“
Injecting Discrimination and Privacy Awareness Into Pattern Discovery
”
, in
12th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, Brussels, Belgium, December 10, 2012
, 2012, pp. 360–369.
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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.
DOI
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M. Nanni
,
Nijssen, S.
,
O'Sullivan, B.
,
Paparrizou, A.
,
Pedreschi, D.
, and
Simonis, H.
,
“
The Inductive Constraint Programming Loop
”
,
Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach
, vol. 10101, p. 303, 2017.
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C. Bessiere
,
De Raedt, L.
,
Guns, T.
,
Kotthoff, L.
,
Nanni, M.
,
Nijssen, S.
,
O'Sullivan, B.
,
Paparrizou, A.
,
Pedreschi, D.
, and
Simonis, H.
,
“
The Inductive Constraint Programming Loop
”
,
IEEE Intelligent Systems
, 2017.
DOI
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A. Brogi
,
Chiarelli, A.
,
Mancarella, P.
,
Mazzotta, V.
,
Pedreschi, D.
,
Renso, C.
, and
Turini, F.
,
“
Implementations of Program Composition Operations
”
, pp. 292–307, 1994.
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A. Brogi
,
Chiarelli, A.
,
Mancarella, P.
,
Mazzotta, V.
,
Pedreschi, D.
,
Renso, C.
, and
Turini, F.
,
“
Implementations of Program Composition Operations
”
, in
PLILP
, 1994, pp. 292-307.
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A. Brogi
,
Chiarelli, A.
,
Mancarella, P.
,
Mazzotta, V.
,
Pedreschi, D.
,
Renso, C.
, and
Turini, F.
,
“
Implementations of Program Composition Operations
”
, in
PLILP
, 1994, pp. 292-307.
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M. Nanni
,
Kotthoff, L.
,
Guidotti, R.
,
O'Sullivan, B.
, and
Pedreschi, D.
,
“
ICON Loop Carpooling Show Case
”
,
Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach
, vol. 10101, p. 310, 2017.
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H
A. Sirbu
,
Andrienko, G.
,
Andrienko, N.
,
Boldrini, C.
,
Conti, M.
,
Giannotti, F.
,
Guidotti, R.
,
Bertoli, S.
,
Kim, J.
,
Muntean, C. Ioana
,
Pappalardo, L.
,
Passarella, A.
,
Pedreschi, D.
,
Pollacci, L.
,
Pratesi, F.
, and
Sharma, R.
,
“
Human migration: the big data perspective
”
,
International Journal of Data Science and Analytics
, pp. 1–20, 2020.
DOI
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L. Pappalardo
,
Rossetti, G.
, and
Pedreschi, D.
,
“
"How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks
”
, in
International Conference on Advances in Social Networks Analysis and Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012
, 2012.
DOI
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G. Cornacchia
,
Böhm, M.
,
Mauro, G.
,
Nanni, M.
,
Pedreschi, D.
, and
Pappalardo, L.
,
“
How Routing Strategies Impact Urban Emissions
”
, in
Proceedings of the 30th International Conference on Advances in Geographic Information Systems
, New York, NY, USA, 2022.
DOI
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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.
DOI
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G. Rossetti
,
Pappalardo, L.
,
Kikas, R.
,
Pedreschi, D.
,
Giannotti, F.
, and
Dumas, M.
,
“
Homophilic network decomposition: a community-centric analysis of online social services
”
,
Social Network Analysis and Mining
, vol. 6, p. 103, 2016.
DOI
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R. Guidotti
,
Soldani, J.
,
Neri, D.
,
Brogi, A.
, and
Pedreschi, D.
,
“
Helping your docker images to spread based on explainable models
”
, in
Joint European Conference on Machine Learning and Knowledge Discovery in Databases
, 2018.
DOI
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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
R. Guidotti
,
Coscia, M.
,
Pedreschi, D.
, and
Pennacchioli, D.
,
“
Going Beyond GDP to Nowcast Well-Being Using Retail Market Data
”
, in
Advances in Network Science
, Springer International Publishing, 2016, pp. 29–42.
DOI
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M. Setzu
,
Guidotti, R.
,
Monreale, A.
,
Turini, F.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
GLocalX - From Local to Global Explanations of Black Box AI Models
”
, vol. 294, p. 103457, 2021.
DOI
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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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F. Giannotti
,
Nanni, M.
,
Pedreschi, D.
,
Renso, C.
,
Rinzivillo, S.
, and
Trasarti, R.
,
“
GeoPKDD – Geographic Privacy-aware Knowledge Discovery
”
, in
The European Future Technologies Conference (FET 2009)
, 2009.
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F. Giannotti
,
Pedreschi, D.
, and
Theodoridis, Y.
,
“
Geographic privacy-aware knowledge discovery and delivery
”
, in
EDBT
, 2009, pp. 1157-1158.
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G. Andrienko
,
Andrienko, N.
,
Giannotti, F.
,
Monreale, A.
,
Pedreschi, D.
, and
Rinzivillo, S.
,
“
A Generalisation-based Approach to Anonymising Movement Data
”
,
13th AGILE conference on Geographic Information Science
. 2010.
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