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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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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.
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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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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
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. 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
, 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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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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I. Martinucci
,
Natilli, M.
,
Lorenzoni, V.
,
Pappalardo, L.
,
Monreale, A.
,
Turchetti, G.
,
Pedreschi, D.
,
Marchi, S.
,
Barale, R.
, and
de Bortoli, N.
,
“
Gastroesophageal reflux symptoms among Italian university students: epidemiology and dietary correlates using automatically recorded transactions
”
,
BMC gastroenterology
, vol. 18, p. 116, 2018.
DOI
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F
F. Bonchi
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Frequent Pattern Queries for Flexible Knowledge Discovery
”
, in
SEBD
, 2004, pp. 250-261.
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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.
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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
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Foundations of Multidimensional Network Analysis
”
, in
ASONAM
, 2011, pp. 485-489.
DOI
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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.
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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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S. Hajian
,
Monreale, A.
,
Pedreschi, D.
,
Domingo-Ferrer, J.
, and
Giannotti, F.
,
“
Fair pattern discovery
”
, in
Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of Korea - March 24 - 28, 2014
, 2014, pp. 113–120.
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R. Guidotti
,
Monreale, A.
,
Giannotti, F.
,
Pedreschi, D.
,
Ruggieri, S.
, and
Turini, F.
,
“
Factual and Counterfactual Explanations for Black Box Decision Making
”
,
IEEE Intelligent Systems
, 2019.
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