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Dino Pedreschi
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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.
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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
, 2018.
DOI
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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.
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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E
L. Corciulo
,
Giannotti, F.
,
Pedreschi, D.
, and
Zaniolo, C.
,
“
Expressive Power of Non-Deterministic Operators for Logic-based Languages
”
, in
Workshop on Deductive Databases and Logic Programming
, 1994, pp. 27-40.
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R. Trasarti
,
Rinzivillo, S.
,
Pinelli, F.
,
Nanni, M.
,
Monreale, A.
,
Renso, C.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Exploring Real Mobility Data with M-Atlas
”
, in
ECML/PKDD (3)
, 2010, pp. 624-627.
DOI
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D. Pennacchioli
,
Coscia, M.
,
Rinzivillo, S.
,
Pedreschi, D.
, and
Giannotti, F.
,
“
Explaining the PRoduct Range Effect in Purchase Data
”
,
IEEE Big Data
. 2013.
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C. Panigutti
,
Guidotti, R.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Explaining multi-label black-box classifiers for health applications
”
, in
International Workshop on Health Intelligence
, 2019.
DOI
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F. Giannotti
,
Manco, G.
,
Pedreschi, D.
, and
Turini, F.
,
“
Experiences with a Logic-Based Knowledge Discovery Support Environment
”
, in
AI*IA
, 1999, pp. 202-213.
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F. Giannotti
,
Manco, G.
,
Pedreschi, D.
, and
Turini, F.
,
“
Experiences with a Logic-based knowledge discovery Support Environment
”
, in
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery
, 1999.
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F. Bonchi
,
Giannotti, F.
,
Mazzanti, A.
, and
Pedreschi, D.
,
“
ExAnte: Anticipated Data Reduction in Constrained Pattern Mining
”
, in
PKDD
, 2003, pp. 59-70.
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F. Bonchi
,
Giannotti, F.
,
Mazzanti, A.
, and
Pedreschi, D.
,
“
Exante: A Preprocessing Method for Frequent-Pattern Mining
”
,
IEEE Intelligent Systems
, vol. 20, pp. 25-31, 2005.
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F. Bonchi
,
Giannotti, F.
,
Mazzanti, A.
, and
Pedreschi, D.
,
“
ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint
”
, in
ICDM
, 2003, pp. 11-18.
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M. Berlingerio
,
Coscia, M.
,
Giannotti, F.
,
Monreale, A.
, and
Pedreschi, D.
,
“
Evolving networks: Eras and turning points
”
,
Intell. Data Anal.
, vol. 17, pp. 27–48, 2013.
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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
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A. Rossi
,
Pedreschi, D.
,
Clifton, D. A.
, and
Morelli, D.
,
“
Error Estimation of Ultra-Short Heart Rate Variability Parameters: Effect of Missing Data Caused by Motion Artifacts
”
,
Sensors
, vol. 20, p. 7122, 2020.
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P. Cintia
,
Pappalardo, L.
, and
Pedreschi, D.
,
“
"Engine Matters": {A} First Large Scale Data Driven Study on Cyclists' Performance
”
, in
13th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, TX, USA, December 7-10, 2013
, 2013.
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F. Giannotti
,
Nanni, M.
, and
Pedreschi, D.
,
“
Efficient Mining of Temporally Annotated Sequences
”
, in
SDM
, 2006.
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F. Bonchi
,
Giannotti, F.
,
Mazzanti, A.
, and
Pedreschi, D.
,
“
Efficient breadth-first mining of frequent pattern with monotone constraints
”
,
Knowl. Inf. Syst.
, vol. 8, pp. 131-153, 2005.
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F. Giannotti
,
Manco, G.
,
Nanni, M.
, and
Pedreschi, D.
,
“
On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases
”
, in
CSL
, 1998, pp. 58-72.
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