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2021
F. Bodria
,
Giannotti, F.
,
Guidotti, R.
,
Naretto, F.
,
Pedreschi, D.
, and
Rinzivillo, S.
,
“
Benchmarking and Survey of Explanation Methods for Black Box Models
”
,
CoRR
, vol. abs/2102.13076, 2021.
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2020
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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R. Guidotti
,
Monreale, A.
,
Matwin, S.
, and
Pedreschi, D.
,
“
Black Box Explanation by Learning Image Exemplars in the Latent Feature Space
”
, in
Machine Learning and Knowledge Discovery in Databases
, Cham, 2020.
DOI
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2016
B. Furletti
,
Fadda, D.
,
Piccini, L.
,
Nanni, M.
, and
Lattarulo, P.
,
“
Big Data and Public Administration: a case study for Tuscany Airports
”
, in
SEBD - Italian Symposium on Advanced Database Systems
, Ugento, Lecce (Italy), 2016.
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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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2015
R. Guidotti
,
Coscia, M.
,
Pedreschi, D.
, and
Pennacchioli, D.
,
“
Behavioral Entropy and Profitability in Retail
”
, in
IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA'2015)
, Paris, 2015.
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A. Balliu
,
Olivetti, D.
,
Babaoglu, O.
,
Marzolla, M.
, and
Sirbu, A.
,
“
A Big Data Analyzer for Large Trace Logs
”
,
Computing
, 2015.
DOI
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2014
A. Balliu
,
Olivetti, D.
,
Babaoglu, O.
,
Marzolla, M.
, and
Sirbu, A.
,
“
BiDAl: Big Data Analyzer for Cluster Traces
”
, in
Informatika (BigSys workshop)
, 2014.
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B. Furletti
,
Trasarti, R.
,
Gabrielli, L.
,
Nanni, M.
, and
Pedreschi, D.
,
“
Big data analytics for smart mobility: a case study
”
, in
EDBT/ICDT 2014 Workshops - Mining Urban Data (MUD)
, Athens, Greece, 2014.
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2013
R. Fileto
,
Krger, M.
,
Pelekis, N.
,
Theodoridis, Y.
, and
Renso, C.
,
“
Baquara: A Holistic Ontological Framework for Movement Analysis with Linked Data
”
, in
Entity Relationship Conference - ER 2013
, Hong Kong, 2013.
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2007
M. Baglioni
,
Masserotti, M. V.
,
Renso, C.
, and
Spinsanti, L.
,
“
Building Geospatial Ontologies from Geographical Databases
”
, in
GeoS
, 2007, pp. 195-209.
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2005
M. Atzori
,
Bonchi, F.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
Blocking Anonymity Threats Raised by Frequent Itemset Mining
”
, in
ICDM
, 2005, pp. 561-564.
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2004
D. Pedreschi
and
Ruggieri, S.
,
“
Bounded Nondeterminism of Logic Programs
”
,
Ann. Math. Artif. Intell.
, vol. 42, pp. 313-343, 2004.
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1999
F. Giannotti
,
Jeansoulin, R.
, and
Theodoridis, Y.
,
“
Beyond Current Technology: The Perspective of Three EC GIS Projects
”
, in
DEXA Workshop
, 1999, p. 510.
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D. Pedreschi
and
Ruggieri, S.
,
“
Bounded Nondeterminism of Logic Programs
”
, in
ICLP
, 1999, pp. 350-364.
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