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Franco Turini
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D. Pedreschi
,
Giannotti, F.
,
Guidotti, R.
,
Monreale, A.
,
Ruggieri, S.
, and
Turini, F.
,
“
Meaningful explanations of Black Box AI decision systems
”
, in
Proceedings of the AAAI Conference on Artificial Intelligence
, 2019.
DOI
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D. Pedreschi
,
Ruggieri, S.
, and
Turini, F.
,
“
Measuring Discrimination in Socially-Sensitive Decision Records
”
, in
SDM
, 2009, pp. 581-592.
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A. Brogi
,
Mancarella, P.
,
Pedreschi, D.
, and
Turini, F.
,
“
Meta for Modularising Logic Programming
”
, in
META
, 1992, pp. 105-119.
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M. Berlingerio
,
Bonchi, F.
,
Giannotti, F.
, and
Turini, F.
,
“
Mining Clinical Data with a Temporal Dimension: A Case Study
”
, in
BIBM
, 2007, pp. 429-436.
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M. Berlingerio
,
Bonchi, F.
,
Curcio, M.
,
Giannotti, F.
, and
Turini, F.
,
“
Mining Clinical, Immunological, and Genetic Data of Solid Organ Transplantation
”
, in
Biomedical Data and Applications
, 2009, pp. 211-236.
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B. Furletti
and
Turini, F.
,
“
Mining Influence Rules out of Ontologies
”
, in
International Conference on Software and Data Technologies (ICSOFT)
, Siviglia, Spagna, 2011.
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P. Mukala
,
Cerone, A.
, and
Turini, F.
,
“
Mining learning processes from FLOSS mailing archives
”
, in
Conference on e-Business, e-Services and e-Society
, 2015.
DOI
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F. Giannotti
,
Pedreschi, D.
, and
Turini, F.
,
“
Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project
”
, in
PinKDD
, 2008, pp. 25-32.
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A. Brogi
,
Mancarella, P.
,
Pedreschi, D.
, and
Turini, F.
,
“
Modular Logic Programming
”
,
ACM Trans. Program. Lang. Syst.
, vol. 16, pp. 1361-1398, 1994.
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N
M. Nanni
,
Raffaetà, A.
,
Renso, C.
, and
Turini, F.
,
“
\newblock{A Declarative Framework for Reasoning on Spatio-temporal Data}
”
, 2004.
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O
P. Mukala
,
Cerone, A.
, and
Turini, F.
,
“
Ontolifloss: Ontology for learning processes in FLOSS communities
”
, in
International Conference on Software Engineering and Formal Methods
, 2014.
DOI
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M. Baglioni
,
Bellandi, A.
,
Furletti, B.
,
Spinsanti, L.
, and
Turini, F.
,
“
Ontology-Based Business Plan Classification
”
, in
EDOC
, 2008, pp. 365-371.
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F. Turini
,
Furletti, B.
,
Baglioni, M.
,
Spinsanti, L.
, and
Bellandi, A.
,
“
Ontology-Based Business Plan Classification
”
, in
Enterprise Distributed Object Computing Conference (EDOC)
, 2008.
DOI
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D. Pedreschi
,
Giannotti, F.
,
Guidotti, R.
,
Monreale, A.
,
Pappalardo, L.
,
Ruggieri, S.
, and
Turini, F.
,
“
Open the Black Box Data-Driven Explanation of Black Box Decision Systems
”
, 2018.
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D. Aquilino
,
Asirelli, P.
,
Renso, C.
, and
Turini, F.
,
“
An Operator for Composing Deductive Databases with Theories of Constraints
”
, in
LPNMR
, 1995, pp. 57-70.
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D. Aquilino
,
Asirelli, P.
,
Renso, C.
, and
Turini, F.
,
“
An Operator for Composing Deductive Databases with Theories of Constraints
”
, pp. 57–70, 1995.
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P
D. Pedreschi
,
Bonchi, F.
,
Turini, F.
,
Verykios, V. S.
,
Atzori, M.
,
Malin, B.
,
Moelans, B.
, and
Saygin, Y.
,
“
Privacy Protection: Regulations and Technologies, Opportunities and Threats
”
, in
Mobility, Data Mining and Privacy
, 2008, pp. 101-119.
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P. Mukala
,
Cerone, A.
, and
Turini, F.
,
“
Process mining event logs from FLOSS data: state of the art and perspectives
”
, in
International Conference on Software Engineering and Formal Methods
, 2014.
DOI
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B. Bertolino
,
Mancarella, P.
,
Meo, L.
,
Nini, L.
,
Pedreschi, D.
, and
Turini, F.
,
“
A Progress Report on the LML Project
”
, in
FGCS
, 1988, pp. 675-684.
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Q
A. Raffaetà
,
Renso, C.
, and
Turini, F.
,
“
Qualitative Reasoning in a Spatio-Temporal Language
”
, in
SEBD
, 2002, pp. 105-118.
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A. Raffaetà
,
Renso, C.
, and
Turini, F.
,
“
Qualitative Spatial Reasoning in a Logical Framework
”
, in
AI*IA
, 2003, pp. 78-90.
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S
M. Nanni
,
Raffaetà, A.
,
Renso, C.
, and
Turini, F.
,
“
Spatio-Temporal Data
”
,
Spatio-Temporal Databases: Flexible Querying and Reasoning
, p. 75, 2013.
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F. Giannotti
,
Manco, G.
, and
Turini, F.
,
“
Specifying Mining Algorithms with Iterative User-Defined Aggregates: A Case Study
”
, in
PKDD
, 2001, pp. 128-139.
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F. Giannotti
,
Manco, G.
, and
Turini, F.
,
“
Specifying Mining Algorithms with Iterative User-Defined Aggregates
”
,
IEEE Trans. Knowl. Data Eng.
, vol. 16, pp. 1232-1246, 2004.
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R. Guidotti
,
Monreale, A.
,
Ruggieri, S.
,
Turini, F.
,
Giannotti, F.
, and
Pedreschi, D.
,
“
A survey of methods for explaining black box models
”
,
ACM computing surveys (CSUR)
, vol. 51, p. 93, 2018.
DOI
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