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G
F. Giannotti
and
Pedreschi, D.
,
Mobility, Data Mining and Privacy - Geographic Knowledge Discovery
. Springer, 2008.
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F. Giannotti
,
Manco, G.
, and
Pedreschi, D.
,
“
A Deductive Data Model for Representing and Querying Semistructured Data
”
, in
APPIA-GULP-PRODE
, 1997, pp. 129-140.
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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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F. Giannotti
,
Manco, G.
, and
Wijsen, J.
,
“
Logical Languages for Data Mining
”
, in
Logics for Emerging Applications of Databases
, 2003, pp. 325-361.
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F. Giannotti
and
Pedreschi, D.
,
“
Datalog with Non-Deterministic Choice Computers NDB-PTIME
”
,
J. Log. Program.
, vol. 35, pp. 79-101, 1998.
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F. Giannotti
and
Pedreschi, D.
,
“
Mobility, Data Mining and Privacy: A Vision of Convergence
”
, in
Mobility, Data Mining and Privacy
, 2008, pp. 1-11.
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F. Giannotti
,
Manco, G.
,
Nanni, M.
, and
Pedreschi, D.
,
“
Query Answering in Nondeterministic, Nonmonotonic Logic Databases
”
, in
FQAS
, 1998, pp. 175-187.
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F. Giannotti
,
Mazzoni, A.
,
Puntoni, S.
, and
Renso, C.
,
“
Synthetic generation of cellular network positioning data
”
, in
GIS
, 2005, pp. 12-20.
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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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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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F. Giannotti
,
Nanni, M.
,
Pedreschi, D.
, and
Pinelli, F.
,
“
Trajectory pattern analysis for urban traffic
”
, in
Second International Workshop on Computational Transportation Science
, SEATTLE, USA, 2009, pp. 43-47.
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P. Gravino
,
Sirbu, A.
,
Becker, M.
,
Servedio, V. D. P.
, and
Loreto, V.
,
“
Experimental Assessment of the Emergence of Awareness and Its Influence on Behavioral Changes: The Everyaware Lesson
”
, in
Participatory Sensing, Opinions and Collective Awareness
, Springer, 2017, pp. 337–362.
DOI
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P. Gravino
,
Caminiti, S.
,
Sirbu, A.
,
Tria, F.
,
Servedio, V. D. P.
, and
Loreto, V.
,
“
Unveiling Political Opinion Structures with a Web-experiment
”
, in
Proceedings of the 1st International Conference on Complex Information Systems
, 2016.
DOI
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V. Grossi
,
Guns, T.
,
Monreale, A.
,
Nanni, M.
, and
Nijssen, S.
,
“
Partition-Based Clustering Using Constraint Optimization
”
, in
Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach
, Springer International Publishing, 2016, pp. 282–299.
DOI
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V. Grossi
,
Monreale, A.
,
Nanni, M.
,
Pedreschi, D.
, and
Turini, F.
,
“
Clustering Formulation Using Constraint Optimization
”
, in
Software Engineering and Formal Methods - {SEFM} 2015 Collocated Workshops: ATSE, HOFM, MoKMaSD, and VERY*SCART, York, UK, September 7-8, 2015, Revised Selected Papers
, 2015.
DOI
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V. Grossi
,
Romei, A.
, and
Ruggieri, S.
,
“
A Case Study in Sequential Pattern Mining for IT-Operational Risk
”
, in
ECML/PKDD (1)
, 2008, pp. 424-439.
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V. Grossi
,
Pedreschi, D.
, and
Turini, F.
,
“
Data Mining and Constraints: An Overview
”
, in
Data Mining and Constraint Programming
, Springer International Publishing, 2016, pp. 25–48.
DOI
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V. Grossi
,
Romei, A.
, and
Turini, F.
,
“
Survey on using constraints in data mining
”
,
Data Mining and Knowledge Discovery
, vol. 31, pp. 424–464, 2017.
DOI
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B. Guidi
,
Michienzi, A.
, and
Rossetti, G.
,
“
Towards the dynamic community discovery in decentralized online social networks
”
,
Journal of Grid Computing
, vol. 17, pp. 23–44, 2019.
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B. Guidi
,
Michienzi, A.
, and
Rossetti, G.
,
“
Dynamic community analysis in decentralized online social networks
”
, in
European Conference on Parallel Processing
, 2017.
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R. Guidotti
,
Monreale, A.
, and
Pedreschi, D.
,
“
The AI black box Explanation Problem
”
,
ERCIM NEWS
, pp. 12–13, 2019.
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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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R. Guidotti
,
Rossetti, G.
, and
Pedreschi, D.
,
“
Audio Ergo Sum
”
, in
Federation of International Conferences on Software Technologies: Applications and Foundations
, 2016.
DOI
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R. Guidotti
,
Monreale, A.
, and
Cariaggi, L.
,
“
Investigating Neighborhood Generation Methods for Explanations of Obscure Image Classifiers
”
, in
Pacific-Asia Conference on Knowledge Discovery and Data Mining
, 2019.
DOI
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R. Guidotti
and
Ruggieri, S.
,
“
On The Stability of Interpretable Models
”
, in
2019 International Joint Conference on Neural Networks (IJCNN)
, 2019.
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