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Salvatore Ruggieri
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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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R. Guidotti
,
Monreale, A.
,
Ruggieri, S.
,
Pedreschi, D.
,
Turini, F.
, and
Giannotti, F.
,
“
Local Rule-Based Explanations of Black Box Decision Systems
”
, 2018.
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Journal Article
F. Bonchi
,
Giannotti, F.
,
Gozzi, C.
,
Manco, G.
,
Nanni, M.
,
Pedreschi, D.
,
Renso, C.
, and
Ruggieri, S.
,
“
Web Log Data Warehousing and Mining for Intelligent Web Caching
”
,
Data and Knowledge Engineering
, 2001.
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F. Bonchi
,
Giannotti, F.
,
Gozzi, C.
,
Manco, G.
,
Nanni, M.
,
Pedreschi, D.
,
Renso, C.
, and
Ruggieri, S.
,
“
Web log data warehousing and mining for intelligent web caching
”
,
Data Knowl. Eng.
, vol. 39, pp. 165-189, 2001.
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F. Bonchi
,
Giannotti, F.
,
Gozzi, C.
,
Manco, G.
,
Nanni, M.
,
Pedreschi, D.
,
Renso, C.
, and
Ruggieri, S.
,
“
Web log data warehousing and mining for intelligent web caching
”
,
Data Knowl. Eng.
, vol. 39, pp. 165-189, 2001.
Google Scholar
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D. Pedreschi
and
Ruggieri, S.
,
“
Weakest Preconditions for Pure Prolog Programs
”
,
Inf. Process. Lett.
, vol. 67, pp. 145-150, 1998.
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D. Pedreschi
and
Ruggieri, S.
,
“
Verification of Meta-Interpreters
”
,
J. Log. Comput.
, vol. 7, pp. 267-303, 1997.
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D. Pedreschi
and
Ruggieri, S.
,
“
Verification of Logic Programs
”
,
J. Log. Program.
, vol. 39, pp. 125-176, 1999.
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S. Ruggieri
,
“
Using t-closeness anonymity to control for non-discrimination.
”
,
Trans. Data Privacy
, vol. 7, pp. 99–129, 2014.
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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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A. Baroni
and
Ruggieri, S.
,
“
Segregation discovery in a social network of companies
”
,
Journal of Intelligent Information Systems
, 2017.
DOI
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P. Eirinakis
,
Ruggieri, S.
,
Subramani, K.
, and
Wojciechowski, P.
,
“
On quantified linear implications
”
,
Annals of Mathematics and Artificial Intelligence
, vol. 71, pp. 301–325, 2014.
DOI
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A. Romei
and
Ruggieri, S.
,
“
A multidisciplinary survey on discrimination analysis
”
,
The Knowledge Engineering Review
, vol. 29, pp. 582–638, 2014.
DOI
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A. Rita Nogueira
,
Pugnana, A.
,
Ruggieri, S.
,
Pedreschi, D.
, and
Gama, J.
,
“
Methods and tools for causal discovery and causal inference
”
,
WIREs Data Mining Knowl. Discov.
, vol. 12, 2022.
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C. Renso
and
Ruggieri, S.
,
“
A Mediator Approach for Representing Knowledge
”
,
Intelligent Multimedia Presentation Systems. Human Computer Interaction Letters, 1 (1): 32-38, April 1998.
, 1998.
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D. Pedreschi
and
Ruggieri, S.
,
“
On Logic Programs That Do Not Fail
”
,
Electr. Notes Theor. Comput. Sci.
, vol. 30, 1999.
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D. Pedreschi
and
Ruggieri, S.
,
“
On logic programs that always succeed
”
,
Sci. Comput. Program.
, vol. 48, pp. 163-196, 2003.
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S. Ruggieri
,
“
Introduction to the special issue on Artificial Intelligence for Society and Economy
”
,
Intelligenza Artificiale
, vol. 9, pp. 23–23, 2015.
DOI
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S. Mascetti
,
Ricci, A.
, and
Ruggieri, S.
,
“
Introduction to special issue on computational methods for enforcing privacy and fairness in the knowledge society
”
,
Artificial Intelligence and Law
, vol. 22, pp. 109–111, 2014.
DOI
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M. Nanni
,
Andrienko, G.
,
Barabasi, A. - L.
,
Boldrini, C.
,
Bonchi, F.
,
Cattuto, C.
,
Chiaromonte, F.
,
Comandé, G.
,
Conti, M.
,
Coté, M.
,
Dignum, F.
,
Dignum, V.
,
Domingo-Ferrer, J.
,
Ferragina, P.
,
Giannotti, F.
,
Guidotti, R.
,
Helbing, D.
,
Kaski, K.
,
Kertész, J.
,
Lehmann, S.
,
Lepri, B.
,
Lukowicz, P.
,
Matwin, S.
,
Jiménez, D. Megías
,
Monreale, A.
,
Morik, K.
,
Oliver, N.
,
Passarella, A.
,
Passerini, A.
,
Pedreschi, D.
,
Pentland, A.
,
Pianesi, F.
,
Pratesi, F.
,
Rinzivillo, S.
,
Ruggieri, S.
,
Siebes, A.
,
Torra, V.
,
Trasarti, R.
,
van den Hoven, J.
, and
Vespignani, A.
,
“
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
”
, 2021.
DOI
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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.
DOI
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F. Lillo
and
Ruggieri, S.
,
“
Estimating the Total Volume of Queries to a Search Engine
”
,
IEEE Transactions on Knowledge and Data Engineering
, pp. 1-1, 2021.
DOI
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A. Baroni
,
Conte, A.
,
Patrignani, M.
, and
Ruggieri, S.
,
“
Efficiently Clustering Very Large Attributed Graphs
”
,
arXiv preprint arXiv:1703.08590
, 2017.
DOI
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A. Romei
,
Ruggieri, S.
, and
Turini, F.
,
“
Discrimination discovery in scientific project evaluation: A case study
”
,
Expert Systems with Applications
, vol. 40, pp. 6064–6079, 2013.
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M. Aldinucci
,
Ruggieri, S.
, and
Torquati, M.
,
“
Decision tree building on multi-core using FastFlow
”
,
Concurrency and Computation: Practice and Experience
, vol. 26, pp. 800–820, 2014.
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