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Salvatore Ruggieri
Salvatore Ruggieri
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A survey of methods for explaining black box models
R Guidotti, A Monreale, S Ruggieri, F Turini, F Giannotti, D Pedreschi
ACM computing surveys (CSUR) 51 (5), 1-42, 2018
39352018
Discrimination-aware data mining
D Pedreshi, S Ruggieri, F Turini
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
8082008
Efficient C4. 5 [classification algorithm]
S Ruggieri
IEEE transactions on knowledge and data engineering 14 (2), 438-444, 2002
5802002
Bias in data‐driven artificial intelligence systems—An introductory survey
E Ntoutsi, P Fafalios, U Gadiraju, V Iosifidis, W Nejdl, ME Vidal, S Ruggieri, ...
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (3 …, 2020
5102020
Local rule-based explanations of black box decision systems
R Guidotti, A Monreale, S Ruggieri, D Pedreschi, F Turini, F Giannotti
arXiv preprint arXiv:1805.10820, 2018
4472018
A multidisciplinary survey on discrimination analysis
A Romei, S Ruggieri
The Knowledge Engineering Review 29 (5), 582-638, 2014
3302014
A standard reference model for intelligent multimedia presentation systems
M Bordegoni, G Faconti, S Feiner, MT Maybury, T Rist, S Ruggieri, ...
Computer standards & interfaces 18 (6-7), 477-496, 1997
2611997
Factual and counterfactual explanations for black box decision making
R Guidotti, A Monreale, F Giannotti, D Pedreschi, S Ruggieri, F Turini
IEEE Intelligent Systems 34 (6), 14-23, 2019
2262019
Measuring discrimination in socially-sensitive decision records
D Pedreschi, S Ruggieri, F Turini
Proceedings of the 2009 SIAM international conference on data mining, 581-592, 2009
2252009
k-NN as an implementation of situation testing for discrimination discovery and prevention
BT Luong, S Ruggieri, F Turini
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
2232011
Data mining for discrimination discovery
S Ruggieri, D Pedreschi, F Turini
ACM Transactions on Knowledge Discovery from Data (TKDD) 4 (2), 1-40, 2010
2202010
Meaningful explanations of black box AI decision systems
D Pedreschi, F Giannotti, R Guidotti, A Monreale, S Ruggieri, F Turini
Proceedings of the AAAI conference on artificial intelligence 33 (01), 9780-9784, 2019
1832019
Preprocessing and mining web log data for web personalization
M Baglioni, U Ferrara, A Romei, S Ruggieri, F Turini
AI* IA 2003: Advances in Artificial Intelligence: 8th Congress of the …, 2003
1252003
Web log data warehousing and mining for intelligent web caching
F Bonchi, F Giannotti, C Gozzi, G Manco, M Nanni, D Pedreschi, C Renso, ...
Data & Knowledge Engineering 39 (2), 165-189, 2001
1192001
DCUBE: Discrimination discovery in databases
S Ruggieri, D Pedreschi, F Turini
Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010
852010
Methods and tools for causal discovery and causal inference
AR Nogueira, A Pugnana, S Ruggieri, D Pedreschi, J Gama
Wiley interdisciplinary reviews: data mining and knowledge discovery 12 (2 …, 2022
742022
Integrating induction and deduction for finding evidence of discrimination
D Pedreschi, S Ruggieri, F Turini
Proceedings of the 12th International Conference on Artificial Intelligence …, 2009
712009
A study of top-k measures for discrimination discovery
D Pedreschi, S Ruggieri, F Turini
Proceedings of the 27th Annual ACM Symposium on Applied Computing, 126-131, 2012
672012
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
M Nanni, G Andrienko, AL Barabási, C Boldrini, F Bonchi, C Cattuto, ...
Ethics and Information Technology 23 (1), 1-6, 2021
662021
Achieving quality in natural language requirements
F Fabbrini, M Fusani, V Gervasi, S Gnesi, S Ruggieri
Proceedings of the 11th International Software Quality Week, 4-5, 1998
541998
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Artículos 1–20