Franco Turini
Franco Turini
Professor of Computer Science, University of Pisa, Italy
Vahvistettu sähköpostiosoite verkkotunnuksessa di.unipi.it
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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
12782018
Discrimination-aware data mining
D Pedreshi, S Ruggieri, F Turini
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
5322008
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
1842009
Data mining for discrimination discovery
S Ruggieri, D Pedreschi, F Turini
ACM Transactions on Knowledge Discovery from Data (TKDD) 4 (2), 1-40, 2010
1812010
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
1532011
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
1222018
Preprocessing and mining web log data for web personalization
M Baglioni, U Ferrara, A Romei, S Ruggieri, F Turini
Congress of the Italian Association for Artificial Intelligence, 237-249, 2003
1222003
Modular logic programming
A Brogi, P Mancarella, D Pedreschi, F Turini
ACM Transactions on Programming Languages and Systems (TOPLAS) 16 (4), 1361-1398, 1994
1221994
A transformational approach to negation in logic programming
R Barbuti, P Mancarella, D Pedreschi, F Turini
The Journal of Logic Programming 8 (3), 201-228, 1990
1051990
DCUBE: Discrimination discovery in databases
S Ruggieri, D Pedreschi, F Turini
Proceedings of the 2010 ACM SIGMOD International Conference on Management of …, 2010
832010
Composition operators for logic theories
A Brogi, P Mancarella, D Pedreschi, F Turini
Computational Logic, 117-134, 1990
691990
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
602009
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
562012
KDDML: a middleware language and system for knowledge discovery in databases
A Romei, S Ruggieri, F Turini
Data & Knowledge Engineering 57 (2), 179-220, 2006
522006
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
482019
Mining clinical data with a temporal dimension: a case study
M Berlingerio, F Bonchi, F Giannotti, F Turini
2007 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2007
452007
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
432019
Coordinating interaction patterns
A Bracciali, A Brogi, F Turini
Proceedings of the 2001 ACM symposium on Applied computing, 159-165, 2001
432001
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
412020
Meta-Logics and Logic Programming
KR Apt, F Turini
411995
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Artikkelit 1–20