Anna Monreale
Anna Monreale
Verified email at di.unipi.it
Title
Cited by
Cited by
Year
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
14992018
Wherenext: a location predictor on trajectory pattern mining
A Monreale, F Pinelli, R Trasarti, F Giannotti
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
6752009
Movement data anonymity through generalization.
A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ...
Trans. Data Priv. 3 (2), 91-121, 2010
1972010
Privacy-preserving mining of association rules from outsourced transaction databases
F Giannotti, LVS Lakshmanan, A Monreale, D Pedreschi, H Wang
IEEE Systems Journal 7 (3), 385 - 395, 2013
1772013
Multidimensional networks: foundations of structural analysis
M Berlingerio, M Coscia, F Giannotti, A Monreale, D Pedreschi
World Wide Web 16 (5-6), 567-593, 2013
1632013
Foundations of multidimensional network analysis
M Berlingerio, M Coscia, F Giannotti, A Monreale, D Pedreschi
2011 international conference on advances in social networks analysis and …, 2011
1572011
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
1442018
Discrimination-and privacy-aware patterns
S Hajian, J Domingo-Ferrer, A Monreale, D Pedreschi, F Giannotti
Data Mining and Knowledge Discovery 29 (6), 1733-1782, 2015
772015
Pattern-preserving k-anonymization of sequences and its application to mobility data mining
RG Pensa, A Monreale, F Pinelli, D Pedreschi
International Workshop on Privacy in Location-Based Applications PiLBA'08 …, 2008
712008
Privacy-by-design in big data analytics and social mining
A Monreale, S Rinzivillo, F Pratesi, F Giannotti, D Pedreschi
EPJ Data Science 3, 1-26, 2014
702014
Myway: Location prediction via mobility profiling
R Trasarti, R Guidotti, A Monreale, F Giannotti
Information Systems 64, 350-367, 2017
682017
C-safety: a framework for the anonymization of semantic trajectories.
A Monreale, R Trasarti, D Pedreschi, C Renso, V Bogorny
Trans. Data Priv. 4 (2), 73-101, 2011
662011
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
562019
The pursuit of hubbiness: analysis of hubs in large multidimensional networks
M Berlingerio, M Coscia, F Giannotti, A Monreale, D Pedreschi
Journal of Computational Science 2 (3), 223-237, 2011
562011
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
532019
Quantification trees
L Milli, A Monreale, G Rossetti, F Giannotti, D Pedreschi, F Sebastiani
2013 IEEE 13th International Conference on Data Mining, 528-536, 2013
472013
Classifying trust/distrust relationships in online social networks
G Bachi, M Coscia, A Monreale, F Giannotti
2012 International Conference on Privacy, Security, Risk and Trust and 2012 …, 2012
462012
Privacy-preserving data mining from outsourced databases
F Giannotti, LVS Lakshmanan, A Monreale, D Pedreschi, HW Wang
Computers, Privacy and Data Protection: an Element of Choice, 411-426, 2011
442011
Privacy-preserving data mining from outsourced databases
F Giannotti, LVS Lakshmanan, A Monreale, D Pedreschi, HW Wang
Computers, Privacy and Data Protection: an Element of Choice, 411-426, 2011
442011
Movement data anonymity through generalization
G Andrienko, N Andrienko, F Giannotti, A Monreale, D Pedreschi
Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on …, 2009
382009
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Articles 1–20