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Anna Monreale
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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
45542018
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
7802009
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
5182018
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
2822019
Movement data anonymity through generalization.
A Monreale, GL Andrienko, NV Andrienko, F Giannotti, D Pedreschi, ...
Trans. Data Priv. 3 (2), 91-121, 2010
2282010
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
2082019
Multidimensional networks: foundations of structural analysis
M Berlingerio, M Coscia, F Giannotti, A Monreale, D Pedreschi
World Wide Web 16, 567-593, 2013
1992013
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
1892013
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
1862011
Glocalx-from local to global explanations of black box ai models
M Setzu, R Guidotti, A Monreale, F Turini, D Pedreschi, F Giannotti
Artificial Intelligence 294, 103457, 2021
1212021
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
1172015
Myway: Location prediction via mobility profiling
R Trasarti, R Guidotti, A Monreale, F Giannotti
Information Systems 64, 350-367, 2017
1052017
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
922014
Black box explanation by learning image exemplars in the latent feature space
R Guidotti, A Monreale, S Matwin, D Pedreschi
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
872020
Pattern-preserving k-anonymization of sequences and its application to mobility data mining
RG Pensa, A Monreale, F Pinelli, D Pedreschi
CEUR Workshop Proceedings 397, 44-60, 2008
822008
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
792011
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
732013
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
712021
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
682011
A data mining approach to assess privacy risk in human mobility data
R Pellungrini, L Pappalardo, F Pratesi, A Monreale
ACM Transactions on Intelligent Systems and Technology (TIST) 9 (3), 1-27, 2017
592017
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