S. Hajian, J. Domingo-Ferrer, A. Monreale, D. Pedreschi, F. Giannotti. Discrimination- and privacy-aware patterns. Published at Data Mining and Knowledge Discovery, 2014.
A. Monreale, S. Rinzivillo, F. Pratesi, F. Giannotti and D. Pedreschi. Privacy-by-design in big data analytics and social mining. Published at EPJ Data Science 2014.
A. Monreale, W.H. Wang, F. Pratesi, S. Rinzivillo, D. Pedreschi, G. Andrienko, and N. Andrienko. Privacy-preserving Distributed Movement Data Aggregation. Accepted for publication in AGILE, 2013.
R. Liu, H. Wang, A. Monreale, D. Pedreschi, F. Giannotti, W. Guo. AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems. ECML PKDD 2012, pages: 1-18, 2012.
F. Giannotti, L.V.S. Lakshmanan, A. Monreale, D. Pedreschi, H. Wang . Privacy-preserving Mining of Association Rules from Outsourced Transaction Databases in Clouds. IEEE Systems Journal, in press.
M. Berlingerio, M. Coscia, F. Giannotti, A. Monreale, D. Pedreschi. Multidimensional Networks: Foundations of Structural Analysis. WWWJ, 2012 (to appear).