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.
F. Giannotti, L. Milli, A. Monreale, D. Pedreschi, G. Rossetti, and F. Sebastiani. Quantification Trees. Published at ICDM 2013
I’m organizing the 1st International Workshop on Privacy and Security for Moving Object (PriSMO 2013). In conjunction with MDM 2013, Milan, June 3, 2013.
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).