L.  Corbucci, Heikkila, M. A., Noguero, D. Solans, Monreale, A., and Kourtellis, N., ?PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning?, 2024.

G.  Mariani, Monreale, A., and Naretto, F., ?Privacy Risk Assessment of Individual Psychometric Profiles?, in Discovery Science - 24th International Conference, DS 2021, Halifax, NS, Canada, October 11-13, 2021, Proceedings, 2021.

F.  Naretto, Pellungrini, R., Monreale, A., Nardini, F. Maria, and Musolesi, M., ?Predicting and Explaining Privacy Risk Exposure in Mobility Data?, in Discovery Science, Cham, 2020.

F.  Naretto, Pellungrini, R., Nardini, F. Maria, and Giannotti, F., ?Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks?, in ECML PKDD 2020 Workshops, Cham, 2020.

F.  Pratesi, Gabrielli, L., Cintia, P., Monreale, A., and Giannotti, F., ?PRIMULE: Privacy risk mitigation for user profiles?, vol. 125, p. 101786, 2020.

L.  Pappalardo, Cintia, P., Ferragina, P., Massucco, E., Pedreschi, D., and Giannotti, F., ?PlayeRank: data-driven performance evaluation and player ranking in soccer via a machine learning approach?, ACM Transactions on Intelligent Systems and Technology (TIST), vol. 10, pp. 1?27, 2019.

R.  Pellungrini, Monreale, A., and Guidotti, R., ?Privacy Risk for Individual Basket Patterns?, in ECML PKDD 2018 Workshops, Cham, 2019.

L.  Pappalardo, Cintia, P., Rossi, A., Massucco, E., Ferragina, P., Pedreschi, D., and Giannotti, F., ?A public data set of spatio-temporal match events in soccer competitions?, Scientific data, vol. 6, pp. 1?15, 2019.

A.  Sirbu, Giannotti, F., Pedreschi, D., and Kertész, J., ?Public opinion and Algorithmic bias?, ERCIM News, 2019.

R.  Guidotti, Rossetti, G., Pappalardo, L., Giannotti, F., and Pedreschi, D., ?Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences?, IEEE Transactions on Knowledge and Data Engineering, 2018.

F.  Pratesi, Monreale, A., Trasarti, R., Giannotti, F., Pedreschi, D., and Yanagihara, T., ?PRUDEnce: a system for assessing privacy risk vs utility in data sharing ecosystems?, Transactions on Data Privacy, vol. 11, 2018.

F.  Pratesi, Monreale, A., Giannotti, F., and Pedreschi, D., ?Privacy Preserving Multidimensional Profiling?, in International Conference on Smart Objects and Technologies for Social Good, 2017.

V.  Grossi, Guns, T., Monreale, A., Nanni, M., and Nijssen, S., ?Partition-Based Clustering Using Constraint Optimization?, in Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach, Springer International Publishing, 2016, pp. 282?299.

A.  Sirbu and Babaoglu, O., ?Power Consumption Modeling and Prediction in a Hybrid CPU-GPU-MIC Supercomputer?, 22nd International European Conference on Parallel and Distributed Computing, Euro-Par 2016, vol. LNCS 9833. Springer LNCS, Grenoble, France, 2016.

A.  Sirbu and Babaoglu, O., ?Predicting System-level Power for a Hybrid Supercomputer?, in 2016 International Conference on High Performance Computing Simulation (HPCS), Innsbruck, Austria, 2016.

A.  Monreale and Wang, H. Wendy, ?Privacy-Preserving Outsourcing of Data Mining?, in 40th IEEE Annual Computer Software and Applications Conference, {COMPSAC} Workshops 2016, Atlanta, GA, USA, June 10-14, 2016,  Atlanta, GA, USA, 2016.

A.  Marrella, Monreale, A., Kloepper, B., and Krueger, M. W., ?Privacy-Preserving Outsourcing of Pattern Mining of Event-Log Data-A Use-Case from Process Industry?, in Cloud Computing Technology and Science (CloudCom), 2016 IEEE International Conference on, 2016.

A.  Sirbu, Becker, M., Caminiti, S., De Baets, B., Elen, B., Francis, L., Gravino, P., Hotho, A., Ingarra, S., Loreto, V., Molino, A., Mueller, J., Peters, J., Ricchiuti, F., Saracino, F., Servedio, V. D. P., Stumme, G., Theunis, J., Tria, F., and Van den Bossche, J., ?Participatory Patterns in an International Air Quality Monitoring Initiative.?, PLoS One, vol. 10, p. e0136763, 2015.

M.  Coscia, Pennacchioli, D., and Giannotti, F., ?Product assortment and customer mobility?, EPJ Data Science, vol. 4, pp. 1?18, 2015.

D.  Pennacchioli, Rossetti, G., Pappalardo, L., Pedreschi, D., Giannotti, F., and Coscia, M., ?The patterns of musical influence on the Last.Fm social network?, in 22nd Italian Symposium on Advanced Database Systems, {SEBD} 2014, Sorrento Coast, Italy, June 16-18, 2014., 2014.

A.  Basu, Monreale, A., Corena, J. C., Giannotti, F., Pedreschi, D., Kiyomoto, S., Miyake, Y., Yanagihara, T., and Trasarti, R., ?A Privacy Risk Model for Trajectory Data?, in Trust Management {VIII} - 8th {IFIP} {WG} 11.11 International Conference, {IFIPTM} 2014, Singapore, July 7-10, 2014. Proceedings, 2014, pp. 125?140.

A.  Monreale, Rinzivillo, S., Pratesi, F., Giannotti, F., and Pedreschi, D., ?Privacy-by-Design in Big Data Analytics and Social Mining?, EPJ Data Science, vol. 10, 2014.

P.  Mukala, Cerone, A., and Turini, F., ?Process mining event logs from FLOSS data: state of the art and perspectives?, in International Conference on Software Engineering and Formal Methods, 2014.

S.  Rinzivillo, Gabrielli, L., Nanni, M., Pappalardo, L., Pedreschi, D., and Giannotti, F., ?The purpose of motion: Learning activities from Individual Mobility Networks?, in International Conference on Data Science and Advanced Analytics, {DSAA} 2014, Shanghai, China, October 30 - November 1, 2014, 2014.

B.  Furletti, Gabrielli, L., Renso, C., and Rinzivillo, S., ?Pisa Tourism fluxes Observatory: deriving mobility indicators from GSM call habits?, in NetMob Conference 2013, 2013.

F.  Pratesi, Monreale, A., Wang, H. Wendy, Rinzivillo, S., Pedreschi, D., Andrienko, G., and Andrienko, N., ?Privacy-Aware Distributed Mobility Data Analytics?, in SEBD, Roccella Jonica, 2013.

A.  Monreale, Wang, H. Wendy, Pratesi, F., Rinzivillo, S., Pedreschi, D., Andrienko, G., and Andrienko, N., ?Privacy-Preserving Distributed Movement Data Aggregation?, in Geographic Information Science at the Heart of Europe, D.  Vandenbroucke, Bucher, B., and Crompvoets, J., Eds. Springer International Publishing, 2013, pp. 225-245.

F.  Giannotti, Lakshmanan, L. V. S., Monreale, A., Pedreschi, D., and Wang, H. Wendy, ?Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases?,  IEEE Systems Journal, 2013.

F. D. C.  Albuquerque, Casanova, M. A., de Carvalho, M. T. M., de Macêdo, J. A. F., and Renso, C., ?A Proactive Ap- plication to Monitor Truck Fleets?, in Mobile Data Management Conference, 2013, 2013.

F.  Giannotti, Lakshmanan, L. V. S., Monreale, A., Pedreschi, D., and Wang, H. Wendy, ?Privacy-preserving data mining from outsourced databases.?, in  the 3rd International Conference on Computers, Privacy, and Data Protection: An element of choice , 2011.

M.  Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., ?The pursuit of hubbiness: Analysis of hubs in large multidimensional networks?, J. Comput. Science, vol. 2, pp. 223-237, 2011.

A.  Monreale, Trasarti, R., Renso, C., Pedreschi, D., and Bogorny, V., ?Preserving privacy in semantic-rich trajectories of human mobility?, in SPRINGL, 2010, pp. 47-54.

G.  Tomei and Natilli, M., ?Poverty as a Social Condition: a Case Study on a Small Municipality in Tuscany?, in Global Recession: Regional Impacts on Housing, Jobs, Health and Wellbeing, 2009.

R. G.  Pensa, Monreale, A., Pinelli, F., and Pedreschi, D., ?Pattern-Preserving k-Anonymization of Sequences and its Application to Mobility Data Mining?, in PiLBA, 2008.

D.  Pedreschi, Bonchi, F., Turini, F., Verykios, V. S., Atzori, M., Malin, B., Moelans, B., and Saygin, Y., ?Privacy Protection: Regulations and Technologies, Opportunities and Threats?, in Mobility, Data Mining and Privacy, 2008, pp. 101-119.

M.  Atzori, Bonchi, F., Giannotti, F., Pedreschi, D., and Abul, O., ?Privacy-Aware Knowledge Discovery from Location Data?, in MDM, 2007, pp. 283-287.

B.  Furletti, Bellandi, A., Romei, A., and Grossi, V., ?PUSHING CONSTRAINTS IN ASSOCIATION RULE MINING: AN ONTOLOGY-BASED APPROACH ?, in  IADIS International Conference WWW/Internet 2007, 2007.

F.  Bonchi and Giannotti, F., ?Pushing Constraints to Detect Local Patterns?, in Local Pattern Detection, 2004, pp. 1-19.

V.  Verma, Betti, G., Ballini, F., Natilli, M., and Galgani, S., ?Personal income in the gross and net forms: applications of the Siena Micro-Simulation Model (SM2)?, in conference of the Società Italiana di Economia, Demografia e Statistica (SIEDS), Campobasso, 2003.

F.  Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., ?Pre-processing for Constrained Pattern Mining?, in SEBD, 2003, pp. 519-530.

F.  Giannotti, Greco, S., Saccà, D., and Zaniolo, C., ?Programming with Non-Determinism in Deductive Databases?, Ann. Math. Artif. Intell., vol. 19, pp. 97-125, 1997.

D.  Pedreschi, ?A Proof Method for Runtime Properties of Prolog Programs?, in ICLP, 1994, pp. 584-598.

P.  Mascellani and Pedreschi, D., ?Proving termination of Prolog programs?, in GULP-PRODE (1), 1994, pp. 46-61.

K. R.  Apt and Pedreschi, D., ?Proving Termination of General Prolog Programs?, in TACS, 1991, pp. 265-289.

B.  Bertolino, Mancarella, P., Meo, L., Nini, L., Pedreschi, D., and Turini, F., ?A Progress Report on the LML Project?, in FGCS, 1988, pp. 675-684.