D.  Gambetta, Mauro, G., and Pappalardo, L., ?Mobility Constraints in Segregation Models?, Scientific Reports, vol. 13, p. 12087, 2023.

A.  Pugnana and Ruggieri, S., ?A Model-Agnostic Heuristics for Selective Classification?, in Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, 2023, Washington, DC, USA, February 7-14, 2023, 2023.

A. Rita Nogueira, Pugnana, A., Ruggieri, S., Pedreschi, D., and Gama, J., ?Methods and tools for causal discovery and causal inference?, WIREs Data Mining Knowl. Discov., vol. 12, 2022.

M.  Fontana, Naretto, F., Monreale, A., and Giannotti, F., ?Monitoring Fairness in HOLDA?, in HHAI 2022: Augmenting Human Intellect - Proceedings of the First International Conference on Hybrid Human-Artificial Intelligence, Amsterdam, The Netherlands, 13-17 June 2022, 2022.

G.  Cornacchia and Pappalardo, L., ?A Mechanistic Data-Driven Approach to Synthesize Human Mobility Considering the Spatial, Temporal, and Social Dimensions Together?, ISPRS International Journal of Geo-Information, vol. 10, p. 599, 2021.

P.  Bonato, Cintia, P., Fabbri, F., Fadda, D., Giannotti, F., Lopalco, P. Luigi, Mazzilli, S., Nanni, M., Pappalardo, L., Pedreschi, D., Penone, F., Rinzivillo, S., Rossetti, G., Savarese, M., and Tavoschi, L., ?Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown?. 2020.

R.  Pellungrini, Pappalardo, L., Simini, F., and Monreale, A., ?Modeling Adversarial Behavior Against Mobility Data Privacy?, IEEE Transactions on Intelligent Transportation SystemsIEEE Transactions on Intelligent Transportation Systems, pp. 1 - 14, 2020.

G.  Cornacchia, Rossetti, G., and Pappalardo, L., ?Modelling Human Mobility considering Spatial, Temporal and Social Dimensions?, arXiv preprint arXiv:2007.02371, 2020.

D.  Pedreschi, Giannotti, F., Guidotti, R., Monreale, A., Ruggieri, S., and Turini, F., ?Meaningful explanations of Black Box AI decision systems?, in Proceedings of the AAAI Conference on Artificial Intelligence, 2019.

R.  Guidotti, Rossetti, G., Pappalardo, L., Giannotti, F., and Pedreschi, D., ?Market Basket Prediction using User-Centric Temporal Annotated Recurring Sequences?, in 2017 IEEE International Conference on Data Mining (ICDM), 2017.

M.  Nanni, Trasarti, R., and Giannotti, F., ?Movement Behaviour Recognition for Water Activities?, in Personal Analytics and Privacy. An Individual and Collective Perspective - First International Workshop, {PAP} 2017, Held in Conjunction with {ECML} {PKDD} 2017, Skopje, Macedonia, September 18, 2017, Revised Selected Papers, 2017.

R.  Trasarti, Guidotti, R., Monreale, A., and Giannotti, F., ?MyWay: Location prediction via mobility profiling?, Information Systems, vol. 64, pp. 350?367, 2017.

A.  Botea, Braghin, S., Lopes, N., Guidotti, R., and Pratesi, F., ?Managing travels with PETRA: The Rome use case?, in 2015 31st IEEE International Conference on Data Engineering Workshops (ICDEW), 2015.

P.  Mukala, Cerone, A., and Turini, F., ?Mining learning processes from FLOSS mailing archives?, in Conference on e-Business, e-Services and e-Society, 2015.

M.  Berlingerio, Bicer, V., Botea, A., Braghin, S., Lopes, N., Guidotti, R., and Pratesi, F., ?Mobility Mining for Journey Planning in Rome?, in Machine Learning and Knowledge Discovery in Databases, 2015.

V. M.  de Lira, Rinzivillo, S., Times, V. C., and Renso, C., ?{MAPMOLTY:} {A} Web Tool for Discovering Place Loyalty Based on Mobile Crowdsource Data?, in Web Engineering, 14th International Conference, {ICWE} 2014, Toulouse, France, July 1-4, 2014. Proceedings, 2014, pp. 528?531.

P.  Cintia, Pappalardo, L., and Pedreschi, D., ?Mining efficient training patterns of non-professional cyclists?, in 22nd Italian Symposium on Advanced Database Systems, {SEBD} 2014, Sorrento Coast, Italy, June 16-18, 2014., 2014.

M.  Nanni, Trasarti, R., Cintia, P., Furletti, B., Renso, C., Gabrielli, L., Rinzivillo, S., and Giannotti, F., ?Mobility Profiling?, in Data Science and Simulation in Transportation Research, IGI Global, 2014, pp. 1-29.

A.  Romei and Ruggieri, S., ?A multidisciplinary survey on discrimination analysis?, The Knowledge Engineering Review, vol. 29, pp. 582?638, 2014.

G.  Rossetti, Pappalardo, L., and Pedreschi, D., ?Measuring tie strength in multidimensional networks?, in SEDB 2013, 2013.

R.  Guidotti, ?Mobility Ranking - Human Mobility Analysis Using Ranking Measures?, 2013.

R.  Wagner, de Macêdo, J. A. F., Raffaetà, A., Renso, C., Roncato, A., and Trasarti, R., ?Mob-Warehouse: A semantic approach for mobility analysis with a Trajectory Data Ware- house?, in SecoGIS 2013 - International Workshop on Semantic Aspects of GIS, Joint to ER conference 2013, Hong Kong, 2013.

M.  Nanni, Trasarti, R., Furletti, B., Gabrielli, L., Van Der Mede, P., De Bruijn, J., de Romph, E., and Bruil, G., ?MP4-A Project: Mobility Planning For Africa?, in In D4D Challenge @ 3rd Conf. on the Analysis of Mobile Phone datasets (NetMob 2013), Cambridge, USA, 2013.

M.  Magnani, Monreale, A., Rossetti, G., and Giannotti, F., ?On multidimensional network measures?, in SEDB 2013, 2013.

A. S.  Furtado, Fileto, R., and Renso, C., ?M-Attract: Assessing Places Attractiveness by using Moving Objects Trajectories Data?, in GEOINFO 2012 Brazilian Conference on Geographical Information Systems, 2012.

S.  Ceri, Valle, E. Della, Pedreschi, D., and Trasarti, R., ?Mega-modeling for Big Data Analytics?, in Conceptual Modeling - 31st International Conference {ER} 2012, Florence, Italy, October 15-18, 2012. Proceedings, 2012.

M.  Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., ?Multidimensional networks: foundations of structural analysis?, World Wide Web, vol.  Volume 15 / 2012, 2012.

L.  Leone, Marchitiello, M., Natilli, M., and Romano, M. Francesca, ?Measuring the effectiveness of homeopathic care through objective and shared indicators?, Homeopathy, vol. 100, pp. 212?219, 2011.

B.  Furletti and Turini, F., ?Mining Influence Rules out of Ontologies?, in International Conference on Software and Data Technologies (ICSOFT), Siviglia, Spagna, 2011.

R.  Trasarti, Pinelli, F., Nanni, M., and Giannotti, F., ?Mining mobility user profiles for car pooling?, in KDD, 2011, pp. 1190-1198.

F.  Giannotti, Nanni, M., Pedreschi, D., Pinelli, F., Renso, C., Rinzivillo, S., and Trasarti, R., ?Mobility data mining: discovering movement patterns from trajectory data?, in Computational Transportation Science, 2010, pp. 7-10.

A.  Monreale, Andrienko, G., Andrienko, N., Giannotti, F., Pedreschi, D., Rinzivillo, S., and Wrobel, S., ?Movement Data Anonymity through Generalization?, Transactions on Data Privacy, vol. 3, pp. 91?121, 2010.

D.  Pedreschi, Ruggieri, S., and Turini, F., ?Measuring Discrimination in Socially-Sensitive Decision Records?, in SDM, 2009, pp. 581-592.

M.  Berlingerio, Bonchi, F., Curcio, M., Giannotti, F., and Turini, F., ?Mining Clinical, Immunological, and Genetic Data of Solid Organ Transplantation?, in Biomedical Data and Applications, 2009, pp. 211-236.

M.  Berlingerio, Bonchi, F., Bringmann, B., and Gionis, A., ?Mining Graph Evolution Rules?, in ECML/PKDD 2009, Bled, Slovenia, 2009, pp. 115-130.

F.  Giannotti, Nanni, M., Pedreschi, D., Renso, C., and Trasarti, R., ?Mining Mobility Behavior from Trajectory Data?, in CSE (4), 2009, pp. 948-951.

M.  Berlingerio, Coscia, M., and Giannotti, F., ?Mining the Information Propagation in a Network?, in SEBD, 2009, pp. 333-340.

M.  Berlingerio, Coscia, M., and Giannotti, F., ?Mining the Information Propagation in a Network?, in SEBD, 2009, pp. 333-340.

M.  Berlingerio, Coscia, M., and Giannotti, F., ?Mining the Temporal Dimension of the Information Propagation?, in IDA, 2009, pp. 237-248.

M.  Berlingerio, Coscia, M., and Giannotti, F., ?Mining the Temporal Dimension of the Information Propagation?, in IDA, 2009, pp. 237-248.

G.  Andrienko, Andrienko, N., Giannotti, F., Monreale, A., and Pedreschi, D., ?Movement data anonymity through generalization?, in Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, 2009.

F.  Giannotti and Pedreschi, D., ?Mobility, Data Mining and Privacy: A Vision of Convergence?, in Mobility, Data Mining and Privacy, 2008, pp. 1-11.

F.  Giannotti and Pedreschi, D., Mobility, Data Mining and Privacy - Geographic Knowledge Discovery. Springer, 2008.

F.  Giannotti, Pedreschi, D., and Turini, F., ?Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project?, in PinKDD, 2008, pp. 25-32.

M.  Berlingerio, Bonchi, F., Giannotti, F., and Turini, F., ?Mining Clinical Data with a Temporal Dimension: A Case Study?, in BIBM, 2007, pp. 429-436.

H.  Hosni, Masserotti, M. V., and Renso, C., ?Maximum Entropy Reasoning for GIS?, 2006.

M.  Berlingerio, Bonchi, F., Chelazzi, S., Curcio, M., Giannotti, F., and Scatena, F., ?Mining HLA Patterns Explaining Liver Diseases?, in CBMS, 2006, pp. 702-707.

F.  Giannotti, Nanni, M., Pedreschi, D., and Pinelli, F., ?Mining sequences with temporal annotations?, in SAC, 2006, pp. 593-597.

J. - F.  Boulicaut, Esposito, F., Giannotti, F., and Pedreschi, D., ?Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings?, Lecture Notes in Computer Science, vol. 3201. Springer, 2004.

F.  Giannotti and Manco, G., ?Making Knowledge Extraction and Reasoning Closer?, in PAKDD, 2000, pp. 360-371.

C.  Renso, Mechanisms for Semantic Integration of Deductive Databases. 1998.

C.  Renso and Ruggieri, S., ?A Mediator Approach for Representing Knowledge?, Intelligent Multimedia Presentation Systems. Human Computer Interaction Letters, 1 (1): 32-38, April 1998., 1998.

A.  Brogi, Mancarella, P., Pedreschi, D., and Turini, F., ?Modular Logic Programming?, ACM Trans. Program. Lang. Syst., vol. 16, pp. 1361-1398, 1994.

A.  Brogi, Mancarella, P., Pedreschi, D., and Turini, F., ?Meta for Modularising Logic Programming?, in META, 1992, pp. 105-119.