P.  Resce, Vorwerk, L., Han, Z., Cornacchia, G., Alamdari, O. Isfahani, Nanni, M., Pappalardo, L., Weimer, D., and Liu, Y., ?Connected Vehicle Simulation Framework for Parking Occupancy Prediction (Demo Paper)?, in Proceedings of the 30th International Conference on Advances in Geographic Information Systems, New York, NY, USA, 2022.

G.  Cornacchia, Böhm, M., Mauro, G., Nanni, M., Pedreschi, D., and Pappalardo, L., ?How Routing Strategies Impact Urban Emissions?, in Proceedings of the 30th International Conference on Advances in Geographic Information Systems, New York, NY, USA, 2022.

M.  Nanni, Andrienko, G., Barabasi, A. - L., Boldrini, C., Bonchi, F., Cattuto, C., Chiaromonte, F., Comandé, G., Conti, M., Coté, M., Dignum, F., Dignum, V., Domingo-Ferrer, J., Ferragina, P., Giannotti, F., Guidotti, R., Helbing, D., Kaski, K., Kertész, J., Lehmann, S., Lepri, B., Lukowicz, P., Matwin, S., Jiménez, D. Megías, Monreale, A., Morik, K., Oliver, N., Passarella, A., Passerini, A., Pedreschi, D., Pentland, A., Pianesi, F., Pratesi, F., Rinzivillo, S., Ruggieri, S., Siebes, A., Torra, V., Trasarti, R., van den Hoven, J., and Vespignani, A., ?Give more data, awareness and control to individual citizens, and they will help COVID-19 containment?, 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.

L.  Gabrielli, Fadda, D., Rossetti, G., Nanni, M., Piccinini, L., Pedreschi, D., Giannotti, F., and Lattarulo, P., ?Discovering Mobility Functional Areas: A Mobility Data Analysis Approach?, in International Workshop on Complex Networks, 2018.

G.  Amato, Candela, L., Castelli, D., Esuli, A., Falchi, F., Gennaro, C., Giannotti, F., Monreale, A., Nanni, M., Pagano, P., Pappalardo, L., Pedreschi, D., Pratesi, F., Rabitti, F., Rinzivillo, S., Rossetti, G., Ruggieri, S., Sebastiani, F., and Tesconi, M., ?How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science?, in A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years, S.  Flesca, Greco, S., Masciari, E., and Saccà, D., Eds. Cham: Springer International Publishing, 2018, pp. 287 - 306.

R.  Guidotti, Monreale, A., Nanni, M., Giannotti, F., and Pedreschi, D., ?Clustering Individual Transactional Data for Masses of Users?, in Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2017.

M.  Nanni, Kotthoff, L., Guidotti, R., O'Sullivan, B., and Pedreschi, D., ?ICON Loop Carpooling Show Case?, Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach, vol. 10101, p. 310, 2017.

M.  Nanni, Nijssen, S., O'Sullivan, B., Paparrizou, A., Pedreschi, D., and Simonis, H., ?The Inductive Constraint Programming Loop?, Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach, vol. 10101, p. 303, 2017.

C.  Bessiere, De Raedt, L., Guns, T., Kotthoff, L., Nanni, M., Nijssen, S., O'Sullivan, B., Paparrizou, A., Pedreschi, D., and Simonis, H., ?The Inductive Constraint Programming Loop?, IEEE Intelligent Systems, 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.  Guidotti, Nanni, M., Rinzivillo, S., Pedreschi, D., and Giannotti, F., ?Never drive alone: Boosting carpooling with network analysis?, Information Systems, vol. 64, pp. 237?257, 2017.

A.  Lulli, Gabrielli, L., Dazzi, P., Dell'Amico, M., Michiardi, P., Nanni, M., and Ricci, L., ?Scalable and flexible clustering solutions for mobile phone-based population indicators?, I. J. Data Science and Analytics, vol. 4, pp. 285?299, 2017.

R.  Guidotti, Trasarti, R., Nanni, M., Giannotti, F., and Pedreschi, D., ?There's A Path For Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas?, in 4th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2017), Tokyo, 2017.

B.  Furletti, Fadda, D., Piccini, L., Nanni, M., and Lattarulo, P., ?Big Data and Public Administration: a case study for Tuscany Airports?, in SEBD - Italian Symposium on  Advanced Database Systems , Ugento, Lecce (Italy), 2016.

M.  Nanni, Trasarti, R., Monreale, A., Grossi, V., and Pedreschi, D., ?Driving Profiles Computation and Monitoring for Car Insurance CRM?, Journal ACM Transactions on Intelligent Systems and Technology (TIST), vol. 8, pp. 14:1?14:26, 2016.

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.

V.  Grossi, Monreale, A., Nanni, M., Pedreschi, D., and Turini, F., ?Clustering Formulation Using Constraint Optimization?, in Software Engineering and Formal Methods - {SEFM} 2015 Collocated Workshops: ATSE, HOFM, MoKMaSD, and VERY*SCART, York, UK, September 7-8, 2015, Revised Selected Papers, 2015.

L.  Kotthoff, Nanni, M., Guidotti, R., and O'Sullivan, B., ?Find Your Way Back: Mobility Profile Mining with Constraints?, in Principles and Practice of Constraint Programming, Cork, 2015.

R.  Guidotti, Trasarti, R., and Nanni, M., ?{TOSCA:} two-steps clustering algorithm for personal locations detection?, in Proceedings of the 23rd {SIGSPATIAL} International Conference on Advances in Geographic Information Systems, Bellevue, WA, USA, November 3-6, 2015, 2015.

R.  Guidotti, Trasarti, R., Nanni, M., and Giannotti, F., ?Towards user-centric data management: individual mobility analytics for collective services?, in Proceedings of the 4th {ACM} {SIGSPATIAL} International Workshop on Mobile Geographic Information Systems, MobiGIS 2015, Bellevue, WA, USA, November 3-6, 2015, 2015.

L.  Gabrielli, Furletti, B., Giannotti, F., Nanni, M., and Rinzivillo, S., ?Use of Mobile Phone Data to Estimate Visitors Mobility Flows?, in Software Engineering and Formal Methods, vol. 8938, Springer International Publishing, 2015, pp. 214-226.

B.  Furletti, Trasarti, R., Gabrielli, L., Nanni, M., and Pedreschi, D., ?Big data analytics for smart mobility: a case study?, in EDBT/ICDT 2014 Workshops - Mining Urban Data (MUD), Athens, Greece, 2014.

R.  Trasarti, Olteanu-Raimond, A. - M., Nanni, M., Couronné, T., Furletti, B., Giannotti, F., Smoreda, Z., and Ziemlicki, C., ?Discovering urban and country dynamics from mobile phone data with spatial correlation patterns?, Telecommunications Policy, p. -, 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.

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., Giannotti, F., Milli, L., Nanni, M., and Pedreschi, D., ?Use of mobile phone data to estimate mobility flows. Measuring urban population and inter-city mobility using big data in an integrated approach?, in 47th SIS Scientific Meeting of the Italian Statistica Society, Cagliari , 2014.

L.  Gabrielli, Furletti, B., Giannotti, F., Nanni, M., and Rinzivillo, S., ?Use of mobile phone data to estimate visitors mobility flows?, in Proceedings of MoKMaSD, 2014.

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.  Nanni, Raffaetà, A., Renso, C., and Turini, F., ?Spatio-Temporal Data?, Spatio-Temporal Databases: Flexible Querying and Reasoning, p. 75, 2013.

R.  Ong, Nanni, M., Renso, C., Wachowicz, M., and Pedreschi, D., ?A Study on Parameter Estimation for a Mining Flock Algorithm ?, in Mining Complex Patterns Workshop, ECML PKDD 2013, 2013.

M.  Nanni, Trasarti, R., Furletti, B., Gabrielli, L., Van Der Mede, P., De Bruijn, J., de Romph, E., and Bruil, G., ?Transportation Planning Based on {GSM} Traces: {A} Case Study on Ivory Coast?, in Citizen in Sensor Networks - Second International Workshop, CitiSens 2013, Barcelona, Spain, September 19, 2013, Revised Selected Papers, 2013.

T.  Bellemans, Bothe, S., Cho, S., Giannotti, F., Janssens, D., Knapen, L., Körner, C., May, M., Nanni, M., Pedreschi, D., Stange, H., Trasarti, R., Yasar, A. - U. - H., and Wets, G., ?An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants?, in Proceedings of the 3rd International Conference on Ambient Systems, Networks and Technologies {(ANT} 2012), the 9th International Conference on Mobile Web Information Systems (MobiWIS-2012), Niagara Falls, Ontario, Canada, August 27-29, 2012, 2012.

D.  Janssens, Giannotti, F., Nanni, M., Pedreschi, D., and Rinzivillo, S., ?Data Science for Simulating the Era of Electric Vehicles?, KI - Künstliche Intelligenz, 2012.

R.  Trasarti, Pinelli, F., Nanni, M., and Giannotti, F., ?Individual Mobility Profiles: Methods and Application on Vehicle Sharing?, in Twentieth Italian Symposium on Advanced Database Systems, {SEBD} 2012, Venice, Italy, June 24-27, 2012, Proceedings, 2012.

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

R.  Trasarti, Giannotti, F., Nanni, M., Pedreschi, D., and Renso, C., ?A Query Language for Mobility Data Mining?, IJDWM, vol. 7, pp. 24-45, 2011.

R.  Ong, Pinelli, F., Trasarti, R., Nanni, M., Renso, C., Rinzivillo, S., and Giannotti, F., ?Traffic Jams Detection Using Flock Mining?, in ECML/PKDD (3), 2011, pp. 650-653.

F.  Giannotti, Nanni, M., Pedreschi, D., Pinelli, F., Renso, C., Rinzivillo, S., and Trasarti, R., ?Unveiling the complexity of human mobility by querying and mining massive trajectory data?, VLDB J., vol. 20, pp. 695-719, 2011.

M.  Nanni, Trasarti, R., Renso, C., Giannotti, F., and Pedreschi, D., ?Advanced knowledge discovery on movement data with the GeoPKDD system?, in EDBT, 2010, pp. 693-696.

M.  Nanni, Trasarti, R., Renso, C., Giannotti, F., and Pedreschi, D., ?Advanced knowledge discovery on movement data with the GeoPKDD system?, in EDBT, 2010, pp. 693-696.

R.  Trasarti, Rinzivillo, S., Pinelli, F., Nanni, M., Monreale, A., Renso, C., Pedreschi, D., and Giannotti, F., ?Exploring Real Mobility Data with M-Atlas?, in ECML/PKDD (3), 2010, pp. 624-627.

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.

M.  Nanni and Trasarti, R., ?Querying and mining trajectories with gaps: a multi-path reconstruction approach (Extended Abstract)?, in SEBD, 2010, pp. 126-133.

S.  Kisilevich, Mansmann, F., Nanni, M., and Rinzivillo, S., ?Spatio-temporal clustering?, in Data Mining and Knowledge Discovery Handbook, 2010, pp. 855-874.

F.  Giannotti, Nanni, M., Pedreschi, D., Renso, C., Rinzivillo, S., and Trasarti, R., ?GeoPKDD ? Geographic Privacy-aware Knowledge Discovery?, in The European Future Technologies Conference (FET 2009), 2009.

M.  Nanni and Trasarti, R., ?K-BestMatch Reconstruction and Comparison of Trajectory Data?, in ICDM Workshops, 2009, pp. 610-615.

M.  Nanni and Trasarti, R., ?K-BestMatch Reconstruction and Comparison of Trajectory Data?, in ICDM Workshops, 2009, pp. 610-615.

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, Pinelli, F., Nanni, M., and Giannotti, F., ?Temporal mining for interactive workflow data analysis?, in KDD, 2009, pp. 109-118.

F.  Giannotti, Nanni, M., Pedreschi, D., and Pinelli, F., ?Trajectory pattern analysis for urban traffic?, in Second International Workshop on Computational Transportation Science, SEATTLE, USA, 2009, pp. 43-47.

G.  Andrienko, Andrienko, N., Rinzivillo, S., Nanni, M., and Pedreschi, D., ?A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data?, in SSTD, 2009, pp. 432-435.

G.  Andrienko, Andrienko, N., Rinzivillo, S., Nanni, M., Pedreschi, D., and Giannotti, F., ?Visual Cluster Analysis of Large Collections of Trajectories?, in IEEE Visual Analytics Science and Tecnology (VAST 2009), 2009.

M.  Nanni, Kuijpers, B., Körner, C., May, M., and Pedreschi, D., ?Spatiotemporal Data Mining?, in Mobility, Data Mining and Privacy, 2008, pp. 267-296.

M.  Berlingerio, Giannotti, F., Nanni, M., and Pinelli, F., ?Temporal analysis of process logs: a case study?, in SEBD, 2008, pp. 430-437.

S.  Rinzivillo, Pedreschi, D., Nanni, M., Giannotti, F., Andrienko, N., and Andrienko, G., ?Visually driven analysis of movement data by progressive clustering?, Information Visualization, vol. 7, pp. 225-239, 2008.

F.  Giannotti, Nanni, M., Pinelli, F., and Pedreschi, D., ?Trajectory pattern mining?, in KDD, 2007, pp. 330-339.

F.  Giannotti, Nanni, M., and Pedreschi, D., ?Efficient Mining of Temporally Annotated Sequences?, in SDM, 2006.

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

M.  Nanni and Pedreschi, D., ?Time-focused clustering of trajectories of moving objects?, J. Intell. Inf. Syst., vol. 27, pp. 267-289, 2006.

M.  Nanni, Raffaetà, A., Renso, C., and Turini, F., ?Deductive and Inductive Reasoning on Spatio-Temporal Data?, in INAP/WLP, 2004, pp. 98-115.

M.  Nanni, Raffaetà, A., Renso, C., and Turini, F., ?Deductive and Inductive Reasoning on Trajectories?, in SEBD, 2004, pp. 98-105.

V.  Bacarella, Giannotti, F., Nanni, M., and Pedreschi, D., ?Discovery of ads web hosts through traffic data analysis?, in DMKD, 2004, pp. 76-81.

M.  Nanni, Raffaetà, A., Renso, C., and Turini, F., ?\newblock{A Declarative Framework for Reasoning on Spatio-temporal Data}?, 2004.

F.  Giannotti, Nanni, M., Pedreschi, D., and Samaritani, F., ?WebCat: Automatic Categorization of Web Search Results?, in SEBD, 2003, pp. 507-518.

F.  Bonchi, Giannotti, F., Manco, G., Renso, C., Nanni, M., Pedreschi, D., and Ruggieri, S., ?Data Mining for Intelligent Web Caching?, in ITCC, 2001, pp. 599-603.

F.  Bonchi, Giannotti, F., Manco, G., Renso, C., Nanni, M., Pedreschi, D., and Ruggieri, S., ?Data Mining for Intelligent Web Caching?, in ITCC, 2001, pp. 599-603.

F.  Giannotti, Manco, G., Nanni, M., and Pedreschi, D., ?Nondeterministic, Nonmonotonic Logic Databases?, IEEE Trans. Knowl. Data Eng., vol. 13, pp. 813-823, 2001.

F.  Bonchi, Giannotti, F., Gozzi, C., Manco, G., Nanni, M., Pedreschi, D., Renso, C., and Ruggieri, S., ?Web log data warehousing and mining for intelligent web caching?, Data Knowl. Eng., vol. 39, pp. 165-189, 2001.

F.  Bonchi, Giannotti, F., Gozzi, C., Manco, G., Nanni, M., Pedreschi, D., Renso, C., and Ruggieri, S., ?Web log data warehousing and mining for intelligent web caching?, Data Knowl. Eng., vol. 39, pp. 165-189, 2001.

F.  Bonchi, Giannotti, F., Gozzi, C., Manco, G., Nanni, M., Pedreschi, D., Renso, C., and Ruggieri, S., ?Web Log Data Warehousing and Mining for Intelligent Web Caching?, Data and Knowledge Engineering, 2001.

M.  Fayzullin, Nanni, M., Pedreschi, D., and Subrahmanian, V. S., ?Foundations of distributed interaction systems?, Ann. Math. Artif. Intell., vol. 28, pp. 127-168, 2000.

F.  Giannotti, Nanni, M., and Pedreschi, D., ?Logic-Based Knowledge Discovery in Databases?, in EJC, 2000, pp. 279-283.

F.  Giannotti, Manco, G., Nanni, M., Pedreschi, D., and Turini, F., ?Integration of Deduction and Induction for Mining Supermarket Sales Data?, in SEBD, 1999, pp. 117-131.

F.  Giannotti, Manco, G., Nanni, M., and Pedreschi, D., ?On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases?, in CSL, 1998, pp. 58-72.

F.  Giannotti, Manco, G., Nanni, M., and Pedreschi, D., ?Query Answering in Nondeterministic, Nonmonotonic Logic Databases?, in FQAS, 1998, pp. 175-187.

F.  Giannotti, Manco, G., Nanni, M., and Pedreschi, D., ?Datalog++: A Basis for Active Object-Oriented Databases?, in DOOD, 1997, pp. 283-301.

F.  Giannotti, Manco, G., Nanni, M., and Pedreschi, D., ?Datalog++: a Basis for Active Object.Oriented Databases?, in SEBD, 1997, pp. 325-340.