L.  Corbucci, Monreale, A., Panigutti, C., Natilli, M., Smiraglio, S., and Pedreschi, D., ?Semantic Enrichment of XAI Explanations for Healthcare?, 24th International Conference on Artificial Intelligence. 2022.

R.  Trasarti, Grossi, V., Natilli, M., and Rapisarda, B., ?SoBigData++: European Integrated Infrastructure for Social Mining and Big Data Analytics.?, 30th Italian Symposium on Advanced Database Systems (SEBD ? Sistemi Evoluti per Basi di Dati). Tirrenia, Pisa, 2022.

R.  Guidotti, Monreale, A., Ruggieri, S., Naretto, F., Turini, F., Pedreschi, D., and Giannotti, F., ?Stable and actionable explanations of black-box models through factual and counterfactual rules?, Data Mining and Knowledge Discovery, 2022.

G.  Cornacchia and Pappalardo, L., ?STS-EPR: Modelling individual mobility considering the spatial, temporal, and social dimensions together?, 2021.

G.  Andrienko, Andrienko, N., Boldrini, C., Caldarelli, G., Cintia, P., Cresci, S., Facchini, A., Giannotti, F., Gionis, A., Guidotti, R., and others, ?(So) Big Data and the transformation of the city?, International Journal of Data Science and Analytics, 2020.

F.  Morandin, Amato, G., Gini, R., Metta, C., Parton, M., and Pascutto, G. C., ?SAI a Sensible Artificial Intelligence that plays Go?. 2019.

M.  Malvaldi, Sarò Franco - Vita di Franco Turini, executive chef dell?Università di Pisa. Pisa, Italy: Pisa University Press, 2019, p. 20.

R.  Guidotti and Ruggieri, S., ?On The Stability of Interpretable Models?, in 2019 International Joint Conference on Neural Networks (IJCNN), 2019.

F.  Giannotti, Trasarti, R., Bontcheva, K., and Grossi, V., ?SoBigData: Social Mining & Big Data Ecosystem?, in Companion of the The Web Conference 2018 on The Web Conference 2018, 2018.

R.  Guidotti, Monreale, A., Ruggieri, S., Turini, F., Giannotti, F., and Pedreschi, D., ?A survey of methods for explaining black box models?, ACM computing surveys (CSUR), vol. 51, p. 93, 2018.

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.

A.  Baroni and Ruggieri, S., ?Segregation discovery in a social network of companies?, Journal of Intelligent Information Systems, 2017.

L.  Pollacci, Sirbu, A., Giannotti, F., Pedreschi, D., Lucchese, C., and Muntean, C. Ioana, ?Sentiment Spreading: An Epidemic Model for Lexicon-Based Sentiment Analysis on Twitter?, in Conference of the Italian Association for Artificial Intelligence, 2017.

V.  Grossi, Romei, A., and Turini, F., ?Survey on using constraints in data mining?, Data Mining and Knowledge Discovery, vol. 31, pp. 424?464, 2017.

M.  Setzu and Atzori, M., ?SPARQL Queries over Source Code?, in 2016 IEEE Tenth International Conference on Semantic Computing (ICSC), 2016.

M.  Fiore, Shafiq, Z., Smoreda, Z., Stanica, R., and Trasarti, R., ?Special Issue on Mobile Traffic Analytics?, Computer Communications, vol. 95, pp. 1?2, 2016.

G.  Rossetti, Guidotti, R., Miliou, I., Pedreschi, D., and Giannotti, F., ?A supervised approach for intra-/inter-community interaction prediction in dynamic social networks?, Social Network Analysis and Mining, vol. 6, p. 86, 2016.

A.  Baroni and Ruggieri, S., ?Segregation Discovery in a Social Network of Companies?, in International Symposium on Intelligent Data Analysis, 2015.

S.  Marchetti, Giusti, C., Pratesi, M., Salvati, N., Giannotti, F., Pedreschi, D., Rinzivillo, S., Pappalardo, L., and Gabrielli, L., ?Small Area Model-Based Estimators Using Big Data Sources?, Journal of Official Statistics, vol. 31, pp. 263?281, 2015.

R.  Guidotti, Sassi, A., Berlingerio, M., Pascale, A., and Ghaddar, B., ?Social or green? A data-driven approach for more enjoyable carpooling?, in Intelligent Transportation Systems (ITSC), 2015 IEEE 18th International Conference on, 2015.

G.  Andrienko, Andrienko, N., Hunter, C., Rinzivillo, S., and Wrobel, S., ?Scalable Analysis of Movement Data for Extracting and Exploring Significant Places?, IEEE Transactions on Visualization and Computer Graphics, vol. 19, 2013.

C.  Parent, Spaccapietra, S., Renso, C., Andrienko, G., Andrienko, N., Bogorny, V., Damiani M L,, Gkoulalas-Divanis A,, de Macêdo, J. A. F., and Pelekis, N., ?Semantic Trajectories Modeling and Analysis?, ACM Computing Surveys, vol. 45, 2013.

M.  Coscia, Rinzivillo, S., Giannotti, F., and Pedreschi, D., ?Spatial and Temporal Evaluation of Network-based Analysis of Human Mobility?, Social Network Analysis and Mining, vol. to appear, 2013.

M.  Wachowicz and Renso, C., ?Spatio and Spatio-temporal Reasoning and Decision Support Tools?, in Entry at Encyclopedia of Social Network Analysis and Mining, Springer., 2013.

V.  Cozza, Messina, A., Montesi, D., Arietta, L., and Magnani, M., ?Spatio temporal keyword-queries in Social Networs?, 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.  Batty, Axhausen, K. W., Giannotti, F., Pozdnoukhov, A., Bazzani, A., Wachowicz, M., Ouzounis, G., and Portugali, Y., ?Smart cities of the future?, European Physical Journal-Special Topics, vol. 214, p. 481, 2012.

G.  Rossetti, Berlingerio, M., and Giannotti, F., ?Scalable Link Prediction on Multidimensional Networks?, in ICDM Workshops, Vancouver, 2011, pp. 979-986.

A.  Sirbu, Ruskin, H. J., and Crane, M., ?Stages of Gene Regulatory Network Inference: the Evolutionary Algorithm Role?, in Evolutionary Algorithms, InTech, 2011.

G.  Tomei, Paletti, F., and Natilli, M., ?Stiramenti identitari. Strategie di integrazione degli strannieri nella provincia di Massa Carrara tra appartenenza etnica ed esperienza transnazionale?, 2011.

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

M.  Coscia, Giannotti, F., and Pensa, R. G., ?Social Network Analysis as Knowledge Discovery Process: A Case Study on Digital Bibliography?, in ASONAM, 2009, pp. 279-283.

M.  Coscia, Giannotti, F., and Pensa, R. G., ?Social Network Analysis as Knowledge Discovery Process: A Case Study on Digital Bibliography?, in ASONAM, 2009, pp. 279-283.

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

F.  Giannotti, Mazzoni, A., Puntoni, S., and Renso, C., ?Synthetic generation of cellular network positioning data?, in GIS, 2005, pp. 12-20.

F.  Giannotti, Mazzoni, A., Puntoni, S., and Renso, C., ?Synthetic generation of cellular network positioning data?, in GIS, 2005, pp. 12-20.

F.  Giannotti, Manco, G., and Turini, F., ?Specifying Mining Algorithms with Iterative User-Defined Aggregates?, IEEE Trans. Knowl. Data Eng., vol. 16, pp. 1232-1246, 2004.

F.  Giannotti, Pedreschi, D., and Zaniolo, C., ?Semantics and Expressive Power of Nondeterministic Constructs in Deductive Databases?, J. Comput. Syst. Sci., vol. 62, pp. 15-42, 2001.

F.  Giannotti, Manco, G., and Turini, F., ?Specifying Mining Algorithms with Iterative User-Defined Aggregates: A Case Study?, in PKDD, 2001, pp. 128-139.

G.  Amato, Giannotti, F., and Mainetto, G., ?Static Analysis of Transactions for Conservative Multigranularity Locking?, in DBPL, 1997, pp. 413-430.

M. E.  Carboni, Deo, A. D., Giannotti, F., and Masserotti, M. V., ?Spatio-Temporal Reasoning with LDLT: First Steps Towards a Deductive System for Geographical Applications?, in DDLP, 1996, pp. 135-151.

G.  Amato, Giannotti, F., and Mainetto, G., ?Static Analysis of Transactions: an Experiment of Abstract Interpretation Usage?, in FMLDO, 1993, pp. 19-29.

F.  Giannotti, Matteucci, A., Pedreschi, D., and Turini, F., ?Symbolic Evaluation with Structural Recursive Symbolic Constants?, Sci. Comput. Program., vol. 9, pp. 161-177, 1987.

V.  Ambriola, Giannotti, F., Pedreschi, D., and Turini, F., ?Symbolic Semantics and Program Reduction?, IEEE Trans. Software Eng., vol. 11, pp. 784-794, 1985.