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

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.  Mauro, Luca, M., Longa, A., Lepri, B., and Pappalardo, L., ?Generating mobility networks with generative adversarial networks?, EPJ data science, vol. 11, p. 58, 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.

L.  Pappalardo, Rossi, A., Natilli, M., and Cintia, P., ?Explaining the difference between men?s and women?s football?, PLOS ONE, vol. 16, p. e0255407, 2021.

L.  Pappalardo, Grossi, V., and Pedreschi, D., ?Introduction to the special issue on social mining and big data ecosystem for open, responsible data science?, 2021.

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.

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

V.  Voukelatou, Pappalardo, L., Gabrielli, L., and Giannotti, F., ?Estimating countries? peace index through the lens of the world news as monitored by GDELT?, in 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA)2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA), 2020.

A.  Sirbu, Andrienko, G., Andrienko, N., Boldrini, C., Conti, M., Giannotti, F., Guidotti, R., Bertoli, S., Kim, J., Muntean, C. Ioana, Pappalardo, L., Passarella, A., Pedreschi, D., Pollacci, L., Pratesi, F., and Sharma, R., ?Human migration: the big data perspective?, International Journal of Data Science and Analytics, pp. 1?20, 2020.

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.

P.  Cintia, Fadda, D., Giannotti, F., Pappalardo, L., Rossetti, G., Pedreschi, D., Rinzivillo, S., Bonato, P., Fabbri, F., Penone, F., Savarese, M., Checchi, D., Chiaromonte, F., Vineis, P., Guzzetta, G., Riccardo, F., Marziano, V., Poletti, P., Trentini, F., Bella, A., Andrianou, X., Del Manso, M., Fabiani, M., Bellino, S., Boros, S., Urdiales, A. Mateo, Vescio, M. Fenicia, Brusaferro, S., Rezza, G., Pezzotti, P., Ajelli, M., and Merler, S., ?The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy?, arXiv preprint arXiv:2006.03141, 2020.

S.  Bruestle, Pappalardo, L., and Guidotti, R., ?Defining Geographic Markets from Probabilistic Clusters: A Machine Learning Algorithm Applied to Supermarket Scanner Data?, Available at SSRN 3452058, 2019.

L.  Pappalardo, Barlacchi, G., Pellungrini, R., and Simini, F., ?Human Mobility from theory to practice: Data, Models and Applications?, in Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019., 2019.

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.

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.  Rossi, Perri, E., Pappalardo, L., Cintia, P., and F Iaia, M., ?Relationship between External and Internal Workloads in Elite Soccer Players: Comparison between Rate of Perceived Exertion and Training Load?, Applied Sciences, vol. 9, p. 5174, 2019.

R.  Pellungrini, Pappalardo, L., Pratesi, F., and Monreale, A., ?Analyzing Privacy Risk in Human Mobility Data?, in Software Technologies: Applications and Foundations - STAF 2018 Collocated Workshops, Toulouse, France, June 25-29, 2018, Revised Selected Papers, 2018.

A.  Rossi, Pappalardo, L., Cintia, P., F Iaia, M., Fernàndez, J., and Medina, D., ?Effective injury forecasting in soccer with GPS training data and machine learning?, PloS one, vol. 13, p. e0201264, 2018.

M.  Natilli, Monreale, A., Guidotti, R., and Pappalardo, L., ?Exploring Students Eating Habits Through Individual Profiling and Clustering Analysis?, in ECML PKDD 2018 Workshops, 2018.

I.  Martinucci, Natilli, M., Lorenzoni, V., Pappalardo, L., Monreale, A., Turchetti, G., Pedreschi, D., Marchi, S., Barale, R., and de Bortoli, N., ?Gastroesophageal reflux symptoms among Italian university students: epidemiology and dietary correlates using automatically recorded transactions?, BMC gastroenterology, vol. 18, p. 116, 2018.

R. Prieto Curiel, Pappalardo, L., Gabrielli, L., and Bishop, S. Richard, ?Gravity and scaling laws of city to city migration?, PLOS ONE, vol. 13, pp. 1-19, 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.

D.  Pedreschi, Giannotti, F., Guidotti, R., Monreale, A., Pappalardo, L., Ruggieri, S., and Turini, F., ?Open the Black Box Data-Driven Explanation of Black Box Decision Systems?, 2018.

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.

M.  Ferretti, Barlacchi, G., Pappalardo, L., Lucchini, L., and Lepri, B., ?Weak nodes detection in urban transport systems: Planning for resilience in Singapore?, in 2018 IEEE 5th international conference on data science and advanced analytics (DSAA), 2018.

R.  Pellungrini, Pratesi, F., and Pappalardo, L., ?Assessing Privacy Risk in Retail Data?, 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.  Pellungrini, Pappalardo, L., Pratesi, F., and Monreale, A., ?A Data Mining Approach to Assess Privacy Risk in Human Mobility Data?, ACM Trans. Intell. Syst. Technol., vol. 9, pp. 31:1?31:27, 2017.

L.  Pappalardo and Simini, F., ?Data-driven generation of spatio-temporal routines in human mobility?, Data Mining and Knowledge Discovery, 2017.

R.  Pellungrini, Pappalardo, L., Pratesi, F., and Monreale, A., ?Fast Estimation of Privacy Risk in Human Mobility Data?. 2017.

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.

R.  Guidotti, Rossetti, G., Pappalardo, L., Giannotti, F., and Pedreschi, D., ?Next Basket Prediction using Recurring Sequential Patterns?, arXiv preprint arXiv:1702.07158, 2017.

L.  Pappalardo and Cintia, P., ?Quantifying the relation between performance and success in soccer?, Advances in Complex Systems, p. 1750014, 2017.

G.  Rossetti, Pappalardo, L., Pedreschi, D., and Giannotti, F., ?Tiles: an online algorithm for community discovery in dynamic social networks?, Machine Learning, vol. 106, pp. 1213?1241, 2017.

L.  Pappalardo, Vanhoof, M., Gabrielli, L., Smoreda, Z., Pedreschi, D., and Giannotti, F., ?An analytical framework to nowcast well-being using mobile phone data?, International Journal of Data Science and Analytics, vol. 2, pp. 75?92, 2016.

G.  Rossetti, Pappalardo, L., Kikas, R., Pedreschi, D., Giannotti, F., and Dumas, M., ?Homophilic network decomposition: a community-centric analysis of online social services?, Social Network Analysis and Mining, vol. 6, p. 103, 2016.

G.  Rossetti, Pappalardo, L., and Rinzivillo, S., ?A novel approach to evaluate community detection algorithms on ground truth?, in 7th Workshop on Complex Networks, Dijon, France, 2016.

G.  Rossetti, Pappalardo, L., Kikas, R., Pedreschi, D., Giannotti, F., and Dumas, M., ?Community-centric analysis of user engagement in Skype social network?, in International conference on Advances in Social Network Analysis and Mining, Paris, France, 2015.

P.  Cintia, Pappalardo, L., Pedreschi, D., Giannotti, F., and Malvaldi, M., ?The harsh rule of the goals: data-driven performance indicators for football teams?, IEEE International Conference on Data Science and Advanced Analytics. 2015.

L.  Pappalardo, Simini, F., Rinzivillo, S., Pedreschi, D., Giannotti, F., and Barabasi, A. - L., ?Returners and explorers dichotomy in human mobility?, Nat Commun, vol. 6, 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.

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.

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.

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.

L.  Pappalardo, Simini, F., Rinzivillo, S., Pedreschi, D., and Giannotti, F., ?Comparing General Mobility and Mobility by Car?, in Computational Intelligence and 11th Brazilian Congress on Computational Intelligence (BRICS-CCI CBIC), 2013 BRICS Congress on, 2013.

P.  Cintia, Pappalardo, L., and Pedreschi, D., ?"Engine Matters": {A} First Large Scale Data Driven Study on Cyclists' Performance?, in 13th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, TX, USA, December 7-10, 2013, 2013.

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

D.  Pennacchioli, Rossetti, G., Pappalardo, L., Pedreschi, D., Giannotti, F., and Coscia, M., ?The Three Dimensions of Social Prominence?, in Social Informatics - 5th International Conference, SocInfo 2013, Kyoto, Japan, November 25-27, 2013, Proceedings, 2013.

L.  Pappalardo, Rinzivillo, S., Qu, Z., Pedreschi, D., and Giannotti, F., ?{Understanding the patterns of car travel}?, The European Physical Journal Special Topics, vol. 215, pp. 61?73, 2013.

B.  Furletti, Trasarti, R., Gabrielli, L., Rinzivillo, S., Pappalardo, L., and Giannotti, F., ?Analisi di Mobilita' con dati eterogenei?, ISTI - CNR, Pisa, 2012.

L.  Pappalardo, Rossetti, G., and Pedreschi, D., ?"How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks?, in International Conference on Advances in Social Networks Analysis and Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012, 2012.