B.  Muscato, Mala, C. Sree, Manerba, M. Marchiori, Gezici, G., and Giannotti, F., ?An Overview of Recent Approaches to Enable Diversity in Large Language Models through Aligning with Human Perspectives?, in Proceedings of the 3rd Workshop on Perspectivist Approaches to NLP (NLPerspectives) @ LREC-COLING 2024, Torino, Italia, 2024.

A.  Failla, Citraro, S., and Rossetti, G., ?Attributed Stream Hypergraphs: temporal modeling of node-attributed high-order interactions?, Applied Network Science, vol. 8, pp. 1?19, 2023.

F.  Naretto, Pellungrini, R., Fadda, D., and Rinzivillo, S., ?EXPHLOT: EXplainable Privacy assessment for Human LOcation Trajectories?, in Discovery Science , 2023.

A.  Fedele, ?Explain and Interpret Few-Shot Learning?, in Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28, 2023, 2023.

A.  Failla, Mazzoni, F., and Citraro, S., ?Attribute-aware Community Events in Feature-rich Dynamic Networks?, in Complex Networks and Their Applications XI: Proceedings of The Eleventh International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2022?Book of Abstracts, 2022.

A.  Failla, Citraro, S., and Rossetti, G., ?Attributed stream-hypernetwork analysis: homophilic behaviors in pairwise and group political discussions on reddit?, in International Conference on Complex Networks and Their Applications, 2022.

F.  Bodria, Rinzivillo, S., Fadda, D., Guidotti, R., Giannotti, F., and Pedreschi, D., ?Explaining Black Box with visual exploration of Latent Space?, EuroVis?Short Papers, 2022.

A.  Fedele, Guidotti, R., and Pedreschi, D., ?Explaining Siamese Networks in Few-Shot Learning for Audio Data?, in Discovery Science - 25th International Conference, DS 2022, Montpellier, France, October 10-12, 2022, Proceedings, 2022.

D.  Fadda, Natilli, M., and Rinzivillo, S., ?GET-Viz: a library for automatic generation of visual dashboard for geographical time series?, 8th International Conference on Computational Social Science (IC2S2). Chicago, USA, 2022.

M.  Natilli, Rossi, A., Trecroci, A., Cavaggioni, L., Merati, G., and Formenti, D., ?The long-tail effect of the COVID-19 lockdown on Italians? quality of life, sleep and physical activity?, Scientific Data, vol. 9, pp. 1?10, 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.

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.

M.  Fontana, Naretto, F., and Monreale, A., ?A new approach for cross-silo federated learning and its privacy risks?, in 2021 18th International Conference on Privacy, Security and Trust (PST), 2021.

M.  Fontana, Naretto, F., and Monreale, A., ?A new approach for cross-silo federated learning and its privacy risks?, in 18th International Conference on Privacy, Security and Trust, PST 2021, Auckland, New Zealand, December 13-15, 2021, 2021.

M.  Natilli, Fadda, D., Rinzivillo, S., Pedreschi, D., and Licari, F., ?Analysis and Visualization of Performance Indicators in University Admission Tests?, in Formal Methods. FM 2019 International Workshops, Cham, 2020.

E.  Ntoutsi, Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M. - E., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., and others, ?Bias in data-driven artificial intelligence systems?An introductory survey?, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, vol. 10, p. e1356, 2020.

R.  Guidotti, Monreale, A., Matwin, S., and Pedreschi, D., ?Black Box Explanation by Learning Image Exemplars in the Latent Feature Space?, in Machine Learning and Knowledge Discovery in Databases, Cham, 2020.

N.  Forgó, Hänold, S., van den Hoven, J., Krügel, T., Lishchuk, I., Mahieu, R., Monreale, A., Pedreschi, D., Pratesi, F., and van Putten, D., ?An ethico-legal framework for social data science?, 2020.

R.  Guidotti and Rossetti, G., ??Know Thyself? How Personal Music Tastes Shape the Last.Fm Online Social Network?, in Formal Methods. FM 2019 International Workshops, Cham, 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.

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.

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.

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.

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.

D.  Boncoraglio, Deri, F., Distefano, F., Fadda, D., Filippi, G., Forte, G., Licari, F., Natilli, M., Pedreschi, D., and Rinzivillo, S., ?A Visual Analytics Platform to Measure Performance on University Entrance Tests (Discussion Paper)?, 2019.

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.

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.

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.

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.

B.  Furletti, Trasarti, R., Cintia, P., and Gabrielli, L., ?Discovering and Understanding City Events with Big Data: The Case of Rome?, Information, vol. 8, p. 74, 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.

S.  Bergamaschi, Carlini, E., Ceci, M., Furletti, B., Giannotti, F., Malerba, D., Mezzanzanica, M., Monreale, A., Pasi, G., Pedreschi, D., Perego, R., and Ruggieri, S., ?Big Data Research in Italy: A Perspective?, Engineering, vol. 2, p. 163, 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.

L.  Gabrielli, Furletti, B., Trasarti, R., Giannotti, F., and Pedreschi, D., ?City users? classification with mobile phone data?, in IEEE Big Data, Santa Clara (CA) - USA, 2015.

B.  Furletti, Gabrielli, L., Trasarti, R., Smoreda, Z., Vanhoof, M., and Ziemlicki, C., ?Detecting and understanding big events in big cities?, in NetMob, Boston, 2015.

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.

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.

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.

B.  Furletti, Gabrielli, L., Renso, C., and Rinzivillo, S., ?Analysis of GSM Calls Data for Understanding User Mobility Behavior?, IEEE Big Data. Santa Clara, California, 2013.

A. S.  Furtado, Fileto, R., and Renso, C., ?Assessing the Attractiveness of Places with Movement Data ?, Journal of Information and Data Management, vol. 4, 2013.

M.  Becker, Caminiti, S., Fiorella, D., Francis, L., Gravino, P., Haklay, M. Muki, Hotho, A., Loreto, V., Mueller, J., Ricchiuti, F., Servedio, V. D. P., Sirbu, A., and Tria, F., ?Awareness and learning in participatory noise sensing.?, PLoS One, vol. 8, p. e81638, 2013.

R.  Fileto, Krger, M., Pelekis, N., Theodoridis, Y., and Renso, C., ?Baquara: A Holistic Ontological Framework for Movement Analysis with Linked Data?, in Entity Relationship Conference - ER 2013, Hong Kong, 2013.

P.  Cintia, Trasarti, R., de Macêdo, J. Antônio F., Almada, L., and Fereira, C., ?A Gravity Model for Speed Estimation over Road Network?, in 2013 {IEEE} 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013 - Volume 2, 2013.

P.  Cintia, Furletti, B., and Renso, C., ?Inferring human activities from GPS tracks UrbComp?, in Workshop at KDD 2013, Chicago USA, 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.

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.

S.  Ceri, Palpanas, T., Valle, E. Della, Pedreschi, D., Freytag, J. - C., and Trasarti, R., ?Towards mega-modeling: a walk through data analysis experiences?, {SIGMOD} Record, vol. 42, pp. 19?27, 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.

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

B.  Furletti, Gabrielli, L., Renso, C., and Rinzivillo, S., ?Identifying users profiles from mobile calls habits?, in ACM SIGKDD International Workshop on Urban Computing, Beijing, China, 2012.

B.  Furletti and Turini, F., ?Knowledge Discovery in Ontologies?, Intelligent Data Analysis, vol. 16, 2012.

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.

F.  Turini and Furletti, B., ?What else can be extracted from ontologies? Influence Rules?, in Software and Data Technologies, Springer, 2012.

D.  Marbach, Costello, J. C., Küffner, R., Vega, N. M., Prill, R. J., Camacho, D. M., Allison, K. R., Kellis, M., Collins, J. J., Aderhold, A., Stolovitzky, G., Bonneau, R., Chen, Y., Cordero, F., Crane, M., Dondelinger, F., Drton, M., Esposito, R., Foygel, R., De La Fuente, A., Gertheiss, J., Geurts, P., Greenfield, A., Grzegorczyk, M., Haury, A. - C., Holmes, B., Hothorn, T., Husmeier, D., Huynh-Thu, V. A., Irrthum, A., Karlebach, G., Lebre, S., De Leo, V., Madar, A., Mani, S., Mordelet, F., Ostrer, H., Ouyang, Z., Pandya, R., Petri, T., Pinna, A., Poultney, C. S., Rezny, S., Ruskin, H. J., Saeys, Y., Shamir, R., Sirbu, A., Song, M., Soranzo, N., Statnikov, A., Vega, N. M., Vera-Licona, P., Vert, J. - P., Visconti, A., Wang, H., Wehenkel, L., Windhager, L., Zhang, Y., and Zimmer, R., ?Wisdom of crowds for robust gene network inference?, Nature Methods, vol. 9, pp. 796-804, 2012.

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

B.  Furletti, Turini, F., Bellandi, A., Baglioni, M., and Pratesi, C., ?Improving the Business Plan Evaluation Process: the Role of Intangibles?, Quality Technology & Quantitative Management, vol. 7, 2010.

B.  Furletti, ?Ontology Driven Knowledge Discovery?, IMT - Lucca, Lucca - Italy, 2009.

D.  Bacciu, Bellandi, A., Furletti, B., Grossi, V., and Romei, A., ?Discovering Strategic Behaviour in Multi- Agent Scenarios by Ontology-Driven Mining?, in Advances in Robotics, Automation and Control, 2008.

B.  Furletti, Fornasari, F., and Montanari, C., ?AN EXTENSIBLE AND INTERACTIVE SOFTWARE AGENT FOR MOBILE DEVICES BASED ON GPS DATA?, in IADIS International Conference Applied Computing, 2008.

B.  Furletti, Bellandi, A., Grossi, V., and Romei, A., ?Ontological Support for Association Rule Mining?, in IASTED International Conference on Artificial Intelligence and Applications (AIA), Innsbruck, Austria , 2008.

F.  Turini, Furletti, B., Baglioni, M., Spinsanti, L., and Bellandi, A., ?Ontology-Based Business Plan Classification?, in Enterprise Distributed Object Computing Conference (EDOC), 2008.

M.  Baglioni, Bellandi, A., Furletti, B., Spinsanti, L., and Turini, F., ?Ontology-Based Business Plan Classification?, in EDOC, 2008, pp. 365-371.

C.  Renso, Puntoni, S., Frentzos, E., Mazzoni, A., Moelans, B., Pelekis, N., and Pini, F., ?Wireless Network Data Sources: Tracking and Synthesizing Trajectories?, in Mobility, Data Mining and Privacy, 2008, pp. 73-100.

B.  Furletti, Bellandi, A., Grossi, V., and Romei, A., ?Ontology-Driven Association Rule Extraction: A Case Study?, in International Workshop on Contexts and Ontologies: Representation and Reasoning, Roskilde, Denmark, 2007.

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.  Turini, Baglioni, M., Furletti, B., and Rinzivillo, S., ?Examples of Integration of Induction and Deduction in Knowledge Discovery?, in Reasoning, Action and Interaction in AI Theories and Systems, vol. 4155, 2006, pp. 307-326.

F.  Turini, Baglioni, M., Furletti, B., and Rinzivillo, S., ?Examples of Integration of Induction and Deduction in Knowledge Discovery?, in Reasoning, Action and Interaction in AI Theories and Systems, 2006, pp. 307-326.

M.  Baglioni, Furletti, B., and Turini, F., ?A Tool for Economic Plans analysis based on expert knowledge and data mining techniques?, in  IADIS International Conference Applied Computing 2006 , 2006.

M.  Baglioni, Furletti, B., and Turini, F., ?DrC4.5: Improving C4.5 by means of Prior Knowledge?, in ACM Symposium on Applied Computing, Santa Fe, New Mexico, USA, 2005.

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.

D.  Aquilino, Asirelli, P., Formuso, A., Renso, C., and Turini, F., ?Using MedLan to Integrate Geographical Data?, J. Log. Program., vol. 43, pp. 3-14, 2000.

D.  Aquilino, Asirelli, P., Formuso, A., Renso, C., and Turini, F., ?Using Medlan to Integrate Geographical Data?, Journal of Logic Programming, pp. 3?14, 2000.

M. E.  Carboni, Foddai, V., Giannotti, F., and Pedreschi, D., ?Declarative Reconstruction of Updates in Logic Databases: a Compilative Approach?, in GULP-PRODE, 1995, pp. 169-182.

M. E.  Carboni, Giannotti, F., Foddai, V., and Pedreschi, D., ?Declarative Reconstruction of Updates in Logic Databases: A Compilative Approach?, in SEBD, 1995, pp. 3-13.

F.  Fiore and Giannotti, F., ?An abstract interpreter for the specification language LOTOS?, in FORTE, 1994, pp. 309-323.