Publications

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Conference Paper
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.
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.
G. Bachi, Coscia, M., Monreale, A., and Giannotti, F., Classifying Trust/Distrust Relationships in Online Social Networks, in 2012 International Conference on Privacy, Security, Risk and Trust, {PASSAT} 2012, and 2012 International Confernece on Social Computing, SocialCom 2012, Amsterdam, Netherlands, September 3-5, 2012, 2012, pp. 552–557.
F. Bonchi, Giannotti, F., Mainetto, G., and Pedreschi, D., A Classification-Based Methodology for Planning Audit Strategies in Fraud Detection, in KDD, 1999, pp. 175-184.
B. Thanh Luong, Ruggieri, S., and Turini, F., Classification Rule Mining Supported by Ontology for Discrimination Discovery, in Data Mining Workshops (ICDMW), 2016 IEEE 16th International Conference on, 2016.
S. Rinzivillo and Turini, F., Classification in Geographical Information Systems, in PKDD, 2004, pp. 374-385.
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.
F. Giannotti, Gozzi, C., and Manco, G., Characterizing Web User Accesses: A Transactional Approach to Web Log Clustering, in ITCC, 2002, p. 312.
D. Pedreschi, Ruggieri, S., and Smaus, J. - G., Characterisations of Termination in Logic Programming, in Program Development in Computational Logic, 2004, pp. 376-431.
A. Basu, Corena, J. C., Monreale, A., Pedreschi, D., Giannotti, F., Kiyomoto, S., Vaidya, J., and Miyake, Y., CF-inspired Privacy-Preserving Prediction of Next Location in the Cloud, in Cloud Computing Technology and Science (CloudCom), 2014 IEEE 6th International Conference on, 2014.
V. Grossi, Romei, A., and Ruggieri, S., A Case Study in Sequential Pattern Mining for IT-Operational Risk, in ECML/PKDD (1), 2008, pp. 424-439.
D. Pedreschi and Ruggieri, S., A Case Study in Logic Program Verification: the Vanilla Metainterpreter, in GULP-PRODE, 1995, pp. 643-654.
G. Rossetti, Morini, V., and Pollacci, L., Capturing Political Polarization of Reddit Submissions in the Trump Era, in SEBD, 2020.
M. Baglioni, Masserotti, M. V., Renso, C., and Spinsanti, L., Building Geospatial Ontologies from Geographical Databases, in GeoS, 2007, pp. 195-209.
D. Pedreschi and Ruggieri, S., Bounded Nondeterminism of Logic Programs, in ICLP, 1999, pp. 350-364.
M. Atzori, Bonchi, F., Giannotti, F., and Pedreschi, D., Blocking Anonymity Threats Raised by Frequent Itemset Mining, in ICDM, 2005, pp. 561-564.
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.
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.
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.
A. Balliu, Olivetti, D., Babaoglu, O., Marzolla, M., and Sirbu, A., BiDAl: Big Data Analyzer for Cluster Traces, in Informatika (BigSys workshop), 2014.
F. Giannotti, Jeansoulin, R., and Theodoridis, Y., Beyond Current Technology: The Perspective of Three EC GIS Projects, in DEXA Workshop, 1999, p. 510.
R. Guidotti, Coscia, M., Pedreschi, D., and Pennacchioli, D., Behavioral Entropy and Profitability in Retail, in IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA'2015), Paris, 2015.
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.
I. Barbosa, Casanova, M. A., Renso, C., and de Macêdo, J. A. F., Average Speed Estimation For Road Networks Based On GPS Raw Trajectories, in ICEIS Conference, 2013.
R. Guidotti, Rossetti, G., and Pedreschi, D., Audio Ergo Sum, in Federation of International Conferences on Software Technologies: Applications and Foundations, 2016.

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