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.

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.

A. Rita Nogueira, Pugnana, A., Ruggieri, S., Pedreschi, D., and Gama, J., ?Methods and tools for causal discovery and causal inference?, WIREs Data Mining Knowl. Discov., vol. 12, 2022.

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.

F.  Bodria, Giannotti, F., Guidotti, R., Naretto, F., Pedreschi, D., and Rinzivillo, S., ?Benchmarking and Survey of Explanation Methods for Black Box Models?, CoRR, vol. abs/2102.13076, 2021.

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.  Setzu, Guidotti, R., Monreale, A., Turini, F., Pedreschi, D., and Giannotti, F., ?GLocalX - From Local to Global Explanations of Black Box AI Models?, vol. 294, p. 103457, 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.

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.

D.  Pedreschi and Miliou, I., ?Artificial Intelligence (AI): new developments and innovations applied to e-commerce?, European Parliament's committee on the Internal Market and Consumer Protection, 2020.

B.  Dong, Wang, H., Monreale, A., Pedreschi, D., Giannotti, F., and Guo, W., ?Authenticated Outlier Mining for Outsourced Databases?, IEEE Transactions on Dependable and Secure Computing, vol. 17, pp. 222 - 235, 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.

B.  Qureshi, Kamiran, F., Karim, A., Ruggieri, S., and Pedreschi, D., ?Causal inference for social discrimination reasoning?, vol. 54, pp. 425 - 437, 2020.

C.  Panigutti, Perotti, A., and Pedreschi, D., ?Doctor XAI: an ontology-based approach to black-box sequential data classification explanations?, in Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency, 2020.

A.  Rossi, Pedreschi, D., Clifton, D. A., and Morelli, D., ?Error Estimation of Ultra-Short Heart Rate Variability Parameters: Effect of Missing Data Caused by Motion Artifacts?, Sensors, vol. 20, p. 7122, 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.

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.

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.

R.  Guidotti, Monreale, A., and Pedreschi, D., ?The AI black box Explanation Problem?, ERCIM NEWS, pp. 12?13, 2019.

A.  Sirbu, Pedreschi, D., Giannotti, F., and Kertész, J., ?Algorithmic bias amplifies opinion fragmentation and polarization: A bounded confidence model?, PloS one, vol. 14, p. e0213246, 2019.

B.  Qureshi, Kamiran, F., Karim, A., Ruggieri, S., and Pedreschi, D., ?Causal inference for social discrimination reasoning?, Journal of Intelligent Information Systems, pp. 1?13, 2019.

C.  Panigutti, Guidotti, R., Monreale, A., and Pedreschi, D., ?Explaining multi-label black-box classifiers for health applications?, in International Workshop on Health Intelligence, 2019.

R.  Guidotti, Monreale, A., Giannotti, F., Pedreschi, D., Ruggieri, S., and Turini, F., ?Factual and Counterfactual Explanations for Black Box Decision Making?, IEEE Intelligent Systems, 2019.

D.  Pedreschi, Giannotti, F., Guidotti, R., Monreale, A., Ruggieri, S., and Turini, F., ?Meaningful explanations of Black Box AI decision systems?, in Proceedings of the AAAI Conference on Artificial Intelligence, 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.  Sirbu, Giannotti, F., Pedreschi, D., and Kertész, J., ?Public opinion and Algorithmic bias?, ERCIM News, 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.  Milli, Rossetti, G., Pedreschi, D., and Giannotti, F., ?Active and passive diffusion processes in complex networks?, Applied network science, vol. 3, p. 42, 2018.

L.  Milli, Rossetti, G., Pedreschi, D., and Giannotti, F., ?Diffusive Phenomena in Dynamic Networks: a data-driven study?, in International Conference on Complex Networks CompleNet, Boston March 5-8 2018, 2018.

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.

R.  Guidotti, Gabrielli, L., Monreale, A., Pedreschi, D., and Giannotti, F., ?Discovering temporal regularities in retail customers? shopping behavior?, EPJ Data Science, vol. 7, p. 6, 2018.

L.  Pollacci, Guidotti, R., Rossetti, G., Giannotti, F., and Pedreschi, D., ?The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis?, in International Conference on Smart Objects and Technologies for Social Good, 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.  Guidotti, Soldani, J., Neri, D., Brogi, A., and Pedreschi, D., ?Helping your docker images to spread based on explainable models?, in Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 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.

L.  Pollacci, Guidotti, R., Rossetti, G., Giannotti, F., and Pedreschi, D., ?The italian music superdiversity?, Multimedia Tools and Applications, pp. 1?23, 2018.

R.  Guidotti, Monreale, A., Ruggieri, S., Pedreschi, D., Turini, F., and Giannotti, F., ?Local Rule-Based Explanations of Black Box Decision Systems?, 2018.

G.  Rossetti, Milli, L., Rinzivillo, S., Sirbu, A., Pedreschi, D., and Giannotti, F., ?NDlib: a python library to model and analyze diffusion processes over complex networks?, International Journal of Data Science and Analytics, vol. 5, pp. 61?79, 2018.

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.

F.  Pratesi, Monreale, A., Trasarti, R., Giannotti, F., Pedreschi, D., and Yanagihara, T., ?PRUDEnce: a system for assessing privacy risk vs utility in data sharing ecosystems?, Transactions on Data Privacy, vol. 11, 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.

B.  Dong, Wang, H. Wendy, Monreale, A., Pedreschi, D., Giannotti, F., and Guo, W., ?Authenticated Outlier Mining for Outsourced Databases?, IEEE Transactions on Dependable and Secure Computing, 2017.

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.

F.  Beltram, Giannotti, F., and Pedreschi, D., ?Data Science a Game-changer for Science and Innovation?. G7 Academy, 2017.

G.  Rossetti, Milli, L., Giannotti, F., and Pedreschi, D., ?Forecasting success via early adoptions analysis: A data-driven study?, PloS one, vol. 12, p. e0189096, 2017.

L.  Pollacci, Guidotti, R., Rossetti, G., Giannotti, F., and Pedreschi, D., ?The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis?, in International Conference on Smart Objects and Technologies for Social Good, 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.

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, 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.

L.  Milli, Rossetti, G., Pedreschi, D., and Giannotti, F., ?Information diffusion in complex networks: The active/passive conundrum?, in International Workshop on Complex Networks and their Applications, 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.

G.  Rossetti, Milli, L., Rinzivillo, S., Sirbu, A., Pedreschi, D., and Giannotti, F., ?NDlib: a python library to model and analyze diffusion processes over complex networks?, International Journal of Data Science and Analytics, pp. 1?19, 2017.

G.  Rossetti, Milli, L., Rinzivillo, S., Sirbu, A., Pedreschi, D., and Giannotti, F., ?NDlib: Studying Network Diffusion Dynamics?, in IEEE International Conference on Data Science and Advanced Analytics, DSA, Tokyo, 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.

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

G.  Rossetti, Pedreschi, D., and Giannotti, F., ?Node-centric Community Discovery: From static to dynamic social network analysis?, Online Social Networks and Media, vol. 3, pp. 32?48, 2017.

F.  Pratesi, Monreale, A., Giannotti, F., and Pedreschi, D., ?Privacy Preserving Multidimensional Profiling?, in International Conference on Smart Objects and Technologies for Social Good, 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.

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.

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.

A.  Wierzbicki, Brandes, U., Schweitzer, F., and Pedreschi, D., ?Advances in Network Science: 12th International Conference and School, NetSci-X 2016, Wroclaw, Poland, January 11-13, 2016, Proceedings?. 2016.

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.

R.  Guidotti, Rossetti, G., and Pedreschi, D., ?Audio Ergo Sum?, in Federation of International Conferences on Software Technologies: Applications and Foundations, 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.

C.  Bessiere, De Raedt, L., Kotthoff, L., Nijssen, S., O'Sullivan, B., and Pedreschi, D., ?Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach.?. 2016.

V.  Grossi, Pedreschi, D., and Turini, F., ?Data Mining and Constraints: An Overview?, in Data Mining and Constraint Programming, Springer International Publishing, 2016, pp. 25?48.

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.

R.  Guidotti, Coscia, M., Pedreschi, D., and Pennacchioli, D., ?Going Beyond GDP to Nowcast Well-Being Using Retail Market Data?, in Advances in Network Science, Springer International Publishing, 2016, pp. 29?42.

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, 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.

F.  Giannotti, Gabrielli, L., Pedreschi, D., and Rinzivillo, S., ?Understanding human mobility with big data?, in Solving Large Scale Learning Tasks. Challenges and Algorithms, Springer International Publishing, 2016, pp. 208?220.

R.  Guidotti, Monreale, A., Rinzivillo, S., Pedreschi, D., and Giannotti, F., ?Unveiling mobility complexity through complex network analysis?, Social Network Analysis and Mining, vol. 6, p. 59, 2016.

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.

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.

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.  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.

S.  Hajian, Domingo-Ferrer, J., Monreale, A., Pedreschi, D., and Giannotti, F., ?Discrimination- and privacy-aware patterns?, Data Min. Knowl. Discov., vol. 29, pp. 1733?1782, 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.

G.  Rossetti, Guidotti, R., Pennacchioli, D., Pedreschi, D., and Giannotti, F., ?Interaction Prediction in Dynamic Networks exploiting Community Discovery?, in International conference on Advances in Social Network Analysis and Mining, ASONAM 2015, Paris, France, 2015.

L.  Milli, Monreale, A., Rossetti, G., Pedreschi, D., Giannotti, F., and Sebastiani, F., ?Quantification in Social Networks?, in International Conference on Data Science and Advanced Analytics (IEEE DSAA'2015), Paris, France, 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.

A.  Basu, Monreale, A., Trasarti, R., Corena, J. C., Giannotti, F., Pedreschi, D., Kiyomoto, S., Miyake, Y., and Yanagihara, T., ?A risk model for privacy in trajectory data?, Journal of Trust Management, vol. 2, p. 9, 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.

A.  Monreale, Pedreschi, D., Pensa, R. G., and Pinelli, F., ?Anonymity preserving sequential pattern mining?, Artif. Intell. Law, vol. 22, pp. 141?173, 2014.

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.  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.

S.  Hajian, Monreale, A., Pedreschi, D., Domingo-Ferrer, J., and Giannotti, F., ?Fair pattern discovery?, in Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of Korea - March 24 - 28, 2014, 2014, pp. 113?120.

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, Coscia, M., and Pedreschi, D., ?Overlap versus partition: marketing classification and customer profiling in complex networks of products?, in Data engineering workshops (ICDEW), 2014 IEEE 30th international conference on, 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.

A.  Basu, Monreale, A., Corena, J. C., Giannotti, F., Pedreschi, D., Kiyomoto, S., Miyake, Y., Yanagihara, T., and Trasarti, R., ?A Privacy Risk Model for Trajectory Data?, in Trust Management {VIII} - 8th {IFIP} {WG} 11.11 International Conference, {IFIPTM} 2014, Singapore, July 7-10, 2014. Proceedings, 2014, pp. 125?140.

A.  Monreale, Rinzivillo, S., Pratesi, F., Giannotti, F., and Pedreschi, D., ?Privacy-by-Design in Big Data Analytics and Social Mining?, EPJ Data Science, vol. 10, 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.

D.  Pennacchioli, Coscia, M., Rinzivillo, S., Giannotti, F., and Pedreschi, D., ?The retail market as a complex system?, EPJ Data Science, vol. 3, pp. 1?27, 2014.

R.  Guidotti, Monreale, A., Rinzivillo, S., Pedreschi, D., and Giannotti, F., ?Retrieving Points of Interest from Human Systematic Movements?, in Software Engineering and Formal Methods, Springer International Publishing, 2014, pp. 294?308.

M.  Coscia, Rossetti, G., Giannotti, F., and Pedreschi, D., ?Uncovering Hierarchical and Overlapping Communities with a Local-First Approach?, {TKDD}, vol. 9, p. 6, 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.  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.

D.  Pedreschi, Ruggieri, S., and Turini, F., ?The discovery of discrimination?, in Discrimination and privacy in the information society, Springer, 2013, pp. 91?108.

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.

M.  Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., ?Evolving networks: Eras and turning points?, Intell. Data Anal., vol. 17, pp. 27?48, 2013.

D.  Pennacchioli, Coscia, M., Rinzivillo, S., Pedreschi, D., and Giannotti, F., ?Explaining the PRoduct Range Effect in Purchase Data?, IEEE Big Data. 2013.

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

F.  Pratesi, Monreale, A., Wang, H. Wendy, Rinzivillo, S., Pedreschi, D., Andrienko, G., and Andrienko, N., ?Privacy-Aware Distributed Mobility Data Analytics?, in SEBD, Roccella Jonica, 2013.

A.  Monreale, Wang, H. Wendy, Pratesi, F., Rinzivillo, S., Pedreschi, D., Andrienko, G., and Andrienko, N., ?Privacy-Preserving Distributed Movement Data Aggregation?, in Geographic Information Science at the Heart of Europe, D.  Vandenbroucke, Bucher, B., and Crompvoets, J., Eds. Springer International Publishing, 2013, pp. 225-245.

F.  Giannotti, Lakshmanan, L. V. S., Monreale, A., Pedreschi, D., and Wang, H. Wendy, ?Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases?,  IEEE Systems Journal, 2013.

L.  Milli, Monreale, A., Rossetti, G., Giannotti, F., Pedreschi, D., and Sebastiani, F., ?Quantification Trees?, in 2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013, 2013, pp. 528?536.

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.

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.

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.

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.

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.

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.

R.Liu, Wang, H. Wendy, Monreale, A., Pedreschi, D., Giannotti, F., and Guo, W., ?AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems.?, in Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 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.

M.  Coscia, Rossetti, G., Giannotti, F., and Pedreschi, D., ?DEMON: a local-first discovery method for overlapping communities?, in The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012, 2012.

M.  Coscia, Rossetti, G., Giannotti, F., and Pedreschi, D., ?DEMON: a Local-First Discovery Method for Overlapping Communities?, in KDD 2012, 2012.

S.  Rinzivillo, Mainardi, S., Pezzoni, F., Coscia, M., Giannotti, F., and Pedreschi, D., ?Discovering the Geographical Borders of Human Mobility?, KI - Künstliche Intelligenz, 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.

S.  Hajian, Monreale, A., Pedreschi, D., Domingo-Ferrer, J., and Giannotti, F., ?Injecting Discrimination and Privacy Awareness Into Pattern Discovery?, in 12th {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, Brussels, Belgium, December 10, 2012, 2012, pp. 360?369.

S.  Ceri, Valle, E. Della, Pedreschi, D., and Trasarti, R., ?Mega-modeling for Big Data Analytics?, in Conceptual Modeling - 31st International Conference {ER} 2012, Florence, Italy, October 15-18, 2012. Proceedings, 2012.

M.  Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., ?Multidimensional networks: foundations of structural analysis?, World Wide Web, vol.  Volume 15 / 2012, 2012.

M.  Coscia, Rinzivillo, S., Pedreschi, D., and Giannotti, F., ?Optimal Spatial Resolution for the Analysis of Human Mobility?, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Instanbul, Turkey, 2012.

M.  Coscia, Giannotti, F., and Pedreschi, D., ?A classification for community discovery methods in complex networks?, Statistical Analysis and Data Mining, vol. 4, pp. 512-546, 2011.

A.  Monreale, Trasarti, R., Pedreschi, D., Renso, C., and Bogorny, V., ?C-safety: a framework for the anonymization of semantic trajectories?, Transactions on Data Privacy, vol. 4, pp. 73-101, 2011.

M.  Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., ?Foundations of Multidimensional Network Analysis?, in ASONAM, 2011, pp. 485-489.

F.  Giannotti, Lakshmanan, L. V. S., Monreale, A., Pedreschi, D., and Wang, H. Wendy, ?Privacy-preserving data mining from outsourced databases.?, in  the 3rd International Conference on Computers, Privacy, and Data Protection: An element of choice , 2011.

M.  Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., ?The pursuit of hubbiness: Analysis of hubs in large multidimensional networks?, J. Comput. Science, vol. 2, pp. 223-237, 2011.

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.

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.

M.  Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., ?As Time Goes by: Discovering Eras in Evolving Social Networks?, in PAKDD (1), 2010, pp. 81-90.

M.  Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., ?Discovering Eras in Evolving Social Networks (Extended Abstract)?, in SEBD, 2010, pp. 78-85.

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.

G.  Andrienko, Andrienko, N., Giannotti, F., Monreale, A., Pedreschi, D., and Rinzivillo, S., ?A Generalisation-based Approach to Anonymising Movement Data?, 13th AGILE conference on Geographic Information Science. 2010.

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.

A.  Monreale, Andrienko, G., Andrienko, N., Giannotti, F., Pedreschi, D., Rinzivillo, S., and Wrobel, S., ?Movement Data Anonymity through Generalization?, Transactions on Data Privacy, vol. 3, pp. 91?121, 2010.

A.  Monreale, Trasarti, R., Renso, C., Pedreschi, D., and Bogorny, V., ?Preserving privacy in semantic-rich trajectories of human mobility?, in SPRINGL, 2010, pp. 47-54.

M.  Berlingerio, Coscia, M., Giannotti, F., Monreale, A., and Pedreschi, D., ?Towards Discovery of Eras in Social Networks?, in M3SN 2010 Workshop, in conjunction with ICDE2010, 2010.

R. G.  Pensa, Monreale, A., Pinelli, F., and Pedreschi, D., ?Anonymous Sequences from Trajectory Data?, 17th Italian Symposium on Advanced Database Systems. Camogli, Italy, 2009.

F.  Giannotti, Pedreschi, D., and Theodoridis, Y., ?Geographic privacy-aware knowledge discovery and delivery?, in EDBT, 2009, pp. 1157-1158.

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.

D.  Pedreschi, Ruggieri, S., and Turini, F., ?Integrating induction and deduction for finding evidence of discrimination?, in ICAIL, 2009, pp. 157-166.

D.  Pedreschi, Ruggieri, S., and Turini, F., ?Measuring Discrimination in Socially-Sensitive Decision Records?, in SDM, 2009, pp. 581-592.

F.  Giannotti, Nanni, M., Pedreschi, D., Renso, C., and Trasarti, R., ?Mining Mobility Behavior from Trajectory Data?, in CSE (4), 2009, pp. 948-951.

G.  Andrienko, Andrienko, N., Giannotti, F., Monreale, A., and Pedreschi, D., ?Movement data anonymity through generalization?, in Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, 2009.

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.  Atzori, Bonchi, F., Giannotti, F., and Pedreschi, D., ?Anonymity preserving pattern discovery?, VLDB J., vol. 17, pp. 703-727, 2008.

D.  Pedreschi, Ruggieri, S., and Turini, F., ?Discrimination-aware data mining?, in KDD, 2008, pp. 560-568.

F.  Giannotti and Pedreschi, D., ?Mobility, Data Mining and Privacy: A Vision of Convergence?, in Mobility, Data Mining and Privacy, 2008, pp. 1-11.

F.  Giannotti and Pedreschi, D., Mobility, Data Mining and Privacy - Geographic Knowledge Discovery. Springer, 2008.

F.  Giannotti, Pedreschi, D., and Turini, F., ?Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project?, in PinKDD, 2008, pp. 25-32.

R. G.  Pensa, Monreale, A., Pinelli, F., and Pedreschi, D., ?Pattern-Preserving k-Anonymization of Sequences and its Application to Mobility Data Mining?, in PiLBA, 2008.

D.  Pedreschi, Bonchi, F., Turini, F., Verykios, V. S., Atzori, M., Malin, B., Moelans, B., and Saygin, Y., ?Privacy Protection: Regulations and Technologies, Opportunities and Threats?, in Mobility, Data Mining and Privacy, 2008, pp. 101-119.

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

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.

M.  Atzori, Bonchi, F., Giannotti, F., Pedreschi, D., and Abul, O., ?Privacy-Aware Knowledge Discovery from Location Data?, in MDM, 2007, pp. 283-287.

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.  Atzori, Bonchi, F., Giannotti, F., and Pedreschi, D., ?Towards low-perturbation anonymity preserving pattern discovery?, in SAC, 2006, pp. 588-592.

M.  Atzori, Bonchi, F., Giannotti, F., and Pedreschi, D., ?Anonymity and data mining?, Comput. Syst. Sci. Eng., vol. 20, 2005.

M.  Atzori, Bonchi, F., Giannotti, F., and Pedreschi, D., ?Blocking Anonymity Threats Raised by Frequent Itemset Mining?, in ICDM, 2005, pp. 561-564.

F.  Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., ?Efficient breadth-first mining of frequent pattern with monotone constraints?, Knowl. Inf. Syst., vol. 8, pp. 131-153, 2005.

F.  Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., ?Exante: A Preprocessing Method for Frequent-Pattern Mining?, IEEE Intelligent Systems, vol. 20, pp. 25-31, 2005.

D.  Pedreschi and Ruggieri, S., ?Bounded Nondeterminism of Logic Programs?, Ann. Math. Artif. Intell., vol. 42, pp. 313-343, 2004.

D.  Pedreschi, Ruggieri, S., and Smaus, J. - G., ?Characterisations of Termination in Logic Programming?, in Program Development in Computational Logic, 2004, pp. 376-431.

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

F.  Bonchi, Giannotti, F., and Pedreschi, D., ?Frequent Pattern Queries for Flexible Knowledge Discovery?, in SEBD, 2004, pp. 250-261.

C.  Alfonsi, Scarabottolo, N., Pedreschi, D., and Simi, M., ?IT4PS: information technology for problem solving?, in ITiCSE, 2004, p. 241.

J. - F.  Boulicaut, Esposito, F., Giannotti, F., and Pedreschi, D., ?Knowledge Discovery in Databases: PKDD 2004, 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004, Proceedings?, Lecture Notes in Computer Science, vol. 3202. Springer, 2004.

J. - F.  Boulicaut, Esposito, F., Giannotti, F., and Pedreschi, D., ?Machine Learning: ECML 2004, 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings?, Lecture Notes in Computer Science, vol. 3201. Springer, 2004.

F.  Bonchi, Giannotti, F., and Pedreschi, D., ?A Relational Query Primitive for Constraint-Based Pattern Mining?, in Constraint-Based Mining and Inductive Databases, 2004, pp. 14-37.

F.  Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., ?Adaptive Constraint Pushing in Frequent Pattern Mining?, in PKDD, 2003, pp. 47-58.

F.  Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., ?ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint?, in ICDM, 2003, pp. 11-18.

F.  Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., ?ExAnte: Anticipated Data Reduction in Constrained Pattern Mining?, in PKDD, 2003, pp. 59-70.

D.  Pedreschi and Ruggieri, S., ?On logic programs that always succeed?, Sci. Comput. Program., vol. 48, pp. 163-196, 2003.

F.  Bonchi, Giannotti, F., Mazzanti, A., and Pedreschi, D., ?Pre-processing for Constrained Pattern Mining?, in SEBD, 2003, pp. 519-530.

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

D.  Pedreschi, Ruggieri, S., and Smaus, J. - G., ?Classes of terminating logic programs?, TPLP, vol. 2, pp. 369-418, 2002.

P.  Mascellani and Pedreschi, D., ?The Declarative Side of Magic?, in Computational Logic: Logic Programming and Beyond, 2002, pp. 83-108.

P.  Mancarella, Pedreschi, D., and Ruggieri, S., ?Negation as Failure through Abduction: Reasoning about Termination?, in Computational Logic: Logic Programming and Beyond, 2002, pp. 240-272.

D.  Pedreschi, Ruggieri, S., and Smaus, J. - G., ?Classes of Terminating Logic Programs?, CoRR, vol. cs.LO/0106, 2001.

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.  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.  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.  Bonchi, Giannotti, F., and Pedreschi, D., ?On Verification in Logic Database Languages?, in Computational Logic, 2000, pp. 957-971.

D.  Pedreschi and Ruggieri, S., ?Bounded Nondeterminism of Logic Programs?, in ICLP, 1999, pp. 350-364.

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.

F.  Giannotti, Manco, G., Pedreschi, D., and Turini, F., ?Experiences with a Logic-Based Knowledge Discovery Support Environment?, in AI*IA, 1999, pp. 202-213.

F.  Giannotti, Manco, G., Pedreschi, D., and Turini, F., ?Experiences with a Logic-based knowledge discovery Support Environment?, in 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 1999.

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.

D.  Pedreschi and Ruggieri, S., ?On Logic Programs That Do Not Fail?, Electr. Notes Theor. Comput. Sci., vol. 30, 1999.

F.  Bonchi, Giannotti, F., Mainetto, G., and Pedreschi, D., ?Una Metodologia Basata sulla Classificazione per la Pianificazione degli Accertamenti nel Rilevamento di Frodi?, in SEBD, 1999, pp. 69-84.

F.  Bonchi, Giannotti, F., Mainetto, G., and Pedreschi, D., ?Using Data Mining Techniques in Fiscal Fraud Detection?, in DaWaK, 1999, pp. 369-376.

D.  Pedreschi and Ruggieri, S., ?Verification of Logic Programs?, J. Log. Program., vol. 39, pp. 125-176, 1999.

F.  Giannotti and Pedreschi, D., ?Datalog with Non-Deterministic Choice Computers NDB-PTIME?, J. Log. Program., vol. 35, pp. 79-101, 1998.

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.

D.  Pedreschi and Ruggieri, S., ?Weakest Preconditions for Pure Prolog Programs?, Inf. Process. Lett., vol. 67, pp. 145-150, 1998.

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

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., and Pedreschi, D., ?A Deductive Data Model for Representing and Querying Semistructured Data?, in APPIA-GULP-PRODE, 1997, pp. 129-140.

D.  Pedreschi and Subrahmanian, V. S., ?Non-determinism in Deductive Databases - Preface?, Ann. Math. Artif. Intell., vol. 19, pp. 1-2, 1997.

D.  Pedreschi and Ruggieri, S., ?Verification of Meta-Interpreters?, J. Log. Comput., vol. 7, pp. 267-303, 1997.

K. R.  Apt, Gabbrielli, M., and Pedreschi, D., ?A Closer Look at Declarative Interpretations?, J. Log. Program., vol. 28, pp. 147-180, 1996.

D.  Pedreschi and Zaniolo, C., ?Logic in Databases, International Workshop LID'96, San Miniato, Italy, July 1-2, 1996, Proceedings?, Lecture Notes in Computer Science, vol. 1154. Springer, 1996.

D.  Pedreschi and Ruggieri, S., ?A Case Study in Logic Program Verification: the Vanilla Metainterpreter?, in GULP-PRODE, 1995, pp. 643-654.

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.

L.  Corciulo, Giannotti, F., Pedreschi, D., and Zaniolo, C., ?Expressive Power of Non-Deterministic Operators for Logic-based Languages?, in Workshop on Deductive Databases and Logic Programming, 1994, pp. 27-40.

A.  Brogi, Chiarelli, A., Mancarella, P., Mazzotta, V., Pedreschi, D., Renso, C., and Turini, F., ?Implementations of Program Composition Operations?, in PLILP, 1994, pp. 292-307.

A.  Brogi, Chiarelli, A., Mancarella, P., Mazzotta, V., Pedreschi, D., Renso, C., and Turini, F., ?Implementations of Program Composition Operations?, pp. 292?307, 1994.

A.  Brogi, Chiarelli, A., Mancarella, P., Mazzotta, V., Pedreschi, D., Renso, C., and Turini, F., ?Implementations of Program Composition Operations?, in PLILP, 1994, pp. 292-307.

A.  Brogi, Mancarella, P., Pedreschi, D., and Turini, F., ?Modular Logic Programming?, ACM Trans. Program. Lang. Syst., vol. 16, pp. 1361-1398, 1994.

D.  Pedreschi, ?A Proof Method for Runtime Properties of Prolog Programs?, in ICLP, 1994, pp. 584-598.

P.  Mascellani and Pedreschi, D., ?Proving termination of Prolog programs?, in GULP-PRODE (1), 1994, pp. 46-61.

L.  Corciulo, Giannotti, F., and Pedreschi, D., ?Datalog with Non-Deterministic Choice Computes NDB-PTIME?, in DOOD, 1993, pp. 49-66.

K. R.  Apt and Pedreschi, D., ?Reasoning about Termination of Pure Prolog Programs?, Inf. Comput., vol. 106, pp. 109-157, 1993.

A.  Brogi, Mancarella, P., Pedreschi, D., and Turini, F., ?Meta for Modularising Logic Programming?, in META, 1992, pp. 105-119.

B.  Bertolino, Meo, L., Pedreschi, D., and Turini, F., The Type System of LML. 1992, pp. 313-332.

F.  Giannotti, Pedreschi, D., Saccà, D., and Zaniolo, C., ?Non-Determinism in Deductive Databases?, in DOOD, 1991, pp. 129-146.

K. R.  Apt and Pedreschi, D., ?Proving Termination of General Prolog Programs?, in TACS, 1991, pp. 265-289.

A.  Brogi, Mancarella, P., Pedreschi, D., and Turini, F., ?Theory Construction in Computational Logic?, in ICLP Workshop on Construction of Logic Programs, 1991, pp. 241-250.

P.  Mancarella, Pedreschi, D., Rondinelli, M., and Tagliatti, M., ?Algebraic Properties of a Class of Logic Programs?, in NACLP, 1990, pp. 23-39.

F.  Giannotti and Pedreschi, D., ?Declarative Semantics for Pruning Operators in Logic Programming?, in LPNMR, 1990, pp. 27-37.

A.  Brogi, Mancarella, P., Pedreschi, D., and Turini, F., ?Logic Programming within a Functional Framework?, in PLILP, 1990, pp. 372-386.

R.  Barbuti, Mancarella, P., Pedreschi, D., and Turini, F., ?A Transformational Approach to Negation in Logic Programming?, J. Log. Program., vol. 8, pp. 201-228, 1990.

A.  Brogi, Mancarella, P., Pedreschi, D., and Turini, F., ?Universal Quantification by Case Analysis?, in ECAI, 1990, pp. 111-116.

P.  Mancarella and Pedreschi, D., ?An Algebra of Logic Programs?, in ICLP/SLP, 1988, pp. 1006-1023.

P.  Mancarella, Martini, S., and Pedreschi, D., ?Complete Logic Programs with Domain-Closure Axiom?, J. Log. Program., vol. 5, pp. 263-276, 1988.

B.  Bertolino, Mancarella, P., Meo, L., Nini, L., Pedreschi, D., and Turini, F., ?A Progress Report on the LML Project?, in FGCS, 1988, pp. 675-684.

R.  Barbuti, Mancarella, P., Pedreschi, D., and Turini, F., ?Intensional Negation of Logic Programs: Examples and Implementation Techniques?, in TAPSOFT, Vol.2, 1987, pp. 96-110.

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.

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