Mirco Nanni: Bibliography by year

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2022       Matteo Böhm, Mirco Nanni, Luca Pappalardo. Gross polluters and vehicle emissions reduction. In Nature Sustainability, 2022. https://doi.org/10.1038/s41893-022-00903-x. Full-text view-only version: https://rdcu.be/cPjSj.       Mirco Nanni, Riccardo Guidotti, Agnese Bonavita, Omid Isfahani Alamdari. City indicators for geographical transfer learning: an application to crash prediction. In GeoInformatica, 1-32. 2022. https://link.springer.com/article/10.1007/s10707-022-00464-3.

2021       Gennady Andrienko, Natalia Andrienko, Fabian Patterson, Siming Chen, Robert Weibel, Haosheng Huang, Christos Doulkeridis, Harris Georgiou, Nikos Pelekis, Yannis Theodoridis, Mirco Nanni, Leonardo Longhi, Athanasios Koumparos, Ansar Yasar, Ibad Kureshi. Visual Analytics for Characterizing Mobility Aspects of Urban Context. In Urban Informatics, Springer, 2021. https://link.springer.com/chapter/10.1007/978-981-15-8983-6_40.       Mirco Nanni, Agnese Bonavita, Riccardo Guidotti. City Indicators for Mobility Data Mining. In EDBT/ICDT Workshop on Big Mobility Data Analytics (BMDA 2021). https://openreview.net/pdf?id=Nrw2GtKJwIQ       J Bowles, G Broccia, M Nanni. From Data to Models and Back: 9th International Symposium, DataMod 2020, Virtual Event, October 20, 2020, Revised Selected Papers. In Springer Nature, 12611. https://link.springer.com/book/10.1007/978-3-030-70650-0       Cheng Fu, Mirco Nanni, Gevorg Yeghikyan, Robert Weibel. Measuring Polycentricity: A Whole Graph Embedding Perspective. In UC Santa Barbara: Center for Spatial Studies. https://doi.org/10.25436/E2TG6C.       A Bonavita, R Guidotti, M Nanni. Individual and collective stop-based adaptive trajectory segmentation. In GeoInformatica, 1-27. https://link.springer.com/article/10.1007/s10707-021-00449-8.

2020       Omid Isfahani Alamdari, Mirco Nanni, Roberto Trasarti, Dino Pedreschi. Towards In-Memory Sub-Trajectory Similarity Search. In EDBT/ICDT Workshop on Big Mobility Data Analytics (BMDA 2020), CEUR, vol 2578, 2020. http://ceur-ws.org/Vol-2578/BMDA9.pdf       Agnese Bonavita, Riccardo Guidotti, Mirco Nanni. Self-Adapting Trajectory Segmentation. In EDBT/ICDT Workshop on Big Mobility Data Analytics (BMDA 2020), CEUR, vol 2578, 2020. http://ceur-ws.org/Vol-2578/BMDA3.pdf       Riccardo Guidotti, Mirco Nanni, Francesca Sbolgi. Data-Driven Location Annotation for Fleet Mobility Modeling. In EDBT/ICDT Workshop on Big Mobility Data Analytics (BMDA 2020), CEUR, vol 2578, 2020. http://ceur-ws.org/Vol-2578/BMDA2.pdf       Farzad Vaziri, Mirco Nanni, Stan Matwin, Dino Pedreschi. Discovering Tourist Attractions of Cities Using Flickr and OpenStreetMap Data. In Advances in Tourism, Technology and Smart Systems. Smart Innovation, Systems and Technologies, Springer, vol 171, 2020. 10.1007/978-981-15-2024-2_21       Mirco Nanni, Gennady Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandé, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, Janos Kertesz, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenc Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani. Give more data, awareness and control to individual citizens, and they will help COVID-19 containment. In Transactions on Data Privacy, 13:1, pp. 61 - 66, 2020. http://www.tdp.cat/issues16/vol13n01.php In Ethics and Information Technology, 23, pp. 1 - 6, 2021. https://link.springer.com/article/10.1007/s10676-020-09572-w In arXiv:2004.05222, April 2020.       Riccardo Guidotti, Mirco Nanni. Crash Prediction and Risk Assessment with Individual Mobility Networks. In The 21st IEEE International Conference on Mobile Data Management (MDM 2020), DOI: 10.1109/MDM48529.2020.00030.       Riccardo Guidotti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi, Simone Bertoli, Biagio Speciale, Hillel Rapoport. Measuring Immigrants Adoption of NativesShopping Consumption with Machine Learning. In ECML-PKDD 2020, Applied Data Science Trask, 10.1007/978-3-030-67670-4_23.       Yeghikyan, G., Opolka, F., Lepri, B., Nanni, M., Lio, P. Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks. In 2020 IEEE International Conference on Smart Computing (SMARTCOMP), 10.1109/SMARTCOMP50058.2020.00028.       Nanni M, Tortosa L, Vicent JF, Yeghikyan G. Ranking places in attributed temporal urban mobility networks. In PLoS ONE 15(10): e0239319), 10.1371/journal.pone.0239319.       Matteo Böhm, Mirco Nanni, Luca Pappalardo. Quantifying the presence of air pollutants over a road network in high spatio-temporal resolution. In Proceedings of the Climate Change AI, NeurIPS Workshop, vol. 11, https://s3.us-east-1.amazonaws.com/climate-change-ai/papers/neurips2020/28/paper.pdf/journal.pone.0239319.

2019       Leonardo Longhi, Mirco Nanni. Car telematics big data analytics for insurance and innovative mobility services. In Journal of Ambient Intelligence and Humanized Computing (JAHC), p. 1-11, Springer, 2017. 10.1007/s12652-019-01632-4

2018       L. Gabrielli, D. Fadda, G. Rossetti, M. Nanni, L. Piccinini, D. Pedreschi, F. Giannotti, P. Lattarulo. Discovering Mobility Functional Areas: A Mobility Data Analysis Approach. In International Workshop on Complex Networks, Springer, p. 311-322, 2018. 10.1007/978-3-319-73198-8_27       G. Amato, L. Candela, D. Castelli, A. Esuli, F. Falchi, C. Gennaro, F. Giannotti, A. Monreale, M. Nanni, P. Pagano, L. Pappalardo, D. Pedreschi, F. Pratesi, F. Rabitti, S. Rinzivillo, G. Rossetti, S. Ruggieri, F. Sebastiani, M. Tesconi. How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science. In Springer's Studies in Big Data (SBD), Springer, 2017. 10.1007/978-3-319-61893-7_17

2017       Riccardo Guidotti, Mirco Nanni, Salvatore Rinzivillo, Dino Pedreschi and Fosca Giannotti. Never Drive Alone: Boosting carpooling with network analysis. In Information Systems journal (IS), Elsevier, 2017. 10.1016/j.is.2016.03.006       Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci. Scalable and flexible clustering solutions for mobile phone-based population indicators. In International Journal of Data Science and Analytics (IJDSA), Springer, 2017. 10.1007/s41060-017-0065-y       Riccardo Guidotti, Anna Monreale, Mirco Nanni, Fosca Giannotti, Dino Pedreschi. Clustering Individual Transactional Data for Masses of Users. In ACM International Conference on Knowledge Discovery and Data Mining (KDD 2017), ACM, 2017.       Riccardo Guidotti, Roberto Trasarti, Mirco Nanni, Fosca Giannotti and Dino Pedreschi. 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), IEEE, 2017.       Christian Bessiere, Luc de Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan, Anastasia Paparrizou, Dino Pedreschi and Helmut Simonis. The Inductive Constraint Programming Loop. In IEEE Intelligent Systems, IEEE, 2017. 10.1109/MIS.2017.265115706.       Mirco Nanni, Roberto Trasarti and Fosca Giannotti. Movement Behaviour Recognition for Water Activities. In Proceedings of First International Workshop on Personal Analytics and Privacy. An Individual and Collective Perspective (PAP 2017), Lecture Notes in Computer Science, Springer, 2017. 10.1007/978-3-319-71970-2.

2016       Mirco Nanni, Roberto Trasarti, Anna Monreale, Valerio Grossi, Dino Pedreschi. Driving profiles computation and monitoring for car insurance CRM. In ACM Transactions on Intelligent Systems and Technology (TIST), ACM, 2016.       Thomas Gartner, Mirco Nanni, Andrea Passerini, Celine Robardet. Guest editors' introduction to the EcmlPkdd 2016 journal track special issue of Machine Learning. In Data Min. Knowl. Discov. 30(5): 995-997 (DAMI) and Machine Learning 104(2-3): 149-150 (MACH), Elsevier, 2016. 10.1007/s10618-016-0476-8 and 10.1007/s10994-016-5587-3.       Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci. Improving population estimation from mobile calls: A clustering approach. In IEEE Symposium on Computers and Communication (ISCC), IEEE 2016.       Barbara Furletti, Daniele Fadda, Leonardo Piccini, Mirco Nanni, Patrizia Lattarulo. Big Data and Public Administration: a case study for Tuscany Airports. In Proceedings of Sistemi Evoluti per Basi di Dati (SEBD), 2016.       Valerio Grossi, Tias Guns, Anna Monreale, Mirco Nanni, Siegfried Nijssen. Partition-Based Clustering Using Constraint Optimization. In Data Mining and Constraint Programming, 282-299, 2016. 10.1007/978-3-319-50137-6_11       Christian Bessiere, Luc De Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan, Anastasia Paparrizou, Dino Pedreschi, Helmut Simonis. The Inductive Constraint Programming Loop. In Data Mining and Constraint Programming, 303-309, 2016. 10.1007/978-3-319-50137-6_12       Mirco Nanni, Lars Kotthoff, Riccardo Guidotti, Barry O'Sullivan, Dino Pedreschi. ICON Loop Carpooling Show Case. In Data Mining and Constraint Programming, 310-324, 2016. 10.1007/978-3-319-50137-6_13

2015         Riccardo Guidotti, Roberto Trasarti, Mirco Nanni. TOSCA: TwO Steps Clustering Algorithm for Personal Locations Detection. In 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015).         Riccardo Guidotti, Roberto Trasarti, Mirco Nanni. Towards user-centric data management: individual mobility analytics for collective services. In MobGIS workshop at 23rd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2015).         Lars Kotthoff, Mirco Nanni, Riccardo Guidotti, Barry O'Sullivan. Find Your Way Back: Mobility Profile Mining with Constraints. In 21st International Conference on Principles and Practice of Constraint Programming (CP 2015), LNCS 9255, pp. 638-653, 2015. 10.1007/978-3-319-23219-5_44, Springer.         Lorenzo Gabrielli, Barbara Furletti, Fosca Giannotti, Mirco Nanni and Salvatore Rinzivillo. Use of Mobile Phone Data to Estimate Visitors Mobility Flows. In C. Canal and A. Idani (Eds.): SEFM 2014 (post-workshop proceedings), LNCS 8938, pp. 1-13, 2015. 10.1007/978-3-319-15201-1_14, Springer.         Valerio Grossi, Anna Monreale, Mirco Nanni, Dino Pedreschi, Franco Turini. Clustering Formulation Using Constraint Optimization. In SEFM Workshops 2015, LNCS 9509, pp. 93-107, 2015. 10.1007/978-3-662-49224-6_9, Springer.

2014 Mirco Nanni, Costantino Thanos, Fosca Giannotti, Andreas Rauber Big Data Analytics: towards a European research agenda. ERCIM White Paper on Big Data Analytics - ERCIM Strategic Reports, 2014.         Barbara Furletti, Lorenzo Gabrielli, Fosca Giannotti, Letizia Milli, Mirco Nanni, Dino Pedreschi. 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 (SIS 2014), 2014.         Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Mirco Nanni, Dino Pedreschi. Big data analytics for smart mobility: a case study. In EDBT/ICDT 2014 Workshops - Mining Urban Data (MUD 2014), pp. 363-364, 2014.         Salvatore Rinzivillo, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo, Fosca Giannotti and Dino Pedreschi. The Purpose of Motion: Learning Activities from Individual Mobility Networks. In 2014 International Conference on Data Science and Advanced Analytics (DSAA14), 2014.         Mirco Nanni, Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli Peter Van Der Mede, Joost De Bruijn, Erik De Romph, Gerard Bruil. Transportation Planning Based on GSM Traces: A Case Study on Ivory Coast. In J. Nin and D. Villatoro (Eds.): CitiSens 2013 (post-workshop proceedings), LNAI 8313, pp. 15-25, 2014. DOI: 10.1007/978-3-319-04178-0_2, Springer.         Chiara Renso, Rebecca Ong, Mirco Nanni, Monica Wachowicz and Dino Pedreschi. Parameter Estimation and Pattern Validation in Flock Mining. In New Frontiers in Mining Complex Patterns (NFMCP 2013) (post-workshop proceedings), LNCS 8399, pp. 3-17, 2014. DOI: 10.1007/978-3-319-08407-7_1, Springer.         Roberto Trasarti, Ana-Maria Olteanu-Raimon, Mirco Nanni, Thomas Couronne, Barbara Furletti, Fosca Giannotti, Zbigniew Smoreda, Cezary Ziemlicki. Discovering urban and country dynamics from mobile phone data with spatial correlation patterns. In Telecommunications Policy Journal, 2014. DOI: 10.1016/j.telpol.2013.12.002.         Mirco Nanni, Roberto Trasarti, Paolo Cintia, Barbara Furletti, Chiara Renso, Lorenzo Gabrielli, Salvatore Rinzivillo and Fosca Giannotti. Mobility Profiling. (Book chapter) In Data Science and Simulation in Transportation Research, IGI Global, 2014. DOI: 10.4018/978-1-4666-4920-0.

2013         Mirco Nanni. Mobility data mining. (Book chapter) In Mobility Data - Modeling, Management, and Understanding, Cambridge University Press, Oct. 2013. ISBN: 9781107021716.         Davy Janssens, Salvatore Rinzivillo and Mirco Nanni. Car traffic monitoring. (Book chapter) In Mobility Data - Modeling, Management, and Understanding, Cambridge University Press, Oct. 2013. ISBN: 9781107021716.         Chiara Renso, Rebecca Ong, Mirco Nanni, Monica Wachowicz and Dino Pedreschi. A Study on Parameter Estimation for a Mining Flock Algorithm. In Int'l workshop on New Frontiers in Mining Complex Patterns (NFMCP 2013) @ ECML-PKDD 2013.         Mirco Nanni, Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli Peter Van Der Mede, Joost De Bruijn, Erik De Romph, Gerard Bruil. Transportation Planning Based on GSM Traces: A Case Study on Ivory Coast. In CitiSens 2013, a ECCS workshop, Barcelona, 2013.         Mirco Nanni, Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli Peter Van Der Mede, Joost De Bruijn, Erik De Romph, Gerard Bruil. MP4-A Project: Mobility Planning For Africa. In D4D Challenge @ 3rd Conf. on the Analysis of Mobile Phone datasets (NetMob 2013).         Roberto Trasarti, Ana-Maria Olteanu-Raimon, Mirco Nanni, Thomas Couronne, Barbara Furletti, Fosca Giannotti, Zbigniew Smoreda, Cezary Ziemlicki. Discovering urban and country dynamics from mobile phone data with spatial correlation patterns. In 3rd Conf. on the Analysis of Mobile Phone datasets (NetMob 2013).

2012 Mirco Nanni, Roberto Trasarti, Giulio Rossetti and Dino Pedreschi. Efficient distributed computation of human mobility aggregates through User Mobility Profiles. In UrbComp'12: ACM SIGKDD International Workshop on Urban Computing, 2012.         Davy Janssens, Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Salvatore Rinzivillo. Data Science for Simulating the Era of Electric Vehicles. In Kunstliche Intelligenz (KI),26(3): 275-278, 2012.         T. Bellemans, S. Bothe, S. Cho, F. Giannotti, D. Janssens, L. Knapen, C. Korner, M. May, M. Nanni, D. Pedreschi, H. Stange, R. Trasarti, A. Yasar, G. Wets. An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants. In The 1st International Workshop on Agent-based Mobility, Traffic and Transportation Models, Methodologies and Applications (ABMTRANS'12, co-located with ANT-2012 conference), Procedia Computer Science, Volume 10, 2012, Pages 1221-1227, 2012.

2011         Ana-Maria Olteanu, Roberto Trasarti, Thomas Couronné, Fosca Giannotti, Mirco Nanni, Zbigniew Smoreda and Cezary Ziemlicki. GSM data analysis for tourism application. In 7th International Symposium on Spatial Data Quality (ISSDQ 2011).         Rebecca Ong, Fabio Pinelli, Trasarti Roberto, Mirco Nanni, Chiara Renso, Salvatore Rinzivillo and Fosca Giannotti. Traffic Jams detection using flock mining. In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2011) (demo paper). Roberto Trasarti, Fabio Pinelli, Mirco Nanni and Fosca Giannotti. Mining Mobility User Profiles for Car Pooling. In ACM International Conference on Knowledge Discovery and Data Mining (KDD 2011) (poster paper), 2011.         Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo and Roberto Trasarti. Unveiling the complexity of human mobility by querying and mining massive trajectory data. In VLDB Journal (VLDBJ), Special Issue on "Data Management for Mobile Services", Volume 20, Number 5, 695-719, DOI: 10.1007/s00778-011-0244-8, 2011.         Monica Wachowicz, Rebecca Ong, Chiara Renso and Mirco Nanni. Finding Moving Flock Patterns among Pedestrians through Collective Coherence. In International Journal of Geographical Information Science (IJGIS), Volume 25, Issue 11, pages 1849-1864, DOI: 10.1080/13658816.2011.561209, 2011.         Roberto Trasarti, Fosca Giannotti, Mirco Nanni, Dino Pedreschi and Chiara Renso. A Query Language for Mobility Data Mining. In International Journal of Data Warehousing and Mining (IJDWM), Vol. 7, Issue 1, pp. 24-45. IGI global, 2011.         Mirco Nanni, Salvatore Rinzivillo. Analisi e basi di dati. (Textbook, in Italian) UTET Università, De Agostini Scuola, 2011. Publisher web page.

2010   Slava Kisilevich, Florian Mansmann, Mirco Nanni and Salvatore Rinzivillo. Spatio-temporal clustering. In Data Mining and Knowledge Discovery Handbook 2010, Part 6, pp. 855-874.   Roberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Anna Monreale, Mirco Nanni, Chiara Renso, Dino Pedreschi and Fosca Giannotti. Exploring Real Mobility Data with M-Atlas. In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2010) (demo paper).   Rebecca Ong, Monica Wachowicz, Mirco Nanni and Chiara Renso. From pattern discovery to pattern interpretation in movement data. In Third International Workshop on Semantic Aspects of Data Mining (SADM 2010), Proceedings, pp. 527-534. IEEE, 2010. Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli, Chiara Renso, Salvatore Rinzivillo, Roberto Trasarti. Mobility data mining: discovering movement patterns from trajectory data. In International Workshop on Computational Transportation Science 2010 (IWCTS'10) - co-located with ACM SIGSPATIAL GIS 2010, Proceedings, pp. 7-10. ACM, 2010.   Osman Abul, Francesco Bonchi and Mirco Nanni. Anonymization of moving objects databases by clustering and perturbation. In Information Systems (IS), Volume 35, Issue 8, December 2010, Pages 884-910. doi:10.1016/j.is.2010.05.003. The software (Wait4Me) can be downloaded on the W4M web page.   Mirco Nanni, Roberto Trasarti, Chiara Renso, Fosca Giannotti and Dino Pedreschi. Advanced Knowledge Discovery on Movement Data with the GeoPKDD system. In 13th International Conference on Extending Database Technology (EDBT 2010) (Demo paper).         Mirco Nanni and Laura Spinsanti. Forecast analysis for sales in large-scale retail trade. Chapter in Data Mining in Public and Private Sectors: Organizational and Government Applications.         Walter Quattrociocchi, Daniela Latorre, Elena Lodi, Mirco Nanni. Dealing with Interaction for Complex Systems Modelling and Prediction. In International Journal of Artificial Life Research (IJALR).

2009 Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli. Trajectory pattern analysis for urban traffic. In International Workshop on Computational Transportation Science 2009 (IWCTS'09) - co-located with ACM SIGSPATIAL GIS 2009.         Mirco Nanni and Roberto Trasarti. K-BestMatch reconstruction and comparison of trajectory data. In IEEE Workshop on Spatial and Spatio-Temporal Data Mining (SSTDM'09) - co-located with ICDM'09.         Fabio Pinelli, Anyang Hou, Francesco Calabrese, Mirco Nanni, Chris Zegras, Carlo Ratti. Space and time-dependant bus accessibility: a case study in Rome. In 12th International IEEE Conference on Intelligent Transportation Systems (ITSC 2009).         Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Chiara Renso and Roberto Trasarti. Mining Mobility Behavior from Trajectory Data. In Workshop on Social Computing with Mobile Phones and Sensors: Modeling, Sensing and Sharing (SCMPS'09) - co-located with SocialCom-2009.         Gennady Andrienko, Natalia Andrienko, Salvatore Rinzivillo, Mirco Nanni, Dino Pedreschi and Fosca Giannotti. Visual Cluster Analysis of Large Collections of Trajectories. In IEEE Symposium on Visual Analytics Science and Technology (IEEE VAST'09).         Gennady Andrienko, Natalia Andrienko, Salvatore Rinzivillo, Mirco Nanni and Dino Pedreschi. A Visual Tool for Cluster-based Classification. 11th International Symposium on Spatial and Temporal Databases (SSTD 2009) (demo paper). Michele Berlingerio, Fabio Pinelli, Mirco Nanni, Fosca Giannotti. Temporal Mining for Interactive Workflow Data Analysis. ACM International Conference on Knowledge Discovery and Data Mining (KDD 2009) (short paper).

2008 Osman Abul, Francesco Bonchi, Mirco Nanni. Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases. Procs. of the 24th International Conference on Data Engineering (ICDE 2008). The NeverWalkAlone software can be downloaded on the NWA web page. S. Rinzivillo, D. Pedreschi, M. Nanni, F. Giannotti, N. Andrienko, G. Andrienko. Visually-driven analysis of movement data by progressive clustering. Workshop on GeoVisualization of Dynamics, Movement and Change (GeoVis08), at the AGILE 2008 Conference. Extended journal version appearead on Special Issue of Information Visualization journal (Vol.7 No.3). R.G. Pensa, Mirco Nanni. A Constraint-Based Approach for Multispace Clustering. Proceedings of Workshop From Local Patterns to Global Models (LeGo'08), at ECML/PKDD-08 Conference.   M. Nanni, B. Kuijpers, C. Koerner, M. May, and D. Pedreschi Spatiotemporal Data Mining Chapter of F. Giannotti and D. Pedreschi (eds.): Mobility, Data Mining and Privacy, 2008. Springer.

2007 Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli. Trajectory Pattern Mining. In ACM International Conference on Knowledge Discovery and Data Mining (KDD 2007). A technical report with proofs of theorems in appendix is here: . See also the video of presentation (~18 mins) on videolectures.net (PDF of slides available there, too). The T-Pattern Miner software can be downloaded from here: T-Patterns @ SourceForge.

2006 Mirco Nanni, Christophe Rigotti. Quantitative Episode Trees. In Procs. of the Workshop on Knowledge Discovery in Inductive Databases (KDID'06). An extended version also appeared in LNCS 4747 / 2007: "Extracting Trees of Quantitative Serial Episodes", 2007. Mirco Nanni, Dino Pedreschi. Time-focused density-based clustering of trajectories of moving objects (extended version). In Journal of Intelligent Information Systems (JIIS), 27(3):267-289, Special Issue on "Mining Spatio-Temporal Data", 2006. Fosca Giannotti, Mirco Nanni, Dino Pedreschi. Efficient Mining of Temporally Annotated Sequences In Proceedings of SIAM Data Mining Conf. 2006 (SDM'06). Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli. Mining Sequences with Temporal Annotations In Proceedings of ACM SAC 2006 - DM Track (SAC'06).

2005 Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Chiara Renso. GeoPKDD: Geographic Privacy-aware Knowledge Discovery (Vision paper). In Proceedings of the Workshop on Mining Spatio-Temporal Data (MSTD-2005), October 2005. Margherita D'Auria, Mirco Nanni, Dino Pedreschi. Time-focused density-based clustering of trajectories of moving objects. In Proceedings of the Workshop on Mining Spatio-Temporal Data (MSTD-2005), October 2005. Mirco Nanni. Speeding-up hierarchical agglomerative clustering in presence of expensive metrics. PAKDD 2005. LNAI 3518. (See also an extended technical report containing the details omitted in the paper).

2004 Miriam Baglioni, Mirco Nanni, Emiliano Giovannetti. Mining Literary Texts by Using Domain Ontologies. In Proceedings of the Workshop on Knowledge Discovery and Ontologies (KDO-2004), September 2004. Vincenzo Bacarella, Fosca Giannotti, Mirco Nanni, Dino Pedreschi. Discovery of ads web hosts through traffic data analysis. In Proceedings of the 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD 2004), September 2004. ACM Digital Libraries. Mirco Nanni, Alessandra Raffaetá, Chiara Renso, Franco Turini. A declarative framework for reasoning on spatio-temporal data. In Rita de Caluwe, Guy de Tré, Gloria Bordogna (Eds.). Spatio-Temporal Databases - Flexible Querying and Reasoning, 2004. Springer. Mirco Nanni, Alessandra Raffaetá, Chiara Renso, Franco Turini. Deductive and inductive reasoning on spatio-temporal data. In Procs of 15th International Conference on Applications of Prolog (INAP 2004). LNAI 3392 (published in 2005). Also in Proceedings of Sistemi Evoluti per Basi di Dati (SEBD'04), June 2004.

2003 Fosca Giannotti, Mirco Nanni, Dino Pedreschi and Fabio Samaritani. WebCat: Automatic Categorization of Web Search Results. In Proceedings of Sistemi Evoluti per Basi di Dati (SEBD'03), June 2003.

2002 Mirco Nanni. Clustering methods for spatio-temporal data. PhD Thesis. Dipartimento di Informatica, Università di Pisa, 2002.   Mirco Nanni. Distances for spatio-temporal clustering. In Proceedings of Sistemi Evoluti per Basi di Dati (SEBD'02), June 2002.

2001 F. Bonchi, F. Giannotti, C. Gozzi, G. Manco, M. Nanni, D. Pedreschi, C. Renso, and S. Ruggieri. Web log data warehousing and mining for intelligent web caching. Data and Knowledge Engineering (DKE), 32(2):165-189, October 2001. Fosca Giannotti, Giuseppe Manco, Mirco Nanni, and Dino Pedreschi. Nondeterministic, Nonmonotonic Logic Databases. IEEE Transactions on Knowledge and Data Engineering (TKDE), 13(5):813-823, 2001. Francesco Bonchi, Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, Chiara Renso, and Salvatore Ruggieri. Data mining for intelligent web caching. In Proceedings of the International Conference on Information Technology (ITCC 2001), 2001. Mirco Nanni. Distances for spatio-temporal clustering. In Proceedings of the Workshop on Complex Reasoning on Geographical Data (CRGD'01), December 2001.

2000 Jürgen Dix, Mirco Nanni, and V.S. Subrahmanian. Probabilistic agent programs. ACM Transactions in Computational Logic (TOCL), 1(2):208-246, 2000. Marat Fayzullin, Mirco Nanni, Dino Pedreschi, and V.S. Subrahmanian. Foundations of distributed interaction systems. Annals of Mathematics and Artificial Intelligence (AMAI), (28):127-168, 2000. Fosca Giannotti, Mirco Nanni, and Dino Pedreschi. Logic-based knowledge discovery in databases. In Proceedings of the 10th European-Japanese Conference on Information Modelling and Databases (EJC'00), May 2000.

1999 Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, and Franco Turini. Integration of deduction and induction for mining supermarket sales data. In Proceeding of the Third International Conference on Practical Applications of Knowledge Discovery and Data Mining (PADD'99), september 1999.   Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, and Franco Turini. Integration of deduction and induction for mining supermarket sales data. In Atti del Settimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati (SEBD'99), pages 117-131, june 1999.

1998 Fosca Giannotti, Giuseppe Manco, Mirco Nanni, and Dino Pedreschi. On the Effective Semantics of Temporal, Non-monotonic, Non-deterministic Logic Languages. In Proceedings of the International Conference on Computer Science Logic (CSL'98), number 1584 in Lecture Notes in Computer Science, august 1998.   Fosca Giannotti, Giuseppe Manco, Mirco Nanni, and Dino Pedreschi. Query Answering in Nondeterministic, Nonmonotonic, Logic Databases. In T. Andreasen, H. Christiansen, and H. Larsen, editors, Procs. of the Workshop on Flexible Query Answering (FQA'98), number 1395 in Lecture Notes on Artificial Intelligence, march 1998.

1997   Fosca Giannotti, Giuseppe Manco, Mirco Nanni, and Dino Pedreschi. Datalog++: A basis for active object-oriented databases. In Proceedings of "Quinto Convegno su Sistemi evoluti per Basi di Dati (SEBD97)", May 1997. Fosca Giannotti, Giuseppe Manco, Mirco Nanni, and Dino Pedreschi. Datalog++: A basis for active object-oriented databases. In F. Bry, R. Ramakrishnan, and K. Ramamohanarao, editors, Proceedings of the 5th International Conference on Deductive and Object-Oriented Databases (DOOD97), number 1341 in Lecture Notes in Computer Science, december 1997. M. Nanni. Nondeterminism and XY-Stratification in Deductive Databases (in Italian). Master's thesis, Department of Computer Science University of Pisa, 1997.