Publications
] , “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.
, “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.
, “Trajectory pattern mining”, in KDD, 2007, pp. 330-339.
, “Trajectory pattern analysis for urban traffic”, in Second International Workshop on Computational Transportation Science, SEATTLE, USA, 2009, pp. 43-47.
, “Traffic Jams Detection Using Flock Mining”, in ECML/PKDD (3), 2011, pp. 650-653.
, “Towards user-centric data management: individual mobility analytics for collective services”, in Proceedings of the 4th {ACM} {SIGSPATIAL} International Workshop on Mobile Geographic Information Systems, MobiGIS 2015, Bellevue, WA, USA, November 3-6, 2015, 2015.
, “{TOSCA:} two-steps clustering algorithm for personal locations detection”, in Proceedings of the 23rd {SIGSPATIAL} International Conference on Advances in Geographic Information Systems, Bellevue, WA, USA, November 3-6, 2015, 2015.
, “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.
, “Temporal mining for interactive workflow data analysis”, in KDD, 2009, pp. 109-118.
, “Temporal analysis of process logs: a case study”, in SEBD, 2008, pp. 430-437.
, “A Study on Parameter Estimation for a Mining Flock Algorithm ”, in Mining Complex Patterns Workshop, ECML PKDD 2013, 2013.
, “Querying and mining trajectories with gaps: a multi-path reconstruction approach (Extended Abstract)”, in SEBD, 2010, pp. 126-133.
, “Query Answering in Nondeterministic, Nonmonotonic Logic Databases”, in FQAS, 1998, pp. 175-187.
, “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.
, “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.
, “Movement Behaviour Recognition for Water Activities”, in Personal Analytics and Privacy. An Individual and Collective Perspective - First International Workshop, {PAP} 2017, Held in Conjunction with {ECML} {PKDD} 2017, Skopje, Macedonia, September 18, 2017, Revised Selected Papers, 2017.
, “Mobility data mining: discovering movement patterns from trajectory data”, in Computational Transportation Science, 2010, pp. 7-10.
, “Mining sequences with temporal annotations”, in SAC, 2006, pp. 593-597.
, “Mining mobility user profiles for car pooling”, in KDD, 2011, pp. 1190-1198.
, “Mining Mobility Behavior from Trajectory Data”, in CSE (4), 2009, pp. 948-951.
, “Logic-Based Knowledge Discovery in Databases”, in EJC, 2000, pp. 279-283.
, “K-BestMatch Reconstruction and Comparison of Trajectory Data”, in ICDM Workshops, 2009, pp. 610-615.
, “K-BestMatch Reconstruction and Comparison of Trajectory Data”, in ICDM Workshops, 2009, pp. 610-615.
, “Integration of Deduction and Induction for Mining Supermarket Sales Data”, in SEBD, 1999, pp. 117-131.
, “Individual Mobility Profiles: Methods and Application on Vehicle Sharing”, in Twentieth Italian Symposium on Advanced Database Systems, {SEBD} 2012, Venice, Italy, June 24-27, 2012, Proceedings, 2012.