Mirco Nanni

Bruno Lepri

Pietro Liò

Proceedings of the IEEE International Conference on Smart Computing, 2020

Measuring Immigrants Adoption of Natives Shopping Consumption with Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Crash Prediction and Risk Assessment with Individual Mobility Networks.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Data-Driven Location Annotation for Fleet Mobility Modeling.

[BibT_eX]

[DOI]

Francesca Sbolgi

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

Self-Adapting Trajectory Segmentation.

[BibT_eX]

[DOI]

Agnese Bonavita

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

Towards In-Memory Sub-Trajectory Similarity Search.

[BibT_eX]

[DOI]

Omid Isfahani Alamdari

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

DataMod2020: 9th International Symposium "From Data to Models and Back".

[BibT_eX]

[DOI]

Juliana Bowles

Giovanna Broccia

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2018

How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.

[BibT_eX]

[DOI]

Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017

Never drive alone: Boosting carpooling with network analysis.

[BibT_eX]

[DOI]

Inf. Syst., 2017

Scalable and flexible clustering solutions for mobile phone-based population indicators.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2017

The Inductive Constraint Programming Loop.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2017

Advancements in Mobility Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Traffic Mining Applied to Police Activities, 2017

Movement Behaviour Recognition for Water Activities.

[BibT_eX]

[DOI]

Fosca Giannotti

Proceedings of the Personal Analytics and Privacy. An Individual and Collective Perspective, 2017

Clustering Individual Transactional Data for Masses of Users.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

There's a Path for Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016

ICON Loop Carpooling Show Case.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Constraint Programming, 2016

Partition-Based Clustering Using Constraint Optimization.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Constraint Programming, 2016

The Inductive Constraint Programming Loop.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Constraint Programming, 2016

Driving Profiles Computation and Monitoring for Car Insurance CRM.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Guest editors' introduction to the EcmlPkdd 2016 journal track special issue of Machine Learning.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2016

An effective Time-Aware Map Matching process for low sampling GPS data.

[BibT_eX]

[DOI]

Paolo Cintia

CoRR, 2016

Big Data and Public Administration: a case study for Tuscany Airports.

[BibT_eX]

Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Improving population estimation from mobile calls: A clustering approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communication, 2016

2015

Clustering Formulation Using Constraint Optimization.

[BibT_eX]

[DOI]

Proceedings of the Software Engineering and Formal Methods, 2015

Towards user-centric data management: individual mobility analytics for collective services.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2015

TOSCA: two-steps clustering algorithm for personal locations detection.

[BibT_eX]

[DOI]

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Find Your Way Back: Mobility Profile Mining with Constraints.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2015

2014

Use of Mobile Phone Data to Estimate Visitors Mobility Flows.

[BibT_eX]

[DOI]

Proceedings of the Software Engineering and Formal Methods, 2014

Annotating Trajectories by Fusing them with Social Media Users Posts.

[BibT_eX]

[DOI]

Proceedings of the XV Brazilian Symposium on Geoinformatics, Campos do Jordão, São Paulo, Brazil, November 30, 2014

Big data analytics for smart mobility: a case study.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

The purpose of motion: Learning activities from Individual Mobility Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

2013

Parameter Estimation and Pattern Validation in Flock Mining.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns, 2013

Transportation Planning Based on GSM Traces: A Case Study on Ivory Coast.

[BibT_eX]

[DOI]

Proceedings of the Citizen in Sensor Networks - Second International Workshop, 2013

Mobility Data Mining.

[BibT_eX]

Proceedings of the Mobility Data: Modeling, 2013

Car Traffic Monitoring.

[BibT_eX]

Davy Janssens

Salvatore Rinzivillo

Proceedings of the Mobility Data: Modeling, 2013

2012

An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Ambient Systems, 2012

Data Science for Simulating the Era of Electric Vehicles.

[BibT_eX]

[DOI]

Künstliche Intell., 2012

Individual Mobility Profiles: Methods and Application on Vehicle Sharing.

[BibT_eX]

[DOI]

Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Efficient distributed computation of human mobility aggregates through user mobility profiles.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012

2011

Unveiling the complexity of human mobility by querying and mining massive trajectory data.

[BibT_eX]

[DOI]

VLDB J., 2011

A Query Language for Mobility Data Mining.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2011

Finding moving flock patterns among pedestrians through collective coherence.

[BibT_eX]

[DOI]

Int. J. Geogr. Inf. Sci., 2011

Traffic Jams Detection Using Flock Mining.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Mining mobility user profiles for car pooling.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010

Spatio-temporal clustering.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Anonymization of moving objects databases by clustering and perturbation.

[BibT_eX]

[DOI]

Osman Abul

Francesco Bonchi

Inf. Syst., 2010

Dealing with Interaction for Complex Systems Modelling and Prediction.

[BibT_eX]

[DOI]

Walter Quattrociocchi

Daniela Latorre

Elena Lodi

Int. J. Artif. Life Res., 2010

Querying and mining trajectories with gaps: a multi-path reconstruction approach (Extended Abstract).

[BibT_eX]

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Exploring Real Mobility Data with M-Atlas.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

From Pattern Discovery to Pattern Interpretation in Movement Data.

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

Mobility data mining: discovering movement patterns from trajectory data.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Computational Transportation Science, 2010

Advanced knowledge discovery on movement data with the GeoPKDD system.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2010, 2010

2009

A Visual Analytics Toolkit for Cluster-Based Classification of Mobility Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2009

Temporal mining for interactive workflow data analysis.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Space and time-dependant bus accessibility: A case study in Rome.

[BibT_eX]

[DOI]

Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009

Interactive visual clustering of large collections of trajectories.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

K-BestMatch Reconstruction and Comparison of Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

Trajectory pattern analysis for urban traffic.

[BibT_eX]

[DOI]

Proceedings of the Second International Workshop on Computational Transportation Science, 2009

Mining Mobility Behavior from Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008

Spatiotemporal Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008

Visually driven analysis of movement data by progressive clustering.

[BibT_eX]

[DOI]

Inf. Vis., 2008

Temporal analysis of process logs: a case study.

[BibT_eX]

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases.

[BibT_eX]

[DOI]

Osman Abul

Francesco Bonchi

Proceedings of the 24th International Conference on Data Engineering, 2008

2007

Trajectory pattern mining.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

2006

Time-focused clustering of trajectories of moving objects.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2006

Efficient Mining of Temporally Annotated Sequences.

[BibT_eX]

[DOI]

Fosca Giannotti

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Mining sequences with temporal annotations.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Extracting Trees of Quantitative Serial Episodes.

[BibT_eX]

[DOI]

Christophe Rigotti

Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

2005

Speeding-Up Hierarchical Agglomerative Clustering in Presence of Expensive Metrics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

2004

Deductive and Inductive Reasoning on Spatio-Temporal Data.

[BibT_eX]

[DOI]

Proceedings of the Applications of Declarative Programming and Knowledge Management, 2004

Deductive and Inductive Reasoning on Trajectories.

[BibT_eX]

Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Discovery of ads web hosts through traffic data analysis.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2004

2003

WebCat: Automatic Categorization of Web Search Results.

[BibT_eX]

Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

2002

Clustering methods for spatio-temporal data.

[BibT_eX]

[DOI]

PhD thesis, 2002

Distances for Spatio-Temporal Clustering.

[BibT_eX]

Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

Distances For Spatio-Temporal Clustering.

[BibT_eX]

Proceedings of the 15th Australian Joint Conference on Artificial Intelligence 2002, 2002

2001

Nondeterministic, Nonmonotonic Logic Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2001

Web log data warehousing and mining for intelligent web caching.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2001

Data Mining for Intelligent Web Caching.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

2000

Probabilistic agent programs.

[BibT_eX]

[DOI]

Jürgen Dix

V. S. Subrahmanian

ACM Trans. Comput. Log., 2000

Foundations of distributed interaction systems.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2000

Logic-Based Knowledge Discovery in Databases.

[BibT_eX]

Fosca Giannotti