Roberto Trasarti

Orcid: 0000-0001-5316-6475

Affiliations:
  • National Research Council, Italy


According to our database1, Roberto Trasarti authored at least 66 papers between 2006 and 2023.

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Timeline

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Bibliography

2023
A Research Infrastructure where Artificial Intelligence Meets Persons and Society.
ERCIM News, 2023

Dataspaces: Concepts, Architectures and Initiatives.
Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), 2023

2022
SoBigData RI: European Integrated Infrastructure for Social Mining and Big Data Analytics.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Workflows for Bringing Data Science on the Cloud/Edge Computing Continuum.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

2021
A workflow language for research e-infrastructures.
Int. J. Data Sci. Anal., 2021

(So) Big Data and the transformation of the city.
Int. J. Data Sci. Anal., 2021

Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Ethics Inf. Technol., 2021

Data Science Workflows for the Cloud/Edge Computing Continuum.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021

2020
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
CoRR, 2020

Towards In-Memory Sub-Trajectory Similarity Search.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

2019
Computational modelling and data-driven techniques for systems analysis.
J. Intell. Inf. Syst., 2019

Transparency in Algorithmic Decision Making.
ERCIM News, 2019

Finding Roles of Players in Football Using Automatic Particle Swarm Optimization-Clustering Algorithm.
Big Data, 2019

2018
Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst., 2018

PRUDEnce: a System for Assessing Privacy Risk vs Utility in Data Sharing Ecosystems.
Trans. Data Priv., 2018

SoBigData: Social Mining & Big Data Ecosystem.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

2017
MyWay: Location prediction via mobility profiling.
Inf. Syst., 2017

Discovering and Understanding City Events with Big Data: The Case of Rome.
Inf., 2017

HyWare: a HYbrid Workflow lAnguage for Research E-infrastructures.
D Lib Mag., 2017

Movement Behaviour Recognition for Water Activities.
Proceedings of the Personal Analytics and Privacy. An Individual and Collective Perspective, 2017

There's a Path for Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016
Driving Profiles Computation and Monitoring for Car Insurance CRM.
ACM Trans. Intell. Syst. Technol., 2016

Special Issue on Mobile Traffic Analytics.
Comput. Commun., 2016

2015
Towards user-centric data management: individual mobility analytics for collective services.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2015

TOSCA: two-steps clustering algorithm for personal locations detection.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

City users' classification with mobile phone data.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
A Privacy Risk Model for Trajectory Data.
Proceedings of the Trust Management VIII - 8th IFIP WG 11.11 International Conference, 2014

Big data analytics for smart mobility: a case study.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

2013
Towards mega-modeling: a walk through data analysis experiences.
SIGMOD Rec., 2013

How you move reveals who you are: understanding human behavior by analyzing trajectory data.
Knowl. Inf. Syst., 2013

Estimating Time-Dependent speed functions using a Gravity Model over Road Network.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Point of Interest Communities Discovery over Mobility Data.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

A Gravity Model for Speed Estimation over Road Network.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Mob-Warehouse: A Semantic Approach for Mobility Analysis with a Trajectory Data Warehouse.
Proceedings of the Advances in Conceptual Modeling, 2013

Transportation Planning Based on GSM Traces: A Case Study on Ivory Coast.
Proceedings of the Citizen in Sensor Networks - Second International Workshop, 2013

Understanding Human Mobility Using Mobility Data Mining.
Proceedings of the Mobility Data: Modeling, 2013

2012
An Agent-Based Model to Evaluate Carpooling at Large Manufacturing Plants.
Proceedings of the 3rd International Conference on Ambient Systems, 2012

Individual Mobility Profiles: Methods and Application on Vehicle Sharing.
Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

ComeTogether: Discovering Communities of Places in Mobility Data.
Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Efficient distributed computation of human mobility aggregates through user mobility profiles.
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012

Mega-modeling for Big Data Analytics.
Proceedings of the Conceptual Modeling, 2012

2011
Unveiling the complexity of human mobility by querying and mining massive trajectory data.
VLDB J., 2011

C-safety: a framework for the anonymization of semantic trajectories.
Trans. Data Priv., 2011

A Query Language for Mobility Data Mining.
Int. J. Data Warehous. Min., 2011

Traffic Jams Detection Using Flock Mining.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Mining mobility user profiles for car pooling.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010
Mastering the Spatio-Temporal Knowledge Discovery Process.
PhD thesis, 2010

Querying and mining trajectories with gaps: a multi-path reconstruction approach (Extended Abstract).
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Location Prediction through Trajectory Pattern Mining (Extended Abstract).
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Exploring Real Mobility Data with M-Atlas.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Preserving privacy in semantic-rich trajectories of human mobility.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS, 2010

Mobility data mining: discovering movement patterns from trajectory data.
Proceedings of the Second International Workshop on Computational Transportation Science, 2010

Advanced knowledge discovery on movement data with the GeoPKDD system.
Proceedings of the EDBT 2010, 2010

2009
A constraint-based querying system for exploratory pattern discovery.
Inf. Syst., 2009

A new technique for sequential pattern mining under regular expressions.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

WhereNext: a location predictor on trajectory pattern mining.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

K-BestMatch Reconstruction and Comparison of Trajectory Data.
Proceedings of the ICDM Workshops 2009, 2009

DAMSEL: A System for Progressive Querying and Reasoning on Movement Data.
Proceedings of the Database and Expert Systems Applications, 2009

Mining Mobility Behavior from Trajectory Data.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Towards Semantic Interpretation of Movement Behavior.
Proceedings of the Advances in GIScience, 2009

2008
DAEDALUS: A knowledge discovery analysis framework for movement data.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Location prediction within the mobility data analysis environment DAEDALUS.
Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, 2008

Sequence Mining Automata: A New Technique for Mining Frequent Sequences under Regular Expressions.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

The DAEDALUS framework: progressive querying and mining of movement data.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

2006
On Interactive Pattern Mining from Relational Databases.
Proceedings of the Knowledge Discovery in Inductive Databases, 5th International Workshop, 2006

ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery.
Proceedings of the 22nd International Conference on Data Engineering, 2006


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