Anna Monreale

According to our database1, Anna Monreale authored at least 55 papers between 2008 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Privacy by Design for Mobility Data Analytics.
Proceedings of the Handbook of Mobile Data Privacy., 2018

A Data Mining Approach to Assess Privacy Risk in Human Mobility Data.
ACM TIST, 2018

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

Discovering temporal regularities in retail customers' shopping behavior.
EPJ Data Sci., 2018

Open the Black Box Data-Driven Explanation of Black Box Decision Systems.
CoRR, 2018

Local Rule-Based Explanations of Black Box Decision Systems.
CoRR, 2018

A Survey Of Methods For Explaining Black Box Models.
CoRR, 2018

How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

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

Fast Estimation of Privacy Risk in Human Mobility Data.
Proceedings of the Computer Safety, Reliability, and Security, 2017

Clustering Individual Transactional Data for Masses of Users.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Privacy Preserving Multidimensional Profiling.
Proceedings of the Smart Objects and Technologies for Social Good, 2017

2016
Partition-Based Clustering Using Constraint Optimization.
Proceedings of the Data Mining and Constraint Programming, 2016

Driving Profiles Computation and Monitoring for Car Insurance CRM.
ACM TIST, 2016

Unveiling mobility complexity through complex network analysis.
Social Netw. Analys. Mining, 2016

Privacy-Preserving Outsourcing of Data Mining.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

Privacy-Preserving Outsourcing of Pattern Mining of Event-Log Data - A Use-Case from Process Industry.
Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

2015
Discrimination- and privacy-aware patterns.
Data Min. Knowl. Discov., 2015

Clustering Formulation Using Constraint Optimization.
Proceedings of the Software Engineering and Formal Methods, 2015

Quantification in social networks.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014
Privacy-by-design in big data analytics and social mining.
EPJ Data Sci., 2014

Anonymity preserving sequential pattern mining.
Artif. Intell. Law, 2014

Retrieving Points of Interest from Human Systematic Movements.
Proceedings of the Software Engineering and Formal Methods, 2014

Fair pattern discovery.
Proceedings of the Symposium on Applied Computing, 2014

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

CF-inspired Privacy-Preserving Prediction of Next Location in the Cloud.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

2013
Multidimensional networks: foundations of structural analysis.
World Wide Web, 2013

Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases.
IEEE Systems Journal, 2013

Evolving networks: Eras and turning points.
Intell. Data Anal., 2013

Privacy-Aware Distributed Mobility Data Analytics.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

On multidimensional network measures.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Quantification Trees.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Privacy-Preserving Distributed Movement Data Aggregation.
Proceedings of the Geographic Information Science at the Heart of Europe, 2013

Anonymity: A Comparison Between the Legal and Computer Science Perspectives.
Proceedings of the European Data Protection: Coming of Age, 2013

Mobility Data and Privacy.
Proceedings of the Mobility Data: Modeling, 2013

2012
Classifying Trust/Distrust Relationships in Online Social Networks.
Proceedings of the 2012 International Conference on Privacy, 2012

Privacy-preserving Mining of Association Rules from Outsourced Transaction Databases.
Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Injecting Discrimination and Privacy Awareness Into Pattern Discovery.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

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

The pursuit of hubbiness: Analysis of hubs in large multidimensional networks.
J. Comput. Science, 2011

Foundations of Multidimensional Network Analysis.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Privacy-Preserving Data Mining from Outsourced Databases.
Proceedings of the Computers, Privacy and Data Protection: an Element of Choice, 2011

2010
Movement Data Anonymity through Generalization.
Trans. Data Privacy, 2010

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

Discovering Eras in Evolving Social Networks (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

As Time Goes by: Discovering Eras in Evolving Social Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Towards discovery of eras in social networks.
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 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

2009
Anonymous Sequences from Trajectory Data.
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

Movement data anonymity through generalization.
Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, 2009

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

Pattern-Preserving k-Anonymization of Sequences and its Application to Mobil- ity Data Mining.
Proceedings of the 1st International Workshop on Privacy in Location-Based Applications, 2008


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