Fosca Giannotti

Int. J. Data Sci. Anal., 2021

Human migration: the big data perspective.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2021

Data science: a game changer for science and innovation.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2021

(So) Big Data and the transformation of the city.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2021

Learning Complex Couplings and Interactions.

[BibT_eX]

[DOI]

Can Wang

Longbing Cao

IEEE Intell. Syst., 2021

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

[BibT_eX]

[DOI]

Ethics Inf. Technol., 2021

Explainable Deep Image Classifiers for Skin Lesion Diagnosis.

[BibT_eX]

[DOI]

CoRR, 2021

Understanding peacefulness through the world news.

[BibT_eX]

[DOI]

CoRR, 2021

Home and destination attachment: study of cultural integration on Twitter.

[BibT_eX]

[DOI]

CoRR, 2021

GLocalX - From Local to Global Explanations of Black Box AI Models.

[BibT_eX]

[DOI]

Artif. Intell., 2021

Artificial Intelligence for Humankind: A Panel on How to Create Truly Interactive and Human-Centered AI for the Benefit of Individuals and Society.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

Characterising Different Communities of Twitter Users: Migrants and Natives.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery.

[BibT_eX]

[DOI]

Martina Cinquini

Riccardo Guidotti

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

A modularized framework for explaining hierarchical attention networks on text classifiers.

[BibT_eX]

[DOI]

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

Explainable for Trustworthy AI.

[BibT_eX]

[DOI]

Francesca Naretto

Francesco Bodria

Proceedings of the Human-Centered Artificial Intelligence, 2021

2020

Authenticated Outlier Mining for Outsourced Databases.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2020

PRIMULE: Privacy risk mitigation for user profiles.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2020

The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy.

[BibT_eX]

[DOI]

CoRR, 2020

Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Prediction and Explanation of Privacy Risk on Mobility Data with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the ECML PKDD 2020 Workshops, 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

Digital Footprints of International Migration on Twitter.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Estimating countries' peace index through the lens of the world news as monitored by GDELT.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

Explaining Any Time Series Classifier.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

2019

Personalized Market Basket Prediction with Temporal Annotated Recurring Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2019

The italian music superdiversity - Geography, emotion and language: one resource to find them, one resource to rule them all.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Factual and Counterfactual Explanations for Black Box Decision Making.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2019

Public Opinion and Algorithmic Bias.

[BibT_eX]

[DOI]

ERCIM News, 2019

Transparency in Algorithmic Decision Making.

[BibT_eX]

[DOI]

Andreas Rauber

Roberto Trasarti

ERCIM News, 2019

A Survey of Methods for Explaining Black Box Models.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2019

Meaningful Explanations of Black Box AI Decision Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Integration of Syrian Refugees: Insights from D4R, Media Events and Housing Market Data.

[BibT_eX]

[DOI]

Proceedings of the Guide to Mobile Data Analytics in Refugee Scenarios, 2019

2018

Extracting and Inferring Communities via Link Analysis.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

PRUDEnce: a System for Assessing Privacy Risk vs Utility in Data Sharing Ecosystems.

[BibT_eX]

[DOI]

Trans. Data Priv., 2018

NDlib: a python library to model and analyze diffusion processes over complex networks.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2018

Data science at SoBigData: the European research infrastructure for social mining and big data analytics.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2018

Discovering temporal regularities in retail customers' shopping behavior.

[BibT_eX]

[DOI]

EPJ Data Sci., 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

Local Rule-Based Explanations of Black Box Decision Systems.

[BibT_eX]

[DOI]

CoRR, 2018

Algorithmic bias amplifies opinion polarization: A bounded confidence model.

[BibT_eX]

[DOI]

CoRR, 2018

PlayeRank: Multi-dimensional and role-aware rating of soccer player performance.

[BibT_eX]

[DOI]

CoRR, 2018

A Survey Of Methods For Explaining Black Box Models.

[BibT_eX]

[DOI]

CoRR, 2018

Active and passive diffusion processes in complex networks.

[BibT_eX]

[DOI]

Appl. Netw. Sci., 2018

SoBigData: Social Mining & Big Data Ecosystem.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Big Data for understanding human dynamics: the power of networks.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 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

Node-centric Community Discovery: From static to dynamic social network analysis.

[BibT_eX]

[DOI]

Giulio Rossetti

Online Soc. Networks Media, 2017

Tiles: an online algorithm for community discovery in dynamic social networks.

[BibT_eX]

[DOI]

Mach. Learn., 2017

MyWay: Location prediction via mobility profiling.

[BibT_eX]

[DOI]

Inf. Syst., 2017

Never drive alone: Boosting carpooling with network analysis.

[BibT_eX]

[DOI]

Inf. Syst., 2017

HyWare: a HYbrid Workflow lAnguage for Research E-infrastructures.

[BibT_eX]

[DOI]

D Lib Mag., 2017

Human Perception of Performance.

[BibT_eX]

[DOI]

Albert-László Barabási

CoRR, 2017

Next Basket Prediction using Recurring Sequential Patterns.

[BibT_eX]

[DOI]

CoRR, 2017

Movement Behaviour Recognition for Water Activities.

[BibT_eX]

[DOI]

Mirco Nanni

Roberto Trasarti

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

Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Privacy Preserving Multidimensional Profiling.

[BibT_eX]

[DOI]

Proceedings of the Smart Objects and Technologies for Social Good, 2017

The Fractal Dimension of Music: Geography, Popularity and Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Smart Objects and Technologies for Social Good, 2017

NDlib: Studying Network Diffusion Dynamics.

[BibT_eX]

[DOI]

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

Information Diffusion in Complex Networks: The Active/Passive Conundrum.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks & Their Applications VI, 2017

Sentiment Spreading: An Epidemic Model for Lexicon-Based Sentiment Analysis on Twitter.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016

Homophilic network decomposition: a community-centric analysis of online social services.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2016

A supervised approach for intra-/inter-community interaction prediction in dynamic social networks.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2016

Unveiling mobility complexity through complex network analysis.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2016

An analytical framework to nowcast well-being using mobile phone data.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2016

Understanding Human Mobility with Big Data.

[BibT_eX]

[DOI]

Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016

2015

Product assortment and customer mobility.

[BibT_eX]

[DOI]

Diego Pennacchioli

EPJ Data Sci., 2015

Discrimination- and privacy-aware patterns.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 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

Quantification in social networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

The harsh rule of the goals: Data-driven performance indicators for football teams.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Using big data to study the link between human mobility and socio-economic development.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

City users' classification with mobile phone data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Community-centric analysis of user engagement in Skype social network.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Interaction Prediction in Dynamic Networks exploiting Community Discovery.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Uncovering Hierarchical and Overlapping Communities with a Local-First Approach.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2014

The retail market as a complex system.

[BibT_eX]

[DOI]

EPJ Data Sci., 2014

Privacy-by-design in big data analytics and social mining.

[BibT_eX]

[DOI]

EPJ Data Sci., 2014

Retrieving Points of Interest from Human Systematic Movements.

[BibT_eX]

[DOI]

Proceedings of the Software Engineering and Formal Methods, 2014

Use of Mobile Phone Data to Estimate Visitors Mobility Flows.

[BibT_eX]

[DOI]

Proceedings of the Software Engineering and Formal Methods, 2014

The patterns of musical influence on the Last.Fm social network.

[BibT_eX]

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Fair pattern discovery.

[BibT_eX]

[DOI]

Proceedings of the Symposium on Applied Computing, 2014

A Privacy Risk Model for Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the Trust Management VIII - 8th IFIP WG 11.11 International Conference, 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

CF-inspired Privacy-Preserving Prediction of Next Location in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

2013

Multidimensional networks: foundations of structural analysis.

[BibT_eX]

[DOI]

World Wide Web, 2013

Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases.

[BibT_eX]

[DOI]

Laks V. S. Lakshmanan

Anna Monreale

Wendy Hui Wang

IEEE Syst. J., 2013

Evolving networks: Eras and turning points.

[BibT_eX]

[DOI]

Intell. Data Anal., 2013

A planetary nervous system for social mining and collective awareness

[BibT_eX]

[DOI]

CoRR, 2013

The Three Dimensions of Social Prominence.

[BibT_eX]

[DOI]

Proceedings of the Social Informatics - 5th International Conference, 2013

Validating general human mobility patterns on massive GPS data.

[BibT_eX]

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

On multidimensional network measures.

[BibT_eX]

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Quantification Trees.

[BibT_eX]

[DOI]

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

Explaining the product range effect in purchase data.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

"You know because I know": a multidimensional network approach to human resources problem.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

A Complexity Science Perspective on Human Mobility.

[BibT_eX]

Proceedings of the Mobility Data: Modeling, 2013

Mobility Data and Privacy.

[BibT_eX]

Anna Monreale

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

Discovering the Geographical Borders of Human Mobility.

[BibT_eX]

[DOI]

Künstliche Intell., 2012

Data Science for Simulating the Era of Electric Vehicles.

[BibT_eX]

[DOI]

Künstliche Intell., 2012

FuturICT - The Road towards Ethical ICT

[BibT_eX]

[DOI]

CoRR, 2012

Classifying Trust/Distrust Relationships in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Privacy, 2012

Individual Mobility Profiles: Methods and Application on Vehicle Sharing.

[BibT_eX]

[DOI]

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

Towards Democratic Group Detection in Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012

AUDIO: An Integrity Auditing Framework of Outlier-Mining-as-a-Service Systems.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

DEMON: a local-first discovery method for overlapping communities.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Injecting Discrimination and Privacy Awareness Into Pattern Discovery.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Optimal Spatial Resolution for the Analysis of Human Mobility.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011

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

[BibT_eX]

[DOI]

VLDB J., 2011

A classification for community discovery methods in complex networks.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2011

The pursuit of hubbiness: Analysis of hubs in large multidimensional networks.

[BibT_eX]

[DOI]

J. Comput. Sci., 2011

A Query Language for Mobility Data Mining.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2011

Link Prediction su Reti Multidimensionali.

[BibT_eX]

Giulio Rossetti

Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

Traffic Jams Detection Using Flock Mining.

[BibT_eX]

[DOI]

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

Mobility, Data Mining and Privacy Understanding Human Movement Patterns from Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Mobile Data Management, 2011

Human mobility, social ties, and link prediction.

[BibT_eX]

[DOI]

Albert-László Barabási

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

Scalable Link Prediction on Multidimensional Networks.

[BibT_eX]

[DOI]

Giulio Rossetti

Proceedings of the Data Mining Workshops (ICDMW), 2011

Mobility, Data Mining and Privacy: Mining Human Movement Patterns from Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Finding redundant and complementary communities in multidimensional networks.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Foundations of Multidimensional Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Finding and Characterizing Communities in Multidimensional Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Privacy-Preserving Data Mining from Outsourced Databases.

[BibT_eX]

[DOI]

Laks V. S. Lakshmanan

Anna Monreale

Wendy Hui Wang

Proceedings of the Computers, Privacy and Data Protection: an Element of Choice, 2011

2010

Privacy and Security in Ubiquitous Knowledge Discovery.

[BibT_eX]

[DOI]

Yücel Saygin

Proceedings of the Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications, 2010

Hiding Sequential and Spatiotemporal Patterns.

[BibT_eX]

[DOI]

Osman Abul

IEEE Trans. Knowl. Data Eng., 2010

Movement Data Anonymity through Generalization.

[BibT_eX]

[DOI]

Trans. Data Priv., 2010

Location Prediction through Trajectory Pattern Mining (Extended Abstract).

[BibT_eX]

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

Discovering Eras in Evolving Social Networks (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

As Time Goes by: Discovering Eras in Evolving Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Towards discovery of eras in social networks.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 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

Mining Clinical, Immunological, and Genetic Data of Solid Organ Transplantation.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Data and Applications, 2009

A constraint-based querying system for exploratory pattern discovery.

[BibT_eX]

[DOI]

Inf. Syst., 2009

SNIPER: A Data Mining Methodology for Fiscal Fraud Detection.

[BibT_eX]

[DOI]

ERCIM News, 2009

Mining the Information Propagation in a Network.

[BibT_eX]

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

WhereNext: a location predictor on trajectory pattern mining.

[BibT_eX]

[DOI]

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

Interactive visual clustering of large collections of trajectories.

[BibT_eX]

[DOI]

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

Mining the Temporal Dimension of the Information Propagation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

High Quality True-Positive Prediction for Fiscal Fraud Detection.

[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

Movement data anonymity through generalization.

[BibT_eX]

[DOI]

Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, 2009

Geographic privacy-aware knowledge discovery and delivery.

[BibT_eX]

[DOI]

Yannis Theodoridis

Proceedings of the EDBT 2009, 2009

Mining Mobility Behavior from Trajectory Data.

[BibT_eX]

[DOI]

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

Social Network Analysis as Knowledge Discovery Process: A Case Study on Digital Bibliography.

[BibT_eX]

[DOI]

Ruggero G. Pensa

Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, 2009

2008

Querying and Reasoning for Spatiotemporal Data Mining.

[BibT_eX]

[DOI]

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

Mobility, Data Mining and Privacy: A Vision of Convergence.

[BibT_eX]

[DOI]

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

Anonymity preserving pattern discovery.

[BibT_eX]

[DOI]

VLDB J., 2008

Visually driven analysis of movement data by progressive clustering.

[BibT_eX]

[DOI]

Inf. Vis., 2008

An Application of Advanced Spatio-Temporal Formalisms to Behavioural Ecology.

[BibT_eX]

[DOI]

GeoInformatica, 2008

DAEDALUS: A knowledge discovery analysis framework for movement data.

[BibT_eX]

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

Temporal analysis of process logs: a case study.

[BibT_eX]

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

Location prediction within the mobility data analysis environment DAEDALUS.

[BibT_eX]

[DOI]

Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, 2008

Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project.

[BibT_eX]

[DOI]

Proceedings of the Privacy, 2008

Clustering of German municipalities based on mobility characteristics: an overview of results.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

The DAEDALUS framework: progressive querying and mining of movement data.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Research Challenges in Ubiquitous Knowledge Discovery.

[BibT_eX]

[DOI]

Rasmus Ulslev Pedersen

Proceedings of the Next Generation of Data Mining., 2008

2007

Towards Constraint-Based Subgraph Mining.

[BibT_eX]

Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Hiding Sequences.

[BibT_eX]

Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

Privacy-Aware Knowledge Discovery from Location Data.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Mobile Data Management (MDM 2007), 2007

Trajectory pattern mining.

[BibT_eX]

[DOI]

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

Time-Annotated Sequences for Medical Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Hiding Sensitive Trajectory Patterns.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Mining Clinical Data with a Temporal Dimension: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006

Efficient Mining of Temporally Annotated Sequences.

[BibT_eX]

[DOI]

Mirco Nanni

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

Towards low-perturbation anonymity preserving pattern discovery.

[BibT_eX]

[DOI]

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

On Interactive Pattern Mining from Relational Databases.

[BibT_eX]

[DOI]

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

ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

Mining HLA Patterns Explaining Liver Diseases.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005

Efficient breadth-first mining of frequent pattern with monotone constraints.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2005

Exante: A Preprocessing Method for Frequent-Pattern Mining.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2005

Anonymity and data mining.

[BibT_eX]

Comput. Syst. Sci. Eng., 2005

k-Anonymous Patterns.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Blocking Anonymity Threats Raised by Frequent Itemset Mining.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Synthetic generation of cellular network positioning data.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM International Workshop on Geographic Information Systems, 2005

2004

Specifying Mining Algorithms with Iterative User-Defined Aggregates.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

Frequent Pattern Queries for Flexible Knowledge Discovery.

[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

Pushing Constraints to Detect Local Patterns.

[BibT_eX]

[DOI]

Proceedings of the Local Pattern Detection, 2004

Towards a Logic Query Language for Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004

A Relational Query Primitive for Constraint-Based Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Constraint-Based Mining and Inductive Databases, 2004

2003

WebCat: Automatic Categorization of Web Search Results.

[BibT_eX]

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

Pre-processing for Constrained Pattern Mining.

[BibT_eX]

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

ExAnte: Anticipated Data Reduction in Constrained Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Adaptive Constraint Pushing in Frequent Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Logical Languages for Data Mining.

[BibT_eX]

Jef Wijsen

Proceedings of the Logics for Emerging Applications of Databases [outcome of a Dagstuhl seminar], 2003

2002

Invited talk: Logical Data Mining Query Languages.

[BibT_eX]

Proceedings of the First International Workshop on Inductive Databases, 2002

LDL-Mine: Integrating Data Mining with Intelligent Query Answering.

[BibT_eX]

[DOI]

Proceedings of the Logics in Artificial Intelligence, European Conference, 2002

Characterizing Web User Accesses: A Transactional Approach to Web Log Clustering.

[BibT_eX]

[DOI]

Cristian Gozzi

Proceedings of the 2002 International Symposium on Information Technology (ITCC 2002), 2002

2001

Nondeterministic, Nonmonotonic Logic Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2001

Semantics and Expressive Power of Nondeterministic Constructs in Deductive Databases.

[BibT_eX]

[DOI]

Carlo Zaniolo

J. Comput. Syst. Sci., 2001

Web log data warehousing and mining for intelligent web caching.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2001

Complex Reasoning on Geographical Data.

[BibT_eX]

Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001

Clustering Transactional Data.

[BibT_eX]

Cristian Gozzi

Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001

Specifying Mining Algorithms with Iterative User-Defined Aggregates: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001

Data Mining for Intelligent Web Caching.

[BibT_eX]

[DOI]

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

2000

Making Knowledge Extraction and Reasoning Closer.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery and Data Mining, 2000

Declarative Knowledge Extraction with Interactive User-Defined Aggregates.

[BibT_eX]

[DOI]

Proceedings of the Flexible Query Answering Systems, 2000

Logic-Based Knowledge Discovery in Databases.

[BibT_eX]

Mirco Nanni

Proceedings of the Information Modelling and Knowledge Bases XII: Tenth European-Japanese Conference on Information Modelling and Knowledge Bases, 2000

On Verification in Logic Database Languages.

[BibT_eX]

[DOI]

Proceedings of the Computational Logic, 2000

1999

Integration of Deduction and Induction for Mining Supermarket Sales Data.

[BibT_eX]

Proceedings of the Atti del Settimo Convegno Nazionale Sistemi Evoluti per Basi di Dati, 1999

Una Metodologia Basata sulla Classificazione per la Pianificazione degli Accertamenti nel Rilevamento di Frodi.

[BibT_eX]

Proceedings of the Atti del Settimo Convegno Nazionale Sistemi Evoluti per Basi di Dati, 1999

A Classification-Based Methodology for Planning Audit Strategies in Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Experiences with a Logic-based knowledge discovery Support Environment.

[BibT_eX]

[DOI]

Proceedings of the 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 1999

Beyond Current Technology: The Perspective of Three EC GIS Projects.

[BibT_eX]

[DOI]

Robert Jeansoulin

Yannis Theodoridis

Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

Using Data Mining Techniques in Fiscal Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 1999

Querying inductive Databases via Logic-Based user-defined aggregates.

[BibT_eX]

Proceedings of the 1999 Joint Conference on Declarative Programming, 1999

1998

Datalog with Non-Deterministic Choice Computers NDB-PTIME.

[BibT_eX]

[DOI]

J. Log. Program., 1998

Query Answering in Nondeterministic, Nonmonotonic Logic Databases.

[BibT_eX]

[DOI]

Proceedings of the Flexible Query Answering Systems, Third International Conference, 1998

On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases.

[BibT_eX]

[DOI]

Proceedings of the Computer Science Logic, 12th International Workshop, 1998

1997

Programming with Non-Determinism in Deductive Databases.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 1997

Datalog++: a Basis for Active Object.Oriented Databases.

[BibT_eX]

Proceedings of the Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1997

Datalog++: A Basis for Active Object-Oriented Databases.

[BibT_eX]

[DOI]

Proceedings of the Deductive and Object-Oriented Databases, 5th International Conference, 1997

Static Analysis of Transactions for Conservative Multigranularity Locking.

[BibT_eX]

[DOI]

Proceedings of the Database Programming Languages, 6th International Workshop, 1997

A Deductive Data Model for Representing and Querying Semistructured Data.

[BibT_eX]

Proceedings of the 1997 Joint Conf. on Declarative Programming, 1997

1996

Ragionamento spazio-temporale con LDLT: primi esperimenti verso un sistema deduttivo per applicazioni geografiche.

[BibT_eX]

Proceedings of the Atti del Quarto Convegno Nazionale su Sistemi Evoluti per Basi di Dati (4th National Conference on Advanced Database Systems), 1996

Spatio-Temporal Reasoning with LDLT: First Steps Towards a Deductive System for Geographical Applications.

[BibT_eX]

Proceedings of the Workshop DDLP'96 on Deductive Databases and Logic Programming, 1996

1995

Declarative Reconstruction of Updates in Logic Databases: a Compilative Approach.

[BibT_eX]

Proceedings of the 1995 Joint Conference on Declarative Programming, 1995

1994

Gate Splitting in LOTOS Specifications Using Abstract Interpretation.

[BibT_eX]

[DOI]

Diego Latella

Sci. Comput. Program., 1994

Declarative Semantics for Pruning Operators in Logic Programming.

[BibT_eX]

Carlo Zaniolo

Methods Log. Comput. Sci., 1994

Conservative Multigranularity Locking for an Obiect-Oriented Persistent Language via Abstract Interpretation.

[BibT_eX]

Giovanni Mainetto

Proceedings of the Atti del Secondo Convegno Nazionale "Sistemi Evoluti per Basi di Dati", 1994

An abstract interpreter for the specification language LOTOS.

[BibT_eX]

Franco Fiore

Proceedings of the Formal Description Techniques VII, 1994

Expressive Power of Non-Deterministic Operators for Logic-based Languages.

[BibT_eX]

Proceedings of the Workshop on Deductive Databases and Logic Programming, 1994

1993

Data Sharing Analysis for a Database Programming Lanaguage via Abstract Interpretation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Very Large Data Bases, 1993

Static Analysis of Transactions: an Experiment of Abstract Interpretation Usage.

[BibT_eX]

Proceedings of the Fifth Workshop on Foundations of Models and Languages for Data and Objects, 1993

Datalog with Non-Deterministic Choice Computes NDB-PTIME.

[BibT_eX]

[DOI]

Luca Corciulo

Proceedings of the Deductive and Object-Oriented Databases, Third International Conference, 1993

1992

Using Abstract Interpretation for Gate splitting in LOTOS Specifications.

[BibT_eX]

Diego Latella

Proceedings of the Actes WSA'92 Workshop on Static Analysis (Bordeaux, 1992

Analysis of Concurrent Transactions in a Functional Database Programming Language.

[BibT_eX]

Proceedings of the Actes WSA'92 Workshop on Static Analysis (Bordeaux, 1992

1991

A Technique for Recursive Invariance Detection and Selective Program Specification.

[BibT_eX]

[DOI]

Manuel V. Hermenegildo

Proceedings of the Programming Language Implementation and Logic Programming, 1991

Non-Determinism in Deductive Databases.

[BibT_eX]

[DOI]

Proceedings of the Deductive and Object-Oriented Databases, 1991

1990

Declarative Semantics for Pruning Operators in Logic Programming.

[BibT_eX]

Proceedings of the Workshop Logic Programming and Non-Monotonic Logic, 1990

RASP: A Resource Allocator for Software Projects.

[BibT_eX]

[DOI]

C. Bertazzoni