Fosca Giannotti

Giulio Rossetti, Fosca Giannotti, Michele Coscia, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

A Technique for Recursive Invariance Detection and Selective Program Specification

Fosca Giannotti, Manuel V. Hermenegildo, M. Hermenegildo, 1991, PLILP.

Trajectory pattern mining

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 2007, KDD '07.

Gate Splitting in LOTOS Specifications Using Abstract Interpretation

Diego Latella, Fosca Giannotti, F. Giannotti, 1993, Sci. Comput. Program..

Logic-Based Knowledge Discovery in Databases

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 2000, EJC.

Discovering Eras in Evolving Social Networks

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2010 .

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

Franco Turini, Fosca Giannotti, Giuseppe Manco, 2001, PKDD.

MOBILITY ATLAS BOOKLET: AN URBAN DASHBOARD DESIGN AND IMPLEMENTATION

Fosca Giannotti, Lorenzo Gabrielli, M. Rossi, 2018, SDSC 2018.

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

Jaideep Vaidya, Anna Monreale, Dino Pedreschi, 2014, 2014 IEEE 6th International Conference on Cloud Computing Technology and Science.

A risk model for privacy in trajectory data

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2015, Journal of Trust Management.

Using Abstract Interpretation for Gate splitting in LOTOS Specifications

Diego Latella, Fosca Giannotti, 1992, WSA.

ExAnte: Method for Frequent- Pattern Mining

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2005 .

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

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2020, ArXiv.

Location prediction within the mobility data analysis environment DAEDALUS

Anna Monreale, Fosca Giannotti, Roberto Trasarti, 2008, Mobiquitous 2008.

Synthetic generation of cellular network positioning data

Fosca Giannotti, Chiara Renso, Andrea Mazzoni, 2005, GIS '05.

Injecting Discrimination and Privacy Awareness Into Pattern Discovery

Josep Domingo-Ferrer, Anna Monreale, Dino Pedreschi, 2012, 2012 IEEE 12th International Conference on Data Mining Workshops.

Movement data anonymity through generalization

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2009, SPRINGL '09.

Finding and Characterizing Communities in Multidimensional Networks

Fosca Giannotti, Michele Berlingerio, Michele Coscia, 2011, 2011 International Conference on Advances in Social Networks Analysis and Mining.

Geographic privacy-aware knowledge discovery and delivery

Yannis Theodoridis, Dino Pedreschi, Fosca Giannotti, 2009, EDBT '09.

High Quality True-Positive Prediction for Fiscal Fraud Detection

Dino Pedreschi, Fosca Giannotti, Stefano Basta, 2009, 2009 IEEE International Conference on Data Mining Workshops.

Pre-processing for Constrained Pattern Mining

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2003, SEBD.

Social Informatics: 12th International Conference, SocInfo 2020, Pisa, Italy, October 6–9, 2020, Proceedings

Dino Pedreschi, Fosca Giannotti, Frank Dignum, 2020, SocInfo.

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

Andrea Esuli, Claudio Gennaro, Fabrizio Sebastiani, 2018, A Comprehensive Guide Through the Italian Database Research.

Understanding Human Mobility with Big Data

Dino Pedreschi, Fosca Giannotti, Lorenzo Gabrielli, 2016, Solving Large Scale Learning Tasks.

Data Sharing Analysis for a Database Programming Lanaguage via Abstract Interpretation

Fosca Giannotti, Giuseppe Amato, Gianni Mainetto, 1993, VLDB.

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

Dino Pedreschi, Fosca Giannotti, Luca Pappalardo, 2015, 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Frequent Pattern Queries for Flexible Knowledge Discovery

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2004, Sistemi Evoluti per Basi di Dati.

Hiding Sensitive Trajectory Patterns

Francesco Bonchi, Fosca Giannotti, Maurizio Atzori, 2007 .

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

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 1999, SEBD.

Mining Mobility Behavior from Trajectory Data

Dino Pedreschi, Fosca Giannotti, Chiara Renso, 2009, 2009 International Conference on Computational Science and Engineering.

Experimenting Advanced Spatio-Temporal Formalisms: an Application to Behavioural Ecology

Franco Turini, Stefano Spaccapietra, Fosca Giannotti, 2004 .

Validating general human mobility patterns on massive GPS data

Dino Pedreschi, Fosca Giannotti, Luca Pappalardo, 2013, SEBD.

Active and passive diffusion processes in complex networks

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2018, Applied Network Science.

Classifying Trust/Distrust Relationships in Online Social Networks

Anna Monreale, Fosca Giannotti, Michele Coscia, 2012, 2012 International Conference on Privacy, Security, Risk and Trust and 2012 International Confernece on Social Computing.

Human migration: the big data perspective

Dino Pedreschi, Cristina Ioana Muntean, Fosca Giannotti, 2020, International Journal of Data Science and Analytics.

A Query Language for Mobility Data Mining

Dino Pedreschi, Fosca Giannotti, Chiara Renso, 2011, Int. J. Data Warehous. Min..

Logical Languages for Data Mining

Jef Wijsen, Fosca Giannotti, Giuseppe Manco, 2003, Logics for Emerging Applications of Databases.

Understanding the patterns of car travel

Dino Pedreschi, Fosca Giannotti, Luca Pappalardo, 2013 .

Individual Mobility Profiles: Methods and Application on Vehicle Sharing

Fosca Giannotti, Roberto Trasarti, Mirco Nanni, 2012, SEBD.

2015 Ieee International Conference on Big Data (big Data) City Users' Classification with Mobile Phone Data

Dino Pedreschi, Fosca Giannotti, Roberto Trasarti, 2022 .

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

Ruggero G. Pensa, Fosca Giannotti, Michele Coscia, 2009, 2009 International Conference on Advances in Social Network Analysis and Mining.

Exploring Real Mobility Data with M-Atlas

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2010, ECML/PKDD.

Mining HLA Patterns Explaining Liver Diseases

Francesco Bonchi, Fosca Giannotti, Michele Berlingerio, 2006, 19th IEEE Symposium on Computer-Based Medical Systems (CBMS'06).

Towards low-perturbation anonymity preserving pattern discovery

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2006, SAC '06.

Evolving networks: Eras and turning points

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2013, Intell. Data Anal..

Efficient Mining of Temporally Annotated Sequences

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 2006, SDM.

Quantification in social networks

Fabrizio Sebastiani, Anna Monreale, Dino Pedreschi, 2015, 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

A Deductive Data Model for Representing and Querying Semistructured Data

Dino Pedreschi, Fosca Giannotti, Giuseppe Manco, 1997, APPIA-GULP-PRODE.

Clustering Transactional Data

Fosca Giannotti, Giuseppe Manco, Cristian Gozzi, 2002, PKDD.

Blocking anonymity threats raised by frequent itemset mining

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

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

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 1998, CSL.

Privacy and Security in Ubiquitous Knowledge Discovery

Yücel Saygin, Fosca Giannotti, F. Giannotti, 2010, Ubiquitous Knowledge Discovery.

Towards Constraint-Based Subgraph Mining

Francesco Bonchi, Fosca Giannotti, Michele Berlingerio, 2007, SEBD.

Interaction prediction in dynamic networks exploiting community discovery

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Discovering Mobility Functional Areas: A Mobility Data Analysis Approach

Giulio Rossetti, Fosca Giannotti, Lorenzo Gabrielli, 2018 .

Towards Democratic Group Detection in Complex Networks

Dino Pedreschi, Fosca Giannotti, Michele Coscia, 2012, SBP.

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

Francesca Pratesi, Anna Monreale, Dino Pedreschi, 2018, Trans. Data Priv..

Trajectory pattern analysis for urban traffic

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 2009, IWCTS '09.

Clustering Individual Transactional Data for Masses of Users

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2017, KDD.

Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases

Laks V. S. Lakshmanan, Wendy Hui Wang, Anna Monreale, 2013, IEEE Systems Journal.

Nondeterministic, Nonmonotonic Logic Databases

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 2001, IEEE Trans. Knowl. Data Eng..

A Logic Abstract Machine for Active Object-Oriented Databases

Dino Pedreschi, Fosca Giannotti, Giuseppe Manco, 1996 .

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

Dirk Helbing, Josep Domingo-Ferrer, Alex Pentland, 2020, Ethics and Information Technology.

Spatial and Temporal Evaluation of Network-Based Analysis of Human Mobility

Dino Pedreschi, Fosca Giannotti, Michele Coscia, 2014 .

LDL-Mine: Integrating Data Mining with Intelligent Query Answering

Fosca Giannotti, Giuseppe Manco, 2002, JELIA.

Complex Reasoning on Geographical Data

Franco Turini, Fosca Giannotti, Chiara Renso, 2001, SEBD.

Multidimensional networks: foundations of structural analysis

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2013, World Wide Web.

Digital Footprints of International Migration on Twitter

Fosca Giannotti, Alina Sîrbu, Lorenzo Gabrielli, 2020, IDA.

Unveiling mobility complexity through complex network analysis

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2016, Social Network Analysis and Mining.

MyWay: Location prediction via mobility profiling

Anna Monreale, Fosca Giannotti, Roberto Trasarti, 2017, Inf. Syst..

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

Davy Janssens, Geert Wets, Luk Knapen, 2012, ANT/MobiWIS.

A Survey of Methods for Explaining Black Box Models

Franco Turini, Anna Monreale, Dino Pedreschi, 2018, ACM Comput. Surv..

Investigation on Spatio-Temporal Models and Languages

Franco Turini, Fosca Giannotti, Chiara Renso, 2000 .

A Generalisation-based Approach to Anonymising Movement Data

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2010 .

Optimal Spatial Resolution for the Analysis of Human Mobility

Dino Pedreschi, Fosca Giannotti, Michele Coscia, 2012, 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining.

Human mobility, social ties, and link prediction

Dino Pedreschi, Fosca Giannotti, Albert-László Barabási, 2011, KDD.

The italian music superdiversity

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2018, Multimedia Tools and Applications.

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

Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti, 2016, International Journal of Data Science and Analytics.

Foundations of Multidimensional Network Analysis

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2011, 2011 International Conference on Advances in Social Networks Analysis and Mining.

Machine Learning: ECML 2004

Dino Pedreschi, Floriana Esposito, Fosca Giannotti, 2004, Lecture Notes in Computer Science.

The Type System of Galileo

Renzo Orsini, Dino Pedreschi, Fosca Giannotti, 1988, Data Types and Persistence , Informal Proceedings.

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

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2017, International Journal of Data Science and Analytics.

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

Dino Pedreschi, Fosca Giannotti, Chiara Renso, 2011, The VLDB Journal.

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

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2016, Social Network Analysis and Mining.

On Predicting the Future Locations of Moving Objects: The State of the Art

Anna Monreale, Fosca Giannotti, Roberto Trasarti, 2014 .

Explaining Any Time Series Classifier

Anna Monreale, Fosca Giannotti, Riccardo Guidotti, 2020, 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI).

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

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2011, J. Comput. Sci..

Hiding Sensitive Trajectory Patterns

Francesco Bonchi, Fosca Giannotti, Maurizio Atzori, 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).

Querying and Reasoning for Spatiotemporal Data Mining

Miriam Baglioni, Bart Kuijpers, Fosca Giannotti, 2008, Mobility, Data Mining and Privacy.

Towards a Logic Query Language for Data Mining

Franco Turini, Fosca Giannotti, Giuseppe Manco, 2004, Database Support for Data Mining Applications.

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

Fosca Giannotti, Annalisa Di Deo, Marilisa E. Carboni, 1996, DDLP.

Mining mobility user profiles for car pooling

Fosca Giannotti, Roberto Trasarti, Mirco Nanni, 2011, KDD.

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

Franco Turini, Dino Pedreschi, Fosca Giannotti, 2008, PinKDD.

Mining Clinical Data with a Temporal Dimension: A Case Study

Franco Turini, Francesco Bonchi, Fosca Giannotti, 2007, 2007 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2007).

Invited talk: Logical Data Mining Query Languages

Fosca Giannotti, 2002, KDID.

The retail market as a complex system

Dino Pedreschi, Fosca Giannotti, Michele Coscia, 2014, EPJ Data Science.

Integration of Deduction and Induction for Mining Supermarket Sales Data

Franco Turini, Dino Pedreschi, Fosca Giannotti, 1999, Sistemi Evoluti per Basi di Dati.

Authenticated Outlier Mining for Outsourced Databases

Boxiang Dong, Anna Monreale, Dino Pedreschi, 2020, IEEE Transactions on Dependable and Secure Computing.

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

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 1997, DOOD.

Explaining the product range effect in purchase data

Dino Pedreschi, Fosca Giannotti, Michele Coscia, 2013, 2013 IEEE International Conference on Big Data.

ExAMiner: optimized level-wise frequent pattern mining with monotone constraints

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2003, Third IEEE International Conference on Data Mining.

Making Knowledge Extraction and Reasoning Closer

Fosca Giannotti, Giuseppe Manco, F. Giannotti, 2000, PAKDD.

Discovering temporal regularities in retail customers’ shopping behavior

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2018, EPJ Data Science.

k-Anonymous Patterns

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2005, PKDD.

Traffic Jams Detection Using Flock Mining

Fosca Giannotti, Chiara Renso, Roberto Trasarti, 2011, ECML/PKDD.

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

Fosca Giannotti, Annalisa Di Deo, Marilisa E. Carboni, 1996, SEBD.

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

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2017, Online Soc. Networks Media.

Using Data Mining Techniques in Fiscal Fraud Detection

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 1999, DaWaK.

A Relational Query Primitive for Constraint-Based Pattern Mining

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2004, Constraint-Based Mining and Inductive Databases.

Temporal analysis of process logs: a case study

Fosca Giannotti, Mirco Nanni, Michele Berlingerio, 2008, SEBD.

DAEDALUS: A knowledge discovery analysis framework for movement data

Nikos Pelekis, Yannis Theodoridis, Gianni Costa, 2008, SEBD.

Proceedings of the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases

Jean-François Boulicaut, Dino Pedreschi, Floriana Esposito, 2004 .

Static Analysis of Transactions for Conservative Multigranularity Locking

Fosca Giannotti, Giuseppe Amato, Gianni Mainetto, 1997, DBPL.

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

Wendy Hui Wang, Anna Monreale, Dino Pedreschi, 2012, ECML/PKDD.

Mobility, Data Mining and Privacy - Geographic Knowledge Discovery

Dino Pedreschi, Fosca Giannotti, D. Pedreschi, 2008, Mobility, Data Mining and Privacy.

Knowledge Discovery in Databases: PKDD 2004

Dino Pedreschi, Floriana Esposito, Fosca Giannotti, 2004, Lecture Notes in Computer Science.

Discovery of ads web hosts through traffic data analysis

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 2004, DMKD '04.

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

Fosca Giannotti, Luca Pappalardo, Lorenzo Gabrielli, 2020, 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA).

Predicting seasonal influenza using supermarket retail records pdf

Alessandro Vespignani, Dino Pedreschi, Giulio Rossetti, 2020, PLoS Comput. Biol..

Reasoning on geographical data using constraints and annotations

Franco Turini, Fosca Giannotti, Chiara Renso, 2001 .

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

Franco Turini, Francesco Bonchi, Fosca Giannotti, 2009, Biomedical Data and Applications.

Mobility, Data Mining and Privacy: A Vision of Convergence

Dino Pedreschi, Fosca Giannotti, 2008, Mobility, Data Mining and Privacy.

Efficient breadth-first mining of frequent pattern with monotone constraints

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2005, Knowledge and Information Systems.

Never drive alone: Boosting carpooling with network analysis

Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, 2017, Inf. Syst..

Symbolic Evaluation with Structural Recursive Symbolic Constants

Franco Turini, Dino Pedreschi, Fosca Giannotti, 1987, Sci. Comput. Program..

Analysis of Concurrent Transactions in a Functional Database Programming Language

Fosca Giannotti, Giuseppe Amato, Gianni Mainetto, 1992, WSA.

Querying Inductive Databases via Logic-Based User-Defined Aggregates

Fosca Giannotti, Giuseppe Manco, F. Giannotti, 1999, PKDD.

Returners and explorers dichotomy in human mobility

Dino Pedreschi, Fosca Giannotti, Albert-László Barabási, 2015, Nature Communications.

Privacy Preserving Multidimensional Profiling

Francesca Pratesi, Anna Monreale, Dino Pedreschi, 2017, GOODTECHS.

Transparency in Algorithmic Decision Making

Fosca Giannotti, Andreas Rauber, Roberto Trasarti, 2019, ERCIM News.

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

Franco Turini, Anna Monreale, Dino Pedreschi, 2021, Artif. Intell..

On Verification in Logic Database Languages

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2000, Computational Logic.

Declarative Reconstruction of Updates in Logic Databases: a Compilative Approach

Dino Pedreschi, Fosca Giannotti, Marilisa E. Carboni, 1995, GULP-PRODE.

A planetary nervous system for social mining and collective awareness

Paul Lukowicz, Alex Pentland, Dirk Helbing, 2012, ArXiv.

As Time Goes by: Discovering Eras in Evolving Social Networks

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2010, PAKDD.

Declarative Knowledge Extraction with Interactive User-Defined Aggregates

Fosca Giannotti, Giuseppe Manco, F. Giannotti, 2000, FQAS.

Adaptive Constraint Pushing in Frequent Pattern Mining

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2003, PKDD.

Discovering the Geographical Borders of Human Mobility

Dino Pedreschi, Fosca Giannotti, Fabio Pezzoni, 2012, KI - Künstliche Intelligenz.

The purpose of motion: Learning activities from Individual Mobility Networks

Dino Pedreschi, Fosca Giannotti, Luca Pappalardo, 2014, 2014 International Conference on Data Science and Advanced Analytics (DSAA).

Data Science for Simulating the Era of Electric Vehicles

Davy Janssens, Dino Pedreschi, Fosca Giannotti, 2012, KI - Künstliche Intelligenz.

Small Area Model-Based Estimators Using Big Data Sources

Dino Pedreschi, Fosca Giannotti, Luca Pappalardo, 2015 .

A Complexity Science Perspective on Human Mobility

Dino Pedreschi, Fosca Giannotti, Luca Pappalardo, 2013, Mobility Data.

Research Challenges in Ubiquitous Knowledge Discovery

Koen Vanhoof, Katharina Morik, Donato Malerba, 2008, Next Generation of Data Mining.

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

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2020, ArXiv.

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

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2012, KDD.

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

Dino Pedreschi, Fosca Giannotti, Beatrice Rapisarda, 2018, International Journal of Data Science and Analytics.

(So) Big Data and the transformation of the city

Dino Pedreschi, Cristina Ioana Muntean, Fosca Giannotti, 2020, International Journal of Data Science and Analytics.

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

Fosca Giannotti, 2011, EGC.

Non-Determinism in Deductive Databases

Carlo Zaniolo, Dino Pedreschi, Fosca Giannotti, 1991, DOOD.

A classification-based methodology for planning audit strategies in fraud detection

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 1999, KDD '99.

Mining the Information Propagation in a Network

Fosca Giannotti, Michele Berlingerio, Michele Coscia, 2009, SEBD.

Time-Annotated Sequences for Medical Data Mining

Franco Turini, Francesco Bonchi, Fosca Giannotti, 2007 .

A Privacy Risk Model for Trajectory Data

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2014, IFIPTM.

WhereNext: a location predictor on trajectory pattern mining

Anna Monreale, Fosca Giannotti, Roberto Trasarti, 2009, KDD.

On Interactive Pattern Mining from Relational Databases

Raffaele Perego, Fosca Giannotti, Francesco Bonchi, 2006, SEBD.

Discrimination- and privacy-aware patterns

Josep Domingo-Ferrer, Anna Monreale, Dino Pedreschi, 2014, Data Mining and Knowledge Discovery.

Beyond Current Technology: The Perspective of Three EC GIS Projects

Yannis Theodoridis, Fosca Giannotti, Robert Jeansoulin, 1999, DEXA Workshop.

Product assortment and customer mobility

Fosca Giannotti, Michele Coscia, Diego Pennacchioli, 2015, EPJ Data Science.

Forecasting success via early adoptions analysis: A data-driven study

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2017, PloS one.

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

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2017, GOODTECHS.

Mining sequences with temporal annotations

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 2006, SAC '06.

Visually driven analysis of movement data by progressive clustering

Dino Pedreschi, Fosca Giannotti, Gennady L. Andrienko, 2008, Inf. Vis..

Big Data Research in Italy: A Perspective

Michelangelo Ceci, Donato Malerba, Gabriella Pasi, 2016 .

Use of mobile phone data to estimate mobility flows. Measuring urban population and inter-city mobility using big data in an integrated approach

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 2014 .

PRIMULE: Privacy risk mitigation for user profiles

Francesca Pratesi, Anna Monreale, Fosca Giannotti, 2020, Data Knowl. Eng..

Hiding Sequences (Extended Abstract)

Francesco Bonchi, Fosca Giannotti, Maurizio Atzori, 2007 .

Meaningful Explanations of Black Box AI Decision Systems

Franco Turini, Anna Monreale, Dino Pedreschi, 2019, AAAI.

SoBigData: Social Mining & Big Data Ecosystem

Kalina Bontcheva, Fosca Giannotti, Roberto Trasarti, 2018, WWW.

Mobility data mining: discovering movement patterns from trajectory data

Dino Pedreschi, Fosca Giannotti, Chiara Renso, 2010, IWCTS '10.

Fair pattern discovery

Josep Domingo-Ferrer, Anna Monreale, Dino Pedreschi, 2014, SAC.

Local Rule-Based Explanations of Black Box Decision Systems pdf

Franco Turini, Anna Monreale, Dino Pedreschi, 2018, ArXiv.

Diffusive Phenomena in Dynamic Networks: A Data-Driven Study

Giulio Rossetti, Fosca Giannotti, Letizia Milli, 2018 .

NDlib: Studying Network Diffusion Dynamics

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2017, 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Big Data Analytics : towards a European research agenda

Fosca Giannotti, Andreas Rauber, Costantino Thanos, 2014 .

Discovering Eras in Evolving Social Networks (Extended Abstract)

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2010, SEBD.

Extracting and Inferring Communities via Link Analysis

Dino Pedreschi, Fosca Giannotti, Michele Coscia, 2018, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

Pushing Constraints to Detect Local Patterns

Francesco Bonchi, Fosca Giannotti, 2004, Local Pattern Detection.

Declarative Semantics for Pruning Operators in Logic Programming

Carlo Zaniolo, Dino Pedreschi, Fosca Giannotti, 1990, Methods Log. Comput. Sci..

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

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2014, SEBD.

HyWare: a HYbrid Workflow lAnguage for Research E-infrastructures

Paolo Manghi, Fosca Giannotti, Roberto Trasarti, 2017, D Lib Mag..

Privacy and Anonymity in Location and Movement-aware Data Analysis - the GeoPKDD Approach

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2007 .

Quantification Trees

Fabrizio Sebastiani, Anna Monreale, Dino Pedreschi, 2013, 2013 IEEE 13th International Conference on Data Mining.

Information Diffusion in Complex Networks: The Active/Passive Conundrum

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2017, COMPLEX NETWORKS.

Big Data for understanding human dynamics: the power of networks

Fosca Giannotti, F. Giannotti, 2018, EGC.

Knowledge discovery in databases : PKDD 2004 : 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Pisa, Italy, September 20-24, 2004 : proceedings

Jean-François Boulicaut, Dino Pedreschi, Floriana Esposito, 2004 .

Human Perception of Performance pdf

Dino Pedreschi, Fosca Giannotti, Albert-László Barabási, 2017, ArXiv.

Use of Mobile Phone Data to Estimate Visitors Mobility Flows

Fosca Giannotti, Mirco Nanni, Barbara Furletti, 2014, SEFM Workshops.

Scalable Link Prediction on Multidimensional Networks

Giulio Rossetti, Fosca Giannotti, Michele Berlingerio, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

Gate Splitting in LOTOS Specifications Using Abstract Interpretation

Diego Latella, Fosca Giannotti, 1994, Sci. Comput. Program..

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

Fosca Giannotti, Michael May, Christine Kopp, 2008, GIS '08.

Algorithmic bias amplifies opinion fragmentation and polarization: A bounded confidence model

Dino Pedreschi, Fosca Giannotti, Alina Sîrbu, 2018, PloS one.

Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2017, 2017 IEEE International Conference on Data Mining (ICDM).

Privacy-Preserving Data Mining from Outsourced Databases

Laks V. S. Lakshmanan, Wendy Hui Wang, Anna Monreale, 2011, Computers, Privacy and Data Protection.

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

Dino Pedreschi, Fosca Giannotti, Luca Pappalardo, 2018, ArXiv.

Is Data Mining Dangerous

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2006 .

Symbolic Semantics and Program Reduction

Franco Turini, Dino Pedreschi, Fosca Giannotti, 1985, IEEE Transactions on Software Engineering.

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

Fosca Giannotti, Roberto Trasarti, Riccardo Guidotti, 2015, MobiGIS.

Datalog with Non-Deterministic Choice Computes NDB-PTIME

Dino Pedreschi, Fosca Giannotti, Luca Corciulo, 1993, DOOD.

Uncovering Hierarchical and Overlapping Communities with a Local-First Approach

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2014, TKDD.

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

Salvatore Orlando, Raffaele Perego, Francesco Bonchi, 2006, 22nd International Conference on Data Engineering (ICDE'06).

On the effective semantics of temporal, non monotonic, non deterministic logic databases

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 1998 .

Retrieving Points of Interest from Human Systematic Movements

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2014, SEFM Workshops.

A classification for community discovery methods in complex networks pdf

Dino Pedreschi, Fosca Giannotti, Michele Coscia, 2011, Stat. Anal. Data Min..

Time-Annotated Sequences for Medical Data Mining

Franco Turini, Francesco Bonchi, Fosca Giannotti, 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).

Movement Behaviour Recognition for Water Activities

Fosca Giannotti, Roberto Trasarti, Mirco Nanni, 2017, PAP@PKDD/ECML.

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

Franco Turini, Anna Monreale, Dino Pedreschi, 2018, ArXiv.

Finding redundant and complementary communities in multidimensional networks

Fosca Giannotti, Michele Berlingerio, Michele Coscia, 2011, CIKM '11.

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

Dino Pedreschi, Fosca Giannotti, Roberto Trasarti, 2017, 2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA).

Community-centric analysis of user engagement in Skype social network

Dino Pedreschi, Giulio Rossetti, Marlon Dumas, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Temporal mining for interactive workflow data analysis

Fosca Giannotti, Mirco Nanni, Michele Berlingerio, 2009, KDD.

Towards discovery of eras in social networks

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2010, 2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010).

Hiding Sequential and Spatiotemporal Patterns

Francesco Bonchi, Fosca Giannotti, Osman Abul, 2010, IEEE Transactions on Knowledge and Data Engineering.

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

Hillel Rapoport, Dino Pedreschi, Fosca Giannotti, 2019, Data for Refugees Challenge.

Algorithmic bias amplifies opinion polarization: A bounded confidence model pdf

Dino Pedreschi, Fosca Giannotti, Alina Sîrbu, 2018, ArXiv.

Specifying mining algorithms with iterative user-defined aggregates

Franco Turini, Fosca Giannotti, Giuseppe Manco, 2004, IEEE Transactions on Knowledge and Data Engineering.

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

Carlo Zaniolo, Dino Pedreschi, Fosca Giannotti, 1994, Workshop on Deductive Databases and Logic Programming.

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

Zbigniew Smoreda, Dino Pedreschi, Fosca Giannotti, 2015, 2015 IEEE International Conference on Big Data (Big Data).

Location prediction within the mobility data analysis environment DAEDALUS

Anna Monreale, Fosca Giannotti, Roberto Trasarti, 2008, MobiQuitous.

Web log data warehousing and mining for intelligent web caching

Dino Pedreschi, Fosca Giannotti, Chiara Renso, 2001, Data Knowl. Eng..

On multidimensional network measures

Anna Monreale, Giulio Rossetti, Fosca Giannotti, 2013, SEBD.

Mobility, Data Mining and Privacy: The GeoPKDD Paradigm

Fosca Giannotti, Roberto Trasarti, 2010 .

Hiding Sequences

Francesco Bonchi, Fosca Giannotti, Maurizio Atzori, 2007, 2007 IEEE 23rd International Conference on Data Engineering Workshop.

The DAEDALUS framework: progressive querying and mining of movement data

Nikos Pelekis, Yannis Theodoridis, Gianni Costa, 2008, GIS '08.

Privacy-Aware Knowledge Discovery from Location Data

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2007, 2007 International Conference on Mobile Data Management.

Experiences with a Logic-based knowledge discovery Support Environment

Franco Turini, Dino Pedreschi, Fosca Giannotti, 1999, 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery.

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

Fosca Giannotti, 2011, 2011 IEEE 12th International Conference on Mobile Data Management.

Datalog with Non-Deterministic Choice Computers NDB-PTIME

Dino Pedreschi, Fosca Giannotti, D. Pedreschi, 1998, J. Log. Program..

Computational Logic in GeoPKDD

Fosca Giannotti, Chiara Renso, Alessandra Raffaetà, 2005 .

Mobility Data and Privacy

Anna Monreale, Dino Pedreschi, Fosca Giannotti, 2013, Mobility Data.

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

Francesca Pratesi, Anna Monreale, Dino Pedreschi, 2013, EPJ Data Science.

ExAnte: a preprocessing method for frequent-pattern mining

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2005, IEEE Intelligent Systems.

Location Prediction through Trajectory Pattern Mining (Extended Abstract)

Anna Monreale, Fosca Giannotti, Roberto Trasarti, 2010, Sistemi Evoluti per Basi di Dati.

Anonymity and data mining

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2005, Comput. Syst. Sci. Eng..

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

Dino Pedreschi, Giulio Rossetti, Marlon Dumas, 2016, Social Network Analysis and Mining.

Programming with non-determinism in deductive databases

Sergio Greco, Carlo Zaniolo, Fosca Giannotti, 2004, Annals of Mathematics and Artificial Intelligence.

$$\mathcal{L}\mathcal{D}\mathcal{L} - \mathcal{M}_{ine} $$ : Integrating Data Mining with Intelligent Query Answering

Fosca Giannotti, Giuseppe Manco, 2002 .

WebCat: Automatic Categorization of Web Search Results

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 2003, SEBD.

Mining the Temporal Dimension of the Information Propagation

Fosca Giannotti, Michele Berlingerio, Michele Coscia, 2009, IDA.

Data mining for intelligent Web caching

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2001, Proceedings International Conference on Information Technology: Coding and Computing.

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

Dino Pedreschi, Cristina Ioana Muntean, Fosca Giannotti, 2017, AI*IA.

The Three Dimensions of Social Prominence

Dino Pedreschi, Giulio Rossetti, Fosca Giannotti, 2013, SocInfo.

PlayeRank

Dino Pedreschi, Fosca Giannotti, Luca Pappalardo, 2018, ACM Trans. Intell. Syst. Technol..

An Application of Advanced Spatio-Temporal Formalisms to Behavioural Ecology

Franco Turini, Stefano Spaccapietra, Fosca Giannotti, 2008, GeoInformatica.

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

Fosca Giannotti, Giuseppe Amato, Giovanni Mainetto, 1994, SEBD.

Factual and Counterfactual Explanations for Black Box Decision Making

Franco Turini, Anna Monreale, Dino Pedreschi, 2019, IEEE Intelligent Systems.

Advanced knowledge discovery on movement data with the GeoPKDD system

Dino Pedreschi, Fosca Giannotti, Chiara Renso, 2010, EDBT '10.

ExAnte: Anticipated Data Reduction in Constrained Pattern Mining

Dino Pedreschi, Francesco Bonchi, Fosca Giannotti, 2003, PKDD.

An abstract interpreter for the specification language LOTOS

Fosca Giannotti, Franco Fiore, F. Giannotti, 1994, FORTE.

Link Prediction su Reti Multidimensionali

Giulio Rossetti, Fosca Giannotti, Michele Berlingerio, 2011, SEBD.

Semantics and Expressive Power of Nondeterministic Constructs in Deductive Databases

Carlo Zaniolo, Dino Pedreschi, Fosca Giannotti, 2001, J. Comput. Syst. Sci..

A public data set of spatio-temporal match events in soccer competitions

Dino Pedreschi, Fosca Giannotti, Luca Pappalardo, 2019, Scientific Data.

Interactive visual clustering of large collections of trajectories

Dino Pedreschi, Fosca Giannotti, Gennady L. Andrienko, 2009, 2009 IEEE Symposium on Visual Analytics Science and Technology.

SNIPER: A Data Mining Methodology for Fiscal Fraud Detection

Dino Pedreschi, Fosca Giannotti, Stefano Basta, 2009, ERCIM News.

Learning Complex Couplings and Interactions

Can Wang, Fosca Giannotti, Longbing Cao, 2021, IEEE Intell. Syst..

Understanding peacefulness through the world news pdf

Fosca Giannotti, Luca Pappalardo, Ioanna Miliou, 2021, ArXiv.

Characterising different communities of Twitter users: Migrants and natives pdf

Giulio Rossetti, Fosca Giannotti, Alina Sirbu, 2021, COMPLEX NETWORKS.

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

Hillel Rapoport, Giulio Rossetti, Fosca Giannotti, 2021, ArXiv.

Correction to: Human migration: the big data perspective

Marco Conti, Francesca Pratesi, Dino Pedreschi, 2021, International Journal of Data Science and Analysis.

Explainable Machine Learning for Trustworthy AI

Fosca Giannotti, 2021, ICAART.

Explainable Deep Image Classifiers for Skin Lesion Diagnosis pdf

Fosca Giannotti, Patrick Gallinari, Riccardo Guidotti, 2021, ArXiv.

A modularized framework for explaining hierarchical attention networks on text classifiers

Stan Matwin, Anna Monreale, Dino Pedreschi, 2021, Canadian Conference on AI.

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

Ben Shneiderman, Fosca Giannotti, Kaisa Väänänen, 2021, INTERACT.

AI3SD Video: Explainable Machine Learning for Trustworthy AI

Fosca Giannotti, 2021 .

Data science: a game changer for science and innovation

Paolo Manghi, Pasquale Pagano, Dino Pedreschi, 2021, International Journal of Data Science and Analytics.

Trustworthy AI

Katharina Morik, Fosca Giannotti, Raja Chatila, 2021, Reflections on Artificial Intelligence for Humanity.

GeoPKDD Geographic Privacy-aware Knowledge Discovery

Dino Pedreschi, Fosca Giannotti, Chiara Renso, 2005 .

Comparing General Mobility and Mobility by Car

Dino Pedreschi, Fosca Giannotti, Luca Pappalardo, 2013, 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence.

The Social Network of Dante's Inferno

Dino Pedreschi, Fosca Giannotti, Amedeo Cappelli, 2011, Leonardo.

[ TR / ISTI-CNR ] T-patterns : temporally annotated sequential patterns over trajectories

Dino Pedreschi, Fosca Giannotti, Mirco Nanni, 2012 .