Dino Pedreschi
Orcid: 0000-0003-4801-3225Affiliations:
- University of Pisa, Italy
According to our database1,
Dino Pedreschi
authored at least 281 papers
between 1985 and 2025.
Collaborative distances:
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on orcid.org
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on id.loc.gov
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on di.unipi.it
On csauthors.net:
Bibliography
2025
2024
Correction: AI content detection in the emerging information ecosystem: new obligations for media and tech companies.
Ethics Inf. Technol., December, 2024
AI content detection in the emerging information ecosystem: new obligations for media and tech companies.
Ethics Inf. Technol., December, 2024
Stable and actionable explanations of black-box models through factual and counterfactual rules.
Data Min. Knowl. Discov., September, 2024
ACM Trans. Knowl. Discov. Data, February, 2024
CoRR, 2024
CoRR, 2024
A survey on the impact of AI-based recommenders on human behaviours: methodologies, outcomes and future directions.
CoRR, 2024
Counterfactual and Prototypical Explanations for Tabular Data via Interpretable Latent Space.
IEEE Access, 2024
Towards a crowdsourced framework for online hate speech moderation - a case study in the Indian political scenario.
Proceedings of the Companion Publication of the 16th ACM Web Science Conference, 2024
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
Proceedings of the Workshops at the Third International Conference on Hybrid Human-Artificial Intelligence co-located with (HHAI 2024), 2024
2023
ACM Trans. Interact. Intell. Syst., December, 2023
Generative AI models should include detection mechanisms as a condition for public release.
Ethics Inf. Technol., December, 2023
Data Min. Knowl. Discov., September, 2023
Proceedings of the SUMO User Conference 2023, Berlin, Germany, May 2-4, 2023, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Discovery Science - 26th International Conference, 2023
2022
WIREs Data Mining Knowl. Discov., 2022
Proceedings of the 24th Eurographics Conference on Visualization, 2022
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
Proceedings of the Discovery Science - 25th International Conference, 2022
Proceedings of the Discovery Science - 25th International Conference, 2022
Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28, 2022
Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022
2021
PLoS Comput. Biol., 2021
Inf. Process. Manag., 2021
Int. J. Data Sci. Anal., 2021
Introduction to the special issue on social mining and big data ecosystem for open, responsible data science.
Int. J. Data Sci. Anal., 2021
Int. J. Data Sci. Anal., 2021
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
Artif. Intell., 2021
Proceedings of the 11th International Conference on Cloud Computing and Services Science, 2021
A modularized framework for explaining hierarchical attention networks on text classifiers.
Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021
Proceedings of the Human-Centered Artificial Intelligence, 2021
2020
Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020
IEEE Trans. Dependable Secur. Comput., 2020
Error Estimation of Ultra-Short Heart Rate Variability Parameters: Effect of Missing Data Caused by Motion Artifacts.
Sensors, 2020
The relationship between human mobility and viral transmissibility during the COVID-19 epidemics in Italy.
CoRR, 2020
Mobile phone data analytics against the COVID-19 epidemics in Italy: flow diversity and local job markets during the national lockdown.
CoRR, 2020
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
CoRR, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020
Doctor XAI: an ontology-based approach to black-box sequential data classification explanations.
Proceedings of the FAT* '20: Conference on Fairness, 2020
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020
Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020
Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach.
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.
Multim. Tools Appl., 2019
IEEE Intell. Syst., 2019
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Formal Methods. FM 2019 International Workshops, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Integration of Syrian Refugees: Insights from D4R, Media Events and Housing Market Data.
Proceedings of the Guide to Mobile Data Analytics in Refugee Scenarios, 2019
2018
Proceedings of the Handbook of Mobile Data Privacy., 2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Trans. Data Priv., 2018
NDlib: a python library to model and analyze diffusion processes over complex networks.
Int. J. Data Sci. Anal., 2018
Data science at SoBigData: the European research infrastructure for social mining and big data analytics.
Int. J. Data Sci. Anal., 2018
EPJ Data Sci., 2018
CoRR, 2018
CoRR, 2018
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 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
Online Soc. Networks Media, 2017
Mach. Learn., 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the Smart Objects and Technologies for Social Good, 2017
Proceedings of the Smart Objects and Technologies for Social Good, 2017
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.
Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017
Proceedings of the Complex Networks & Their Applications VI, 2017
Sentiment Spreading: An Epidemic Model for Lexicon-Based Sentiment Analysis on Twitter.
Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017
2016
Proceedings of the Data Mining and Constraint Programming, 2016
Proceedings of the Data Mining and Constraint Programming, 2016
Proceedings of the Data Mining and Constraint Programming, 2016
ACM Trans. Intell. Syst. Technol., 2016
Homophilic network decomposition: a community-centric analysis of online social services.
Soc. Netw. Anal. Min., 2016
A supervised approach for intra-/inter-community interaction prediction in dynamic social networks.
Soc. Netw. Anal. Min., 2016
Soc. Netw. Anal. Min., 2016
Int. J. Data Sci. Anal., 2016
Proceedings of the Software Technologies: Applications and Foundations, 2016
Proceedings of the Advances in Network Science, 2016
Proceedings of the Solving Large Scale Learning Tasks. Challenges and Algorithms, 2016
2015
Proceedings of the Software Engineering and Formal Methods, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
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.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015
2014
ACM Trans. Knowl. Discov. Data, 2014
Proceedings of the Software Engineering and Formal Methods, 2014
The patterns of musical influence on the Last.Fm social network.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014
Mining efficient training patterns of non-professional cyclists.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014
Proceedings of the Trust Management VIII - 8th IFIP WG 11.11 International Conference, 2014
Overlap versus partition: Marketing classification and customer profiling in complex networks of products.
Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014
2013
Proceedings of the Discrimination and Privacy in the Information Society, 2013
Privacy-Preserving Mining of Association Rules From Outsourced Transaction Databases.
IEEE Syst. J., 2013
Proceedings of the Social Informatics - 5th International Conference, 2013
Privacy-Aware Distributed Mobility Data Analytics.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013
Validating general human mobility patterns on massive GPS data.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013
Measuring tie strength in multidimensional networks.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013
Proceedings of the New Frontiers in Mining Complex Patterns, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013
Proceedings of the Geographic Information Science at the Heart of Europe, 2013
A Complexity Science Perspective on Human Mobility.
Proceedings of the Mobility Data: Modeling, 2013
Mobility Data and Privacy.
Proceedings of the Mobility Data: Modeling, 2013
2012
Proceedings of the 3rd International Conference on Ambient Systems, 2012
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012
Proceedings of the ACM Symposium on Applied Computing, 2012
AUDIO: An Integrity <i>Audi</i>ting Framework of <i>O</i>utlier-Mining-as-a-Service Systems.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Efficient distributed computation of human mobility aggregates through user mobility profiles.
Proceedings of the ACM SIGKDD International Workshop on Urban Computing, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
"How Well Do We Know Each Other?" Detecting Tie Strength in Multidimensional Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012
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.
VLDB J., 2011
Trans. Data Priv., 2011
Stat. Anal. Data Min., 2011
J. Comput. Sci., 2011
Proceedings of the 12th IEEE International Conference on Mobile Data Management, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011
Proceedings of the Computers, Privacy and Data Protection: an Element of Choice, 2011
2010
Artif. Intell. Law, 2010
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010
Discovering Eras in Evolving Social Networks (Extended Abstract).
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS, 2010
Proceedings of the Second International Workshop on Computational Transportation Science, 2010
Proceedings of the EDBT 2010, 2010
2009
Proceedings of the Advances in Spatial and Temporal Databases, 2009
Anonymous Sequences from Trajectory Data.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009
Proceedings of the ICDM Workshops 2009, 2009
Proceedings of the Second International Workshop on Computational Transportation Science, 2009
Proceedings of the 2nd SIGSPATIAL ACM GIS 2009 International Workshop on Security and Privacy in GIS and LBS, 2009
Proceedings of the EDBT 2009, 2009
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009
2008
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the Privacy, 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
Proceedings of the Geographic Privacy-Aware Knowledge Discovery and Delivery, 16.11., 2008
2007
Proceedings of the 8th International Conference on Mobile Data Management (MDM 2007), 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
2006
J. Intell. Inf. Syst., 2006
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
2005
Knowl. Inf. Syst., 2005
Anonymity and data mining.
Comput. Syst. Sci. Eng., 2005
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
2004
Frequent Pattern Queries for Flexible Knowledge Discovery.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004
Proceedings of the Program Development in Computational Logic: A Decade of Research Advances in Logic-Based Program Development, 2004
Proceedings of the 9th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2004
Proceedings of the 9th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2004
Proceedings of the Constraint-Based Mining and Inductive Databases, 2004
2003
WebCat: Automatic Categorization of Web Search Results.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003
Pre-processing for Constrained Pattern Mining.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
2002
Proceedings of the Computational Logic: Logic Programming and Beyond, 2002
Proceedings of the Computational Logic: Logic Programming and Beyond, 2002
Distances For Spatio-Temporal Clustering.
Proceedings of the 15th Australian Joint Conference on Artificial Intelligence 2002, 2002
2001
Semantics and Expressive Power of Nondeterministic Constructs in Deductive Databases.
J. Comput. Syst. Sci., 2001
Data Knowl. Eng., 2001
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001
2000
Logic-Based Knowledge Discovery in Databases.
Proceedings of the Information Modelling and Knowledge Bases XII: Tenth European-Japanese Conference on Information Modelling and Knowledge Bases, 2000
Proceedings of the Computational Logic, 2000
1999
Proceedings of the Workshop on Verification of Logic Programs 1999, 1999
Integration of Deduction and Induction for Mining Supermarket Sales Data.
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.
Proceedings of the Atti del Settimo Convegno Nazionale Sistemi Evoluti per Basi di Dati, 1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
Proceedings of the 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 1999
Proceedings of the Data Warehousing and Knowledge Discovery, 1999
1998
Proceedings of the Flexible Query Answering Systems, Third International Conference, 1998
On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases.
Proceedings of the Computer Science Logic, 12th International Workshop, 1998
1997
Non-determinism in Deductive Databases - Preface.
Ann. Math. Artif. Intell., 1997
Datalog++: a Basis for Active Object.Oriented Databases.
Proceedings of the Convegno Nazionale Sistemi Evolluti per Basi di Dati, 1997
Proceedings of the Deductive and Object-Oriented Databases, 5th International Conference, 1997
A Deductive Data Model for Representing and Querying Semistructured Data.
Proceedings of the 1997 Joint Conf. on Declarative Programming, 1997
1996
1995
A Case Study in Logic Program Verification: the Vanilla Metainterpreter.
Proceedings of the 1995 Joint Conference on Declarative Programming, 1995
Declarative Reconstruction of Updates in Logic Databases: a Compilative Approach.
Proceedings of the 1995 Joint Conference on Declarative Programming, 1995
1994
Declarative Semantics for Pruning Operators in Logic Programming.
Methods Log. Comput. Sci., 1994
Proceedings of the Programming Language Implementation and Logic Programming, 1994
A Proof Method for Runtime Properties of Prolog Programs.
Proceedings of the Logic Programming, 1994
Total correctness of logic and pure Prolog programs.
Proceedings of the ICLP 1994 Workshop W2: Verification and Analysis of (Concurrent) Logic Languages, 1994
Expressive Power of Non-Deterministic Operators for Logic-based Languages.
Proceedings of the Workshop on Deductive Databases and Logic Programming, 1994
Termination is Language-Independent.
Proceedings of the 1994 Joint Conference on Declarative Programming, 1994
Proving termination of Prolog programs.
Proceedings of the 1994 Joint Conference on Declarative Programming, 1994
1993
Proceedings of the Deductive and Object-Oriented Databases, Third International Conference, 1993
1992
Proceedings of the Meta-Programming in Logic, 3rd International Workshop, 1992
The Type System of LML.
Proceedings of the Types in Logic Programming., 1992
1991
Proceedings of the Theoretical Aspects of Computer Software, 1991
Theory Construction in Computational Logic.
Proceedings of the Constructing Logic Programs, 1991
Proceedings of the Deductive and Object-Oriented Databases, 1991
1990
Algebraic Properties of a Class of Logic Programs.
Proceedings of the Logic Programming, Proceedings of the 1990 North American Conference, Austin, Texas, USA, October 29, 1990
Proceedings of the Programming Language Implementation and Logic Programming, 1990
Declarative Semantics for Pruning Operators in Logic Programming.
Proceedings of the Workshop Logic Programming and Non-Monotonic Logic, 1990
Universal Quantification by Case Analysis.
Proceedings of the 9th European Conference on Artificial Intelligence, 1990
1988
An Algebra of Logic Programs.
Proceedings of the Logic Programming, 1988
A Progress Report on the LML Project.
Proceedings of the International Conference on Fifth Generation Computer Systems, 1988
1987
Sci. Comput. Program., 1987
Proceedings of the TAPSOFT'87: Proceedings of the International Joint Conference on Theory and Practice of Software Development, 1987
1985
The Type System of Galileo.
Proceedings of the Data Types and Persistence, 1985