Giuseppe Manco
Orcid: 0000-0001-9672-3833Affiliations:
- Institute of High Performance Computing and Networks, Rende, Italy
According to our database1,
Giuseppe Manco
authored at least 148 papers
between 1995 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Knowl. Inf. Syst., December, 2024
ACM Trans. Intell. Syst. Technol., August, 2024
CoRR, 2024
Algorithmic Drift: A Simulation Framework to Study the Effects of Recommender Systems on User Preferences.
CoRR, 2024
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
Proceedings of the 21st International Conference on Principles of Knowledge Representation and Reasoning, 2024
Relevance Meets Diversity: A User-Centric Framework for Knowledge Exploration Through Recommendations.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Dawn of LLM4Cyber: Current Solutions, Challenges, and New Perspectives in Harnessing LLMs for Cybersecurity.
Proceedings of the Ital-IA Intelligenza Artificiale, 2024
Proceedings of the Foundations of Intelligent Systems - 27th International Symposium, 2024
Beyond the Horizon: Using Mixture of Experts for Domain Agnostic Fake News Detection.
Proceedings of the Discovery Science - 27th International Conference, 2024
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
2023
A federated approach for detecting data hidden in icons of mobile applications delivered via web and multiple stores.
Soc. Netw. Anal. Min., December, 2023
Audio-based anomaly detection on edge devices via self-supervision and spectral analysis.
J. Intell. Inf. Syst., December, 2023
Theory Pract. Log. Program., July, 2023
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Proceedings of the 31st Symposium of Advanced Database Systems, 2023
Proceedings of the 31st Symposium of Advanced Database Systems, 2023
ORISHA: Improving Threat Detection through Orchestrated Information Sharing (Discussion Paper).
Proceedings of the 31st Symposium of Advanced Database Systems, 2023
Proceedings of the Italian Conference on Cyber Security (ITASEC 2023), 2023
Using AI to face covert attacks in IoT and softwarized scenarios: challenges and opportunities.
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Deep Learning/PUF-based Item Identification for Supply Chain Management in a Distributed Ledger Framework.
Proceedings of the Fifth International Conference on Blockchain Computing and Applications, 2023
2022
WIREs Data Mining Knowl. Discov., 2022
Detection of Steganographic Threats Targeting Digital Images in Heterogeneous Ecosystems Through Machine Learning.
J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2022
Future Gener. Comput. Syst., 2022
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022
Proceedings of the Italian Conference on Cybersecurity (ITASEC 2022), 2022
Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review.
Proceedings of the Digital Sovereignty in Cyber Security: New Challenges in Future Vision, 2022
Proceedings of the 37th Italian Conference on Computational Logic, Bologna, Italy, June 29, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022
2021
IEEE Trans. Knowl. Data Eng., 2021
A Deep Learning Approach for Unsupervised Failure Detection in Smart Industry (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021
Unbiasing Collaborative Filtering for Popularity-Aware Recommendation (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Proceedings of the Italian Conference on Cybersecurity, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
2020
Pattern Recognit. Lett., 2020
Proceedings of the ECML PKDD 2020 Workshops, 2020
Proceedings of the Fourth Italian Conference on Cyber Security, 2020
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020
2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019
2018
Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018
Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018
20+ Years of Analytics on Complex Data: Impact, Issues, Challenges and Contributions.
Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018
2017
ACM Trans. Intell. Syst. Technol., 2017
Expert Syst. Appl., 2017
Data Min. Knowl. Discov., 2017
Proceedings of the Personal Analytics and Privacy. An Individual and Collective Perspective, 2017
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
2016
Qual. Reliab. Eng. Int., 2016
2014
Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, ISBN: 978-3-031-01906-7, 2014
J. Intell. Inf. Syst., 2014
A Generative Bayesian Model for Item and User Recommendation in Social Rating Networks with Trust Relationships.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
2013
Data Knowl. Eng., 2013
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013
Towards Topic-aware Social Influence Propagation Models.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
2012
Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012
Balancing Prediction and Recommendation Accuracy: Hierarchical Latent Factors for Preference Data.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012
Proceedings of the 16th International Database Engineering & Applications Symposium, 2012
Probabilistic Sequence Modeling for Recommender Systems.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012
2011
Proceedings of the Learning Structure and Schemas from Documents, 2011
From global to local and viceversa: uses of associative rule learning for classification in imprecise environments.
Knowl. Inf. Syst., 2011
A Probabilistic Hierarchical Approach for Pattern Discovery in Collaborative Filtering Data (Extended Abstract).
Proceedings of the Sistemi Evoluti per Basi di Dati, 2011
A Probabilistic Hierarchical Approach for Pattern Discovery in Collaborative Filtering Data.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Modeling item selection and relevance for accurate recommendations: a bayesian approach.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011
An Analysis of Probabilistic Methods for Top-N Recommendation in Collaborative Filtering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2011
Characterizing Relationships through Co-clustering - A Probabilistic Approach.
Proceedings of the KDIR 2011, 2011
2010
Data Min. Knowl. Discov., 2010
Fast and Effective Hierarchical Clustering of XML Documents by Structure.
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Proceedings of the ICDMW 2010, 2010
2009
A Hierarchical Rule-based Framework for Accurate Classification in Imprecise Domains.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009
Proceedings of the ICTAI 2009, 2009
Proceedings of the ICDM Workshops 2009, 2009
Proceedings of the Data Warehousing and Knowledge Discovery, 11th International Conference, 2009
2008
Proceedings of the Mobility, Data Mining and Privacy - Geographic Knowledge Discovery, 2008
J. Intell. Inf. Syst., 2008
DAEDALUS: A knowledge discovery analysis framework for movement data.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008
2007
IEEE Trans. Knowl. Data Eng., 2007
Data Knowl. Eng., 2007
A Hierarchical Probabilistic Model for Co-Clustering High-Dimensional Data.
Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007
2006
Effective Incremental Clustering for Duplicate Detection in Large Databases.
Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006
2005
Mining Correlations in Workflows Executions.
Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005
RecBoost: A Supervised Approach to Text Segmentation.
Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005
Proceedings of the Fifth International Conference on Quality Software (QSIC 2005), 2005
Proceedings of the Ninth International Database Engineering and Applications Symposium (IDEAS 2005), 2005
2004
J. Vis. Lang. Comput., 2004
IEEE Trans. Knowl. Data Eng., 2004
Clustering of XML Documents by Structure based on Tree Matching and Merging.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004
Proceedings of the Constraint-Based Mining and Inductive Databases, 2004
Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004
2003
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003
Logical Languages for Data Mining.
Proceedings of the Logics for Emerging Applications of Databases [outcome of a Dagstuhl seminar], 2003
2002
Proceedings of the Fifth International Workshop on the Web and Databases, 2002
Proceedings of the Logics in Artificial Intelligence, European Conference, 2002
Proceedings of the 2002 International Symposium on Information Technology (ITCC 2002), 2002
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002
Proceedings of the Database and Expert Systems Applications, 13th International Conference, 2002
2001
Data Knowl. Eng., 2001
Clustering Transactional Data.
Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001
2000
Proceedings of the Knowledge Discovery and Data Mining, 2000
Proceedings of the Flexible Query Answering Systems, 2000
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
Proceedings of the 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 1999
Querying inductive Databases via Logic-Based user-defined aggregates.
Proceedings of the 1999 Joint Conference on Declarative Programming, 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
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
Modeling Object Dynamics in Object-Oriented Logic Programming.
Proceedings of the 1996 Joint Conf. on Declarative Programming, 1996
1995
A Structural (Meta-Logical) Semantics for Linear Objects.
Proceedings of the 1995 Joint Conference on Declarative Programming, 1995