Andrea Tagarelli

Orcid: 0000-0002-8142-503X

Affiliations:
  • University of Calabria, Cosenza, Italy


According to our database1, Andrea Tagarelli authored at least 169 papers between 2002 and 2024.

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

Timeline

Legend:

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Bibliography

2024
DyHANE: dynamic heterogeneous attributed network embedding through experience node replay.
Appl. Netw. Sci., December, 2024

Bringing order into the realm of Transformer-based language models for artificial intelligence and law.
Artif. Intell. Law, December, 2024

Neural discovery of balance-aware polarized communities.
Mach. Learn., September, 2024

A meta-active learning approach exploiting instance importance.
Expert Syst. Appl., 2024

A Survey on Moral Foundation Theory and Pre-Trained Language Models: Current Advances and Challenges.
CoRR, 2024

E2MoCase: A Dataset for Emotional, Event and Moral Observations in News Articles on High-impact Legal Cases.
CoRR, 2024

Safeguarding Decentralized Social Media: LLM Agents for Automating Community Rule Compliance.
CoRR, 2024

Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics.
CoRR, 2024

Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models.
CoRR, 2024

Link Prediction on Multilayer Networks through Learning of Within-Layer and Across-Layer Node-Pair Structural Features and Node Embedding Similarity.
Proceedings of the ACM on Web Conference 2024, 2024

Polarization in Decentralized Online Social Networks.
Proceedings of the 16th ACM Web Science Conference, 2024

AWESOME: Analysis framework for WEb3 SOcial MEdia.
Proceedings of the 4th International Workshop on Open Challenges in Online Social Networks, 2024

Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Is Contrasting All You Need? Contrastive Learning for the Detection and Attribution of AI-generated Text.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
Transformer-based language models for mental health issues: A survey.
Pattern Recognit. Lett., March, 2023

A combinatorial multi-armed bandit approach to correlation clustering.
Data Min. Knowl. Discov., 2023

Get Out of the Nest! Drivers of Social Influence in the #TwitterMigration to Mastodon.
CoRR, 2023

Visually Wired NFTs: Exploring the Role of Inspiration in Non-Fungible Tokens.
CoRR, 2023

Show me your NFT and I tell you how it will perform: Multimodal representation learning for NFT selling price prediction.
Proceedings of the ACM Web Conference 2023, 2023

SONAR: Web-based Tool for Multimodal Exploration of Non-Fungible Token Inspiration Networks.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Meta-Active Learning Approach Exploiting Instance Importance based on Learning Gradient Variation.
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

GDPR Article Retrieval based on Domain-adaptive and Task-adaptive Legal Pre-trained Language Models.
Proceedings of the 1st Legal Information Retrieval meets Artificial Intelligence Workshop LIRAI 2023 co-located with the 34th ACM Hypertext Conference HT 2023, 2023

Topic Similarities in Rights and Duties across European Constitutions using Transformer-based Language Models.
Proceedings of the 1st Legal Information Retrieval meets Artificial Intelligence Workshop LIRAI 2023 co-located with the 34th ACM Hypertext Conference HT 2023, 2023

Exploring domain and task adaptation of LamBERTa models for article retrieval on the Italian Civil Code.
Proceedings of the 19th The Conference on Information and Research science Connecting to Digital and Library science, 2023

Evolution of the Social Debate on Climate Crisis: Insights from Twitter During the Conferences of the Parties.
Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2023

2022
Information consumption and boundary spanning in Decentralized Online Social Networks: The case of Mastodon users.
Online Soc. Networks Media, 2022

"<i>Managing, Mining and Learning in the Legal Data Domain</i>".
Inf. Syst., 2022

Community Detection in Multiplex Networks.
ACM Comput. Surv., 2022

Information Consumption and Boundary Spanning in Decentralized Online Social Networks: the case of Mastodon Users.
CoRR, 2022

Co-MLHAN: contrastive learning for multilayer heterogeneous attributed networks.
Appl. Netw. Sci., 2022

Unsupervised law article mining based on deep pre-trained language representation models with application to the Italian civil code.
Artif. Intell. Law, 2022

LawNet-Viz: A Web-based System to Visually Explore Networks of Law Article References.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Correlation Clustering: from Local to Global Constraints.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Discovering the Landscape of Decentralized Online Social Networks through Mastodon.
Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

A Comparison of Transformer-Based Language Models on NLP Benchmarks.
Proceedings of the Natural Language Processing and Information Systems, 2022

LamBERTa: Law Article Mining Based on Bert Architecture for the Italian Civil Code.
Proceedings of the 18th Italian Research Conference on Digital Libraries, 2022

Network Analysis of the Information Consumption-Production Dichotomy in Mastodon User Behaviors.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Learning to Active Learn by Gradient Variation based on Instance Importance.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

When Correlation Clustering Meets Fairness Constraints.
Proceedings of the Discovery Science - 25th International Conference, 2022

Analysis on the Effects of Graph Perturbations on Centrality Metrics.
Proceedings of the Complex Networks and Their Applications XI, 2022

2021
Guest Editorial Introduction to the Special Section on Reloading Feature-Rich Information Networks.
IEEE Trans. Netw. Sci. Eng., 2021

Attribute based diversification of seeds for targeted influence maximization.
Inf. Sci., 2021

Graph convolutional and attention models for entity classification in multilayer networks.
Appl. Netw. Sci., 2021

Understanding the growth of the Fediverse through the lens of Mastodon.
Appl. Netw. Sci., 2021

Correlation Clustering with Global Weight Bounds.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020
ANGEL: A Synthetic Model for Airline Network Generation Emphasizing Layers.
IEEE Trans. Netw. Sci. Eng., 2020

Modularity in Multilayer Networks Using Redundancy-Based Resolution and Projection-Based Inter-Layer Coupling.
IEEE Trans. Netw. Sci. Eng., 2020

Multilayer network simplification: Approaches, models and methods.
Comput. Sci. Rev., 2020

Cores matter? An analysis of graph decomposition effects on influence maximization problems.
Proceedings of the WebSci '20: 12th ACM Conference on Web Science, 2020

A Framework for Complex Influence Propagation based on the F2DLT Class of Diffusion Models.
Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

In and Out: Optimizing Overall Interaction in Probabilistic Graphs under Clustering Constraints.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Topological Analysis of Synthetic Models for Air Transportation Multilayer Networks.
Proceedings of the Complex Networks & Their Applications IX, 2020

2019
Data Mining: Clustering.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 1, 2019

Are you an influencer, or a lurker? why not both! understanding alternate, opposite behaviors in complex social network systems.
SIGWEB Newsl., 2019

Monotone Submodular Diversity functions for Categorical Vectors with Application to Diversification of Seeds for Targeted Influence Maximization.
CoRR, 2019

Complex influence propagation based on trust-aware dynamic linear threshold models.
Appl. Netw. Sci., 2019

Generalized Preference Learning for Trust Network Inference.
IEEE Access, 2019

Tutorial: Are You My Neighbor?: Bringing Order to Neighbor Computing Problems.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

A Combinatorial Multi-Armed Bandit Based Method for Dynamic Consensus Community Detection in Temporal Networks.
Proceedings of the Discovery Science - 22nd International Conference, 2019

Deep Auscultation: Predicting Respiratory Anomalies and Diseases via Recurrent Neural Networks.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Dynamic consensus community detection and combinatorial multi-armed bandit.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018
Mining Lurkers in Online Social Networks - Principles, Models, and Computational Methods
Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-00228-2, 2018

Topology-Driven Diversity for Targeted Influence Maximization with Application to User Engagement in Social Networks.
IEEE Trans. Knowl. Data Eng., 2018

Identifying Users With Alternate Behaviors of Lurking and Active Participation in Multilayer Social Networks.
IEEE Trans. Comput. Soc. Syst., 2018

Learning to lurker rank: an evaluation of learning-to-rank methods for lurking behavior analysis.
Soc. Netw. Anal. Min., 2018

Trust-Based Dynamic Linear Threshold Models for Non-competitive and Competitive Influence Propagation.
Proceedings of the 17th IEEE International Conference On Trust, 2018


Consensus Community Detection in Multilayer Networks Using Parameter-Free Graph Pruning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Learning to Rank Social Bots.
Proceedings of the 29th on Hypertext and Social Media, 2018

2017
An information-theoretic approach to hierarchical clustering of uncertain data.
Inf. Sci., 2017

Ensemble-based community detection in multilayer networks.
Data Min. Knowl. Discov., 2017

Local community detection in multilayer networks.
Data Min. Knowl. Discov., 2017

Node-centric community detection in multilayer networks with layer-coverage diversification bias.
CoRR, 2017

Exploring lurking behaviors in online social networks.
Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017

An Evaluation of Learning-to-Rank Methods for Lurking Behavior Analysis.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Controversy-Aware Hybrid Trust Inference in Online Social Networks.
Proceedings of the 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, Australia, August 1-4, 2017, 2017

Personalized Recommendation of Points-of-Interest Based on Multilayer Local Community Detection.
Proceedings of the Social Informatics, 2017

A cloud based framework for Emergency Management: experiences in Calabria Region.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

An Influence Maximization based approach to the Engagement of Silent Users in Online Social Networks.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

The Projective Clustering Ensemble Problem for Advanced Data Clustering.
Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Revisiting Resolution and Inter-Layer Coupling Factors in Modularity for Multilayer Networks.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
MultiClust 2013: Multiple Clusterings, Multiview Data, and Multisource Knowledgedriven Clustering: [Workshop Report].
SIGKDD Explor., 2016

ECIR 2016 Workshop on Modeling, Learning and Mining for Cross/Multilinguality (MultiLingMine '16).
SIGIR Forum, 2016

Controversy in Trust Networks.
Proceedings of the Trust and Trustworthy Computing - 9th International Conference, 2016

SINSE+: a software for the acquisition and analysis of open data in health and social area.
Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

To Trust or Not to Trust Lurkers?: Evaluation of Lurking and Trustworthiness in Ranking Problems.
Proceedings of the Advances in Network Science, 2016

MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality.
Proceedings of the Advances in Information Retrieval, 2016

Modeling Evolutionary Dynamics of Lurking in Social Networks.
Proceedings of the Complex Networks VII, 2016

Handling Uncertainty in Clustering Art-Exhibition Visiting Styles.
Proceedings of the Big Data Technologies and Applications - 7th International Conference, 2016

Community-based delurking in social networks.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Multi-relational PageRank for tree structure sense ranking.
World Wide Web, 2015

Time-aware analysis and ranking of lurkers in social networks.
Soc. Netw. Anal. Min., 2015

Metacluster-based Projective Clustering Ensembles.
Mach. Learn., 2015

Evaluation of an associative classifier based on position-constrained frequent/closed subtree mining.
J. Intell. Inf. Syst., 2015

Ordered subtree mining via transactional mapping using a structure-preserving tree database schema.
Inf. Sci., 2015

Linking Accounts across Social Networks: the Case of StackOverflow, Github and Twitter.
Proceedings of the 1st International Workshop on Knowledge Discovery on the WEB, 2015

Multilingual Document Classification via Transductive Learning.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Understanding computer usage evolution.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Knowledge-Based Representation for Transductive Multilingual Document Classification.
Proceedings of the Advances in Information Retrieval, 2015

"Got to have faith!": The DEvOTION algorithm for delurking in social networks.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
Lurking in social networks: topology-based analysis and ranking methods.
Soc. Netw. Anal. Min., 2014

The PackRec system for travel package recommendation.
Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Be Certain of How-to before Mining Uncertain Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Clustering View-Segmented Documents via Tensor Modeling.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Online popularity and topical interests through the lens of instagram.
Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Semantic-Based Multilingual Document Clustering via Tensor Modeling.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Understanding lurking behaviors in social networks across time.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Minimizing the variance of cluster mixture models for clustering uncertain objects.
Stat. Anal. Data Min., 2013

A segment-based approach to clustering multi-topic documents.
Knowl. Inf. Syst., 2013

Exploring dictionary-based semantic relatedness in labeled tree data.
Inf. Sci., 2013

Projective clustering ensembles.
Data Min. Knowl. Discov., 2013

MMVar: Clustering Uncertain Objects via Minimization of the Variance of Cluster Mixture Models.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

A Versatile Graph-Based Approach to Package Recommendation.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

A Tensor-based Clustering Approach for Multiple Document Classifications.
Proceedings of the ICPRAM 2013, 2013

Ranking Vicarious Learners in Research Collaboration Networks.
Proceedings of the Digital Libraries: Social Media and Community Networks, 2013

"Who's out there?": identifying and ranking lurkers in social networks.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Document Clustering: The Next Frontier.
Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012
Uncertain Centroid based Partitional Clustering of Uncertain Data.
Proc. VLDB Endow., 2012

A time series approach for clustering mass spectrometry data.
J. Comput. Sci., 2012

Evaluating PageRank methods for structural sense ranking in labeled tree data.
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

Topic Modeling for Segment-based Documents.
Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Multiobjective optimization of co-clustering ensembles.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
A Fuzzy Logic Approach to Wrapping PDF Documents.
IEEE Trans. Knowl. Data Eng., 2011

Report on INEX 2010.
SIGIR Forum, 2011

Schema-based Web wrapping.
Knowl. Inf. Syst., 2011

Collaborative clustering of XML documents.
J. Comput. Syst. Sci., 2011

Advancing data clustering via projective clustering ensembles.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

A Statistical Model for Topically Segmented Documents.
Proceedings of the Discovery Science - 14th International Conference, 2011

XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
Semantic clustering of XML documents.
ACM Trans. Inf. Syst., 2010

Clustering XML Documents: a Distributed Collaborative Approach (Extended Abstract).
Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Overview of the INEX 2010 XML Mining Track: Clustering and Classification of XML Documents.
Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

Enhancing Single-Objective Projective Clustering Ensembles.
Proceedings of the ICDM 2010, 2010

2009
A time series representation model for accurate and fast similarity detection.
Pattern Recognit., 2009

MaSDA: A system for analyzing mass spectrometry data.
Comput. Methods Programs Biomed., 2009

Information-Theoretic Hierarchical Clustering of Uncertain Data.
Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Diversity-Based Weighting Schemes for Clustering Ensembles.
Proceedings of the SIAM International Conference on Data Mining, 2009

Topic-Based Hard Clustering of Documents Using Generative Models.
Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Low-voltage electricity customer profiling based on load data clustering.
Proceedings of the International Database Engineering and Applications Symposium (IDEAS 2009), 2009

Word Sense Disambiguation for XML Structure Feature Generation.
Proceedings of the Semantic Web: Research and Applications, 2009

Hierarchical clustering of microarray data with probe-level uncertainty.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

2008
Mining categories for emails via clustering and pattern discovery.
J. Intell. Inf. Syst., 2008

Clustering Uncertain Data Via K-Medoids.
Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

Extracting Structural Semantic Features for XML Data.
Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

A wrapper generation system for PDF documents.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

A Hierarchical Algorithm for Clustering Uncertain Data via an Information-Theoretic Approach.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

MSPtool: A Versatile Tool for Mass Spectrometry Data Preprocessing.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007
Accurate and Fast Similarity Detection in Time Series.
Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, 2007

A Time Series Based Approach for Classifying Mass Spectrometry Data.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
Information and knowledge extraction from semistructured text sources.
PhD thesis, 2006

SemXClust: A System for Semantic XML Clustering.
Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

Toward Semantic XML Clustering.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Effective and efficient similarity search in time series.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Wrapping PDF Documents Exploiting Uncertain Knowledge.
Proceedings of the Advanced Information Systems Engineering, 18th International Conference, 2006

2005
Mining User Preferences, Page Content and Usage to Personalize Website Navigation.
World Wide Web, 2005

A Mobile-Aware System for Website Personalization.
Proceedings of the Advances in Web-Age Information Management, 2005

Wrapping PDF Documents: A Preliminary Study.
Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005

Learning Robust Web Wrappers.
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

2004
Combining linear programming and clustering techniques for the classification of research centers.
AI Commun., 2004

Web wrapper induction: a brief survey.
AI Commun., 2004

Clustering Transactional XML Data with Semantically-Enriched Content and Structural Features.
Proceedings of the Web Information Systems, 2004

A System Supporting Website Navigation.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Clustering of XML Documents by Structure based on Tree Matching and Merging.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

A Tree-Based Approach to Clustering XML Documents by Structure.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Non-Invasive Support for Personalized Navigation of Websites.
Proceedings of the 8th International Database Engineering and Applications Symposium (IDEAS 2004), 2004

Mining Scientific Results Through the Combined Use of Clustering and Linear Programming Techniques.
Proceedings of the ICEIS 2004, 2004

Schema-Based Web Wrapping.
Proceedings of the Conceptual Modeling, 2004

2003
Mining Scientific Results to Measure the Efficiency of Research Centers.
Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

2002
A Framework for Adaptive Mail Classification.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002


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