Andrea Tagarelli

Inf. Sci., 2021

2020

ANGEL: A Synthetic Model for Airline Network Generation Emphasizing Layers.

[BibT_eX]

[DOI]

Marzena Fügenschuh

Ralucca Gera

IEEE Trans. Netw. Sci. Eng., 2020

Modularity in Multilayer Networks Using Redundancy-Based Resolution and Projection-Based Inter-Layer Coupling.

[BibT_eX]

[DOI]

Giuseppe Mangioni

IEEE Trans. Netw. Sci. Eng., 2020

Multilayer network simplification: Approaches, models and methods.

[BibT_eX]

[DOI]

Comput. Sci. Rev., 2020

Cores matter? An analysis of graph decomposition effects on influence maximization problems.

[BibT_eX]

[DOI]

Francesco Bonchi

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.

[BibT_eX]

[DOI]

Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

In and Out: Optimizing Overall Interaction in Probabilistic Graphs under Clustering Constraints.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Data Mining: Clustering.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

SIGWEB Newsl., 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Community Detection in Multiplex Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Complex influence propagation based on trust-aware dynamic linear threshold models.

[BibT_eX]

[DOI]

Appl. Netw. Sci., 2019

Generalized Preference Learning for Trust Network Inference.

[BibT_eX]

[DOI]

IEEE Access, 2019

Tutorial: Are You My Neighbor?: Bringing Order to Neighbor Computing Problems.

[BibT_eX]

[DOI]

David C. Anastasiu

Huzefa Rangwala

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.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 22nd International Conference, 2019

Deep Auscultation: Predicting Respiratory Anomalies and Diseases via Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Dynamic consensus community detection and combinatorial multi-armed bandit.

[BibT_eX]

[DOI]

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Identifying Users With Alternate Behaviors of Lurking and Active Participation in Multilayer Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2018

Learning to lurker rank: an evaluation of learning-to-rank methods for lurking behavior analysis.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2018

Trust-Based Dynamic Linear Threshold Models for Non-competitive and Competitive Influence Propagation.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference On Trust, 2018

Ethics-aware Data Governance (Vision Paper).

[BibT_eX]

[DOI]

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

Consensus Community Detection in Multilayer Networks Using Parameter-Free Graph Pruning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Learning to Rank Social Bots.

[BibT_eX]

[DOI]

Proceedings of the 29th on Hypertext and Social Media, 2018

2017

An information-theoretic approach to hierarchical clustering of uncertain data.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Ensemble-based community detection in multilayer networks.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2017

Local community detection in multilayer networks.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Exploring lurking behaviors in online social networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017

An Evaluation of Learning-to-Rank Methods for Lurking Behavior Analysis.

[BibT_eX]

[DOI]

Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Controversy-Aware Hybrid Trust Inference in Online Social Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Social Informatics, 2017

A cloud based framework for Emergency Management: experiences in Calabria Region.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Chiara Pulice

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

The Projective Clustering Ensemble Problem for Advanced Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Revisiting Resolution and Inter-Layer Coupling Factors in Modularity for Multilayer Networks.

[BibT_eX]

[DOI]

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].

[BibT_eX]

[DOI]

SIGKDD Explor., 2016

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

[BibT_eX]

[DOI]

SIGIR Forum, 2016

Controversy in Trust Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Network Science, 2016

MultiLingMine 2016: Modeling, Learning and Mining for Cross/Multilinguality.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2016

Modeling Evolutionary Dynamics of Lurking in Social Networks.

[BibT_eX]

[DOI]

Marco Alberto Javarone

Proceedings of the Complex Networks VII, 2016

Handling Uncertainty in Clustering Art-Exhibition Visiting Styles.

[BibT_eX]

[DOI]

Proceedings of the Big Data Technologies and Applications - 7th International Conference, 2016

Community-based delurking in social networks.

[BibT_eX]

[DOI]

Chiara Pulice

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.

[BibT_eX]

[DOI]

World Wide Web, 2015

Time-aware analysis and ranking of lurkers in social networks.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2015

Metacluster-based Projective Clustering Ensembles.

[BibT_eX]

[DOI]

Mach. Learn., 2015

Evaluation of an associative classifier based on position-constrained frequent/closed subtree mining.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2015

Ordered subtree mining via transactional mapping using a structure-preserving tree database schema.

[BibT_eX]

[DOI]

Fedja Hadzic

Michael Hecker

Inf. Sci., 2015

Linking Accounts across Social Networks: the Case of StackOverflow, Github and Twitter.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Knowledge Discovery on the WEB, 2015

Multilingual Document Classification via Transductive Learning.

[BibT_eX]

[DOI]

Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Understanding computer usage evolution.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Knowledge-Based Representation for Transductive Multilingual Document Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2015

"Got to have faith!": The DEvOTION algorithm for delurking in social networks.

[BibT_eX]

[DOI]

Chiara Pulice

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.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2014

The PackRec system for travel package recommendation.

[BibT_eX]

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

Be Certain of How-to before Mining Uncertain Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Clustering View-Segmented Documents via Tensor Modeling.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Online popularity and topical interests through the lens of instagram.

[BibT_eX]

[DOI]

Emilio Ferrara

Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Semantic-Based Multilingual Document Clustering via Tensor Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Understanding lurking behaviors in social networks across time.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2013

A segment-based approach to clustering multi-topic documents.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

Exploring dictionary-based semantic relatedness in labeled tree data.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Projective clustering ensembles.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2013

MMVar: Clustering Uncertain Objects via Minimization of the Variance of Cluster Mixture Models.

[BibT_eX]

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

A Versatile Graph-Based Approach to Package Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

A Tensor-based Clustering Approach for Multiple Document Classifications.

[BibT_eX]

Proceedings of the ICPRAM 2013, 2013

Ranking Vicarious Learners in Research Collaboration Networks.

[BibT_eX]

[DOI]

Proceedings of the Digital Libraries: Social Media and Community Networks, 2013

"Who's out there?": identifying and ranking lurkers in social networks.

[BibT_eX]

[DOI]

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

Document Clustering: The Next Frontier.

[BibT_eX]

David C. Anastasiu

Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012

Uncertain Centroid based Partitional Clustering of Uncertain Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

A time series approach for clustering mass spectrometry data.

[BibT_eX]

[DOI]

J. Comput. Sci., 2012

Evaluating PageRank methods for structural sense ranking in labeled tree data.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics, 2012

Topic Modeling for Segment-based Documents.

[BibT_eX]

[DOI]

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

Multiobjective optimization of co-clustering ensembles.

[BibT_eX]

[DOI]

A. K. M. Khaled Ahsan Talukder

Sean Luke

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

A Fuzzy Logic Approach to Wrapping PDF Documents.

[BibT_eX]

[DOI]

Elio Masciari

IEEE Trans. Knowl. Data Eng., 2011

Report on INEX 2010.

[BibT_eX]

[DOI]

SIGIR Forum, 2011

Schema-based Web wrapping.

[BibT_eX]

[DOI]

Bettina Fazzinga

Knowl. Inf. Syst., 2011

Collaborative clustering of XML documents.

[BibT_eX]

[DOI]

J. Comput. Syst. Sci., 2011

Advancing data clustering via projective clustering ensembles.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

A Statistical Model for Topically Segmented Documents.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 14th International Conference, 2011

XML Document Clustering Using Structure-Preserving Flat Representation of XML Content and Structure.

[BibT_eX]

[DOI]

Fedja Hadzic

Michael Hecker

Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010

Semantic clustering of XML documents.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2010

Clustering XML Documents: a Distributed Collaborative Approach (Extended Abstract).

[BibT_eX]

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.

[BibT_eX]

[DOI]

Christopher M. De Vries

Proceedings of the Comparative Evaluation of Focused Retrieval, 2010

Enhancing Single-Objective Projective Clustering Ensembles.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

2009

A time series representation model for accurate and fast similarity detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

MaSDA: A system for analyzing mass spectrometry data.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2009

Information-Theoretic Hierarchical Clustering of Uncertain Data.

[BibT_eX]

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

Diversity-Based Weighting Schemes for Clustering Ensembles.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

Topic-Based Hard Clustering of Documents Using Generative Models.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Low-voltage electricity customer profiling based on load data clustering.

[BibT_eX]

[DOI]

Proceedings of the International Database Engineering and Applications Symposium (IDEAS 2009), 2009

Word Sense Disambiguation for XML Structure Feature Generation.

[BibT_eX]

[DOI]

Mario Longo

Proceedings of the Semantic Web: Research and Applications, 2009

Hierarchical clustering of microarray data with probe-level uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

2008

Mining categories for emails via clustering and pattern discovery.

[BibT_eX]

[DOI]

Giuseppe Manco

Elio Masciari

J. Intell. Inf. Syst., 2008

Clustering Uncertain Data Via K-Medoids.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

Extracting Structural Semantic Features for XML Data.

[BibT_eX]

Mario Longo

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

A wrapper generation system for PDF documents.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

A Hierarchical Algorithm for Clustering Uncertain Data via an Information-Theoretic Approach.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

MSPtool: A Versatile Tool for Mass Spectrometry Data Preprocessing.

[BibT_eX]

[DOI]

Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007

Accurate and Fast Similarity Detection in Time Series.

[BibT_eX]

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

A Time Series Based Approach for Classifying Mass Spectrometry Data.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006

SemXClust: A System for Semantic XML Clustering.

[BibT_eX]

Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

Toward Semantic XML Clustering.

[BibT_eX]

[DOI]

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Effective and efficient similarity search in time series.

[BibT_eX]

[DOI]

Massimiliano Ruffolo

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Wrapping PDF Documents Exploiting Uncertain Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Systems Engineering, 18th International Conference, 2006

2005

Mining User Preferences, Page Content and Usage to Personalize Website Navigation.

[BibT_eX]

[DOI]

World Wide Web, 2005

A Mobile-Aware System for Website Personalization.

[BibT_eX]

[DOI]

Alessandra Scicchitano

Ester Zumpano

Proceedings of the Advances in Web-Age Information Management, 2005

Wrapping PDF Documents: A Preliminary Study.

[BibT_eX]

Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005

Learning Robust Web Wrappers.

[BibT_eX]

[DOI]

Bettina Fazzinga

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.

[BibT_eX]

[DOI]

Irina Trubitsyna

AI Commun., 2004

Web wrapper induction: a brief survey.

[BibT_eX]

[DOI]

AI Commun., 2004

Clustering Transactional XML Data with Semantically-Enriched Content and Structural Features.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems, 2004

A System Supporting Website Navigation.

[BibT_eX]

Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Clustering of XML Documents by Structure based on Tree Matching and Merging.

[BibT_eX]

Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

A Tree-Based Approach to Clustering XML Documents by Structure.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Non-Invasive Support for Personalized Navigation of Websites.

[BibT_eX]

[DOI]

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.

[BibT_eX]

Irina Trubitsyna

Proceedings of the ICEIS 2004, 2004

Schema-Based Web Wrapping.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 2004

2003

Mining Scientific Results to Measure the Efficiency of Research Centers.

[BibT_eX]

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

2002

A Framework for Adaptive Mail Classification.

[BibT_eX]

[DOI]

Giuseppe Manco

Elio Masciari