Francesco Gullo

Mach. Learn., September, 2024

Finding Subgraphs with Maximum Total Density and Limited Overlap in Weighted Hypergraphs.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, May, 2024

ACM International Conference on Information and Knowledge Management October 21-25, 2024 at Boise, Idaho (USA).

[BibT_eX]

[DOI]

SIGWEB Newsl., 2024

ReliK: A Reliability Measure for Knowledge Graph Embeddings.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

The NEMO co-pilot.

[BibT_eX]

[DOI]

Stefania Costantini

Pierangelo Dell'Acqua

Giovanni De Gasperis

Andrea Rafanelli

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

NEMO - A Neural, Emotional Architecture for Human-AI Teaming.

[BibT_eX]

[DOI]

Stefania Costantini

Pierangelo Dell'Acqua

Giovanni De Gasperis

Andrea Rafanelli

Proceedings of the 39th Italian Conference on Computational Logic, 2024

2023

Temporal SIR-GN: Efficient and Effective Structural Representation Learning for Temporal Graphs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

A combinatorial multi-armed bandit approach to correlation clustering.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2023

2022

Correlation Clustering

[BibT_eX]

[DOI]

David García-Soriano

Synthesis Lectures on Data Mining and Knowledge Discovery, Springer, ISBN: 978-3-031-79210-6, 2022

Correlation Clustering: from Local to Global Constraints.

[BibT_eX]

[DOI]

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

When Correlation Clustering Meets Fairness Constraints.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science - 25th International Conference, 2022

2021

Advancing Receivable Financing via a Network-Based Approach.

[BibT_eX]

[DOI]

Ilaria Bordino

Giacomo Legnaro

IEEE Trans. Netw. Sci. Eng., 2021

Span-core Decomposition for Temporal Networks: Algorithms and Applications.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

GarNLP: A Natural Language Processing Pipeline for Garnishment Documents.

[BibT_eX]

[DOI]

Inf. Syst. Frontiers, 2021

Correlation Clustering with Global Weight Bounds.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020

Core Decomposition in Multilayer Networks: Theory, Algorithms, and Applications.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

The Power of Connection: Leveraging Network Analysis to Advance Receivable Financing.

[BibT_eX]

[DOI]

Ilaria Bordino

Giacomo Legnaro

CoRR, 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

Improving News Personalization Through Search Logs.

[BibT_eX]

[DOI]

Xiao Bai

Berkant Barla Cambazoglu

Amin Mantrach

Fabrizio Silvestri

Proceedings of the Bias and Social Aspects in Search and Recommendation, 2020

2019

The importance of unexpectedness: Discovering buzzing stories in anomalous temporal graphs.

[BibT_eX]

[DOI]

Web Intell., 2019

2018

Core Decomposition of Massive, Information-Rich Graphs.

[BibT_eX]

[DOI]

Andreas Kaltenbrunner

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Conditional Reliability in Uncertain Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Mining (maximal) Span-cores from Temporal Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Network-based Receivable Financing.

[BibT_eX]

[DOI]

Ilaria Bordino

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Probabilistic Causal Analysis of Social Influence.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

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

[BibT_eX]

[DOI]

Inf. Sci., 2017

Exploiting search history of users for news personalization.

[BibT_eX]

[DOI]

Xiao Bai

Berkant Barla Cambazoglu

Amin Mantrach

Fabrizio Silvestri

Inf. Sci., 2017

Ensemble-based community detection in multilayer networks.

[BibT_eX]

[DOI]

Alessia Amelio

Data Min. Knowl. Discov., 2017

HERMEVENT: a news collection for emerging-event detection.

[BibT_eX]

[DOI]

Cristiano Di Crescenzo

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

The Projective Clustering Ensemble Problem for Advanced Data Clustering.

[BibT_eX]

[DOI]

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

To Be Connected, or Not to Be Connected: That is the Minimum Inefficiency Subgraph Problem.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Core Decomposition and Densest Subgraph in Multilayer Networks.

[BibT_eX]

[DOI]

Edoardo Galimberti

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

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

[BibT_eX]

[DOI]

SIGKDD Explor., 2016

Identifying Buzzing Stories via Anomalous Temporal Subgraph Discovery.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Hermes: A Distributed-Messaging Tool for NLP.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Big Data, 2016

Graph-Based Breaking News Detection on Wikipedia.

[BibT_eX]

[DOI]

Andreas Kaltenbrunner

Proceedings of the Wiki, 2016

Advancing NLP via a distributed-messaging approach.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Handling Uncertainty in Clustering Art-Exhibition Visiting Styles.

[BibT_eX]

[DOI]

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

2015

Uncertain Graph Processing through Representative Instances.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2015

Chromatic Correlation Clustering.

[BibT_eX]

[DOI]

Aristides Gionis

Charalampos E. Tsourakakis

Antti Ukkonen

ACM Trans. Knowl. Discov. Data, 2015

Metacluster-based Projective Clustering Ensembles.

[BibT_eX]

[DOI]

Mach. Learn., 2015

Efficient and effective community search.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2015

The Minimum Wiener Connector.

[BibT_eX]

[DOI]

CoRR, 2015

Finding Subgraphs with Maximum Total Density and Limited Overlap.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

The Minimum Wiener Connector Problem.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Graph Query Reformulation with Diversity.

[BibT_eX]

[DOI]

Davide Mottin

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

DifRec: A Social-Diffusion-Aware Recommender System.

[BibT_eX]

[DOI]

Hossein Vahabi

Iordanis Koutsopoulos

Maria Halkidi

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Top-k Reliable Edge Colors in Uncertain Graphs.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

The pursuit of a good possible world: extracting representative instances of uncertain graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Be Certain of How-to before Mining Uncertain Data.

[BibT_eX]

[DOI]

Giovanni Ponti

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

Core decomposition of uncertain graphs.

[BibT_eX]

[DOI]

Andreas Kaltenbrunner

Yana Volkovich

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Fast Reliability Search in Uncertain Graphs.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Extending Database Technology, 2014

Distance oracles in edge-labeled graphs.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013

Minimizing the variance of cluster mixture models for clustering uncertain objects.

[BibT_eX]

[DOI]

Giovanni Ponti

Stat. Anal. Data Min., 2013

Projective clustering ensembles.

[BibT_eX]

[DOI]

Charalampos E. Tsourakakis

Data Min. Knowl. Discov., 2013

Denser than the densest subgraph: extracting optimal quasi-cliques with quality guarantees.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

A Tensor-based Clustering Approach for Multiple Document Classifications.

[BibT_eX]

Proceedings of the ICPRAM 2013, 2013

Mining Summaries of Propagations.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 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

Chromatic correlation clustering.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 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

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

2010

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

[BibT_eX]

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 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]

Sergio Greco

Proceedings of the SIAM International Conference on Data Mining, 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

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

Clustering Uncertain Data Via K-Medoids.

[BibT_eX]

[DOI]

Giovanni Ponti