Esther Galbrun

According to our database, Esther Galbrun authored at least 29 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fast Redescription Mining Using Locality-Sensitive Hashing.

Maiju Karjalainen, Esther Galbrun, Pauli Miettinen

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2022

Maximizing the Diversity of Exposure in a Social Network.

Antonis Matakos, Çigdem Aslay, Esther Galbrun, Aristides Gionis

IEEE Trans. Knowl. Data Eng., 2022

The minimum description length principle for pattern mining: a survey.

Esther Galbrun

Data Min. Knowl. Discov., 2022

Serenade: An Approach for Differentially Private Greedy Redescription Mining.

Maiju Karjalainen, Esther Galbrun, Pauli Miettinen

Proceedings of the 20th anniversary Workshop on Knowledge Discovery in Inductive Databases co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2022 (ECMLPKDD 2022), 2022

2021

Redescription mining for analyzing local limiting conditions: A case study on the biogeography of large mammals in China and southern Asia.

Esther Galbrun, Hui Tang, Anu Kaakinen, Indre Zliobaite

Ecol. Informatics, 2021

Discovering Useful Compact Sets of Sequential Rules in a Long Sequence.

Erwan Bourrand, Luis Galárraga, Esther Galbrun, Élisa Fromont, Alexandre Termier

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2018

Mining Redescriptions with Siren.

Esther Galbrun, Pauli Miettinen

ACM Trans. Knowl. Discov. Data, 2018

From sets of good redescriptions to good sets of redescriptions.

Janis Kalofolias, Esther Galbrun, Pauli Miettinen

Knowl. Inf. Syst., 2018

Mining Periodic Patterns with a MDL Criterion.

Esther Galbrun, Peggy Cellier, Nikolaj Tatti, Alexandre Termier, Bruno Crémilleux

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Définir les catégories de DBpédia avec des règles d'associations et des redescriptions.

Justine Reynaud, Esther Galbrun, Mehwish Alam, Yannick Toussaint, Amedeo Napoli

Proceedings of the Extraction et Gestion des Connaissances, 2018

2017

Redescription Mining

Esther Galbrun, Pauli Miettinen

Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-72888-9, 2017

Redescription Mining: An Overview.

Esther Galbrun, Pauli Miettinen

IEEE Intell. Informatics Bull., 2017

Finding low-tension communities.

Esther Galbrun, Behzad Golshan, Aristides Gionis, Evimaria Terzi

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

2016

Urban navigation beyond shortest route: The case of safe paths.

Esther Galbrun, Konstantinos Pelechrinis, Evimaria Terzi

Inf. Syst., 2016

Top-k overlapping densest subgraphs.

Esther Galbrun, Aristides Gionis, Nikolaj Tatti

Data Min. Knowl. Discov., 2016

Analysing Political Opinions Using Redescription Mining.

Esther Galbrun, Pauli Miettinen

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015

Association Discovery in Two-View Data.

Matthijs van Leeuwen, Esther Galbrun

IEEE Trans. Knowl. Data Eng., 2015

Mining Predictive Redescriptions with Trees.

Tetiana Zinchenko, Esther Galbrun, Pauli Miettinen

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Finding relational redescriptions.

Esther Galbrun, Angelika Kimmig

Mach. Learn., 2014

Overlapping community detection in labeled graphs.

Esther Galbrun, Aristides Gionis, Nikolaj Tatti

Data Min. Knowl. Discov., 2014

Interactive redescription mining.

Esther Galbrun, Pauli Miettinen

Proceedings of the International Conference on Management of Data, 2014

2013

Methods for Redescription Mining. (Menetelmiä jälleenkuvausten louhintaan / Méthodes pour la fouille de redescriptions).

Esther Galbrun

PhD thesis, 2013

Topical organization of user comments and application to content recommendation.

Vidit Jain, Esther Galbrun

Proceedings of the 22nd International World Wide Web Conference, 2013

2012

Patterns and Logic for Reasoning with Networks.

Angelika Kimmig, Esther Galbrun, Hannu Toivonen, Luc De Raedt

Proceedings of the Bisociative Knowledge Discovery, 2012

From black and white to full color: extending redescription mining outside the Boolean world.

Esther Galbrun, Pauli Miettinen

Stat. Anal. Data Min., 2012

Siren: an interactive tool for mining and visualizing geospatial redescriptions.

Esther Galbrun, Pauli Miettinen

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Towards Finding Relational Redescriptions.

Esther Galbrun, Angelika Kimmig

Proceedings of the Discovery Science - 15th International Conference, 2012

2011

From Black and White to Full Colour: Extending Redescription Mining Outside the Boolean World.

Esther Galbrun, Pauli Miettinen

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

2009

Large scale maximum margin regression based, structural learning approach to phrase translations.

Sándor Szedmák, Esther Galbrun, Craig Saunders, Yizhao Ni

Proceedings of the Workshop on Statistical Multilingual Analysis for Retrieval and Translation, 2009