Esther Galbrun
Senior Researcher
Faculty of Science, Forestry and Technology, School of Computing
esther.galbrun@uef.fi | +358 50 472 9297
I work on methods for exploratory analysis.
My goal is to develop tools and techniques for mining, visualization and interaction, in order to support data-centric research in various application domains.
Research groups
Publications
5 items-
Serenade: An Approach for Differentially Private Greedy Redescription Mining
Karjalainen, Maiju; Galbrun, Esther; Miettinen, Pauli. Teoksessa: Goethals, Bart; Robardet, Céline; Siebes, Arno , 2023. KDID 2022 Knowledge Discovery in Inductive Databases 2022 : 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). 3334: 31-46. CEUR A4 Conference proceedings -
The minimum description length principle for pattern mining: a survey
Galbrun, Esther. 2022. Data mining and knowledge discovery. 36: 1679-1727 A1 Journal article (refereed), original research -
Discovering Useful Compact Sets of Sequential Rules in a Long Sequence
Bourrand, Erwan; Galarraga, Luis; Galbrun, Esther; Fromont, Elisa; Termier, Alexandre. Teoksessa: -, 2021. Proceedings: 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI). : 1295-1299. IEEE A4 Conference proceedings -
Redescription mining for analyzing local limiting conditions: A case study on the biogeography of large mammals in China and southern Asia
Galbrun, Esther; Tang, Hui; Kaakinen, Anu; ´liobaite, Indre. 2021. Ecological informatics. 63: 101314 A1 Journal article (refereed), original research -
Maximizing the Diversity of Exposure in a Social Network
Matakos, Antonis; Aslay, Cigdem; Galbrun, Esther; Gionis, Aristides. 2020. IEEE transactions on knowledge and data engineering. [Epub ahead of print 17 Nov 2020]: 1-13 A1 Journal article (refereed), original research