Esther Galbrun
University Lecturer
School of Computing, Faculty of Science, Forestry and Technology
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
6 items-
Patterns of Competitive Exclusion in the Mammalian Fossil Record
Galbrun, Esther; Hermansen, Jo Skeie; Žliobaitė, Indrė. Teoksessa: Casanovas-Vilar, Isaac; van den Hoek Ostende, Lars W; Janis, Christine M; Saarinen, Juha(toim.) , 2023. Evolution of Cenozoic Land Mammal Faunas and Ecosystems: 25 Years of the NOW Database of Fossil Mammals. s. 131-141. Springer -
Serenade: An Approach for Differentially Private Greedy Redescription Mining
Karjalainen, Maiju; Galbrun, Esther; Miettinen, Pauli. Teoksessa: Goethals, Bart; Robardet, Céline; Siebes, Arno (toim.) , 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). s. 31-46. CEUR -
The minimum description length principle for pattern mining: a survey
Galbrun, Esther. 2022. Data mining and knowledge discovery. 36: 1679-1727 -
Discovering Useful Compact Sets of Sequential Rules in a Long Sequence
Bourrand, Erwan; Galarraga, Luis; Galbrun, Esther; Fromont, Elisa; Termier, Alexandre. Teoksessa: -(toim.) , 2021. Proceedings: 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI). s. 1295-1299. IEEE -
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 -
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