SAMBA

SAMBA

Statistical Analysis, Machine Learning and Image Analysis - SAMBA

The SAMBA department has comprehensive theoretical and practical knowledge in the fields of statistics, machine learning and image analysis. We are one of Europe's largest and most competent groups within applied statistics and statistical-matematical modelling. We cover a broad spectrum of methods and are a world leader in some of these areas. The appropriate choice of method for the various problems is thus one of our strengths. Many calculations involve uncertainty and the accurate calculation of this quantity is an important speciality.

Research areas


Last 5 scientific articles

    Breivik, Olav Nikolai Risdal; Zimmermann, Fabian; Johannesen, Edda; Ono, Kotaro; Fall, Johanna Jennifer Elisabeth; Howell, Daniel; Nielsen, Anders. Incorporation of observation uncertainty in stock assessment using spatio-temporal modeling of catch-at-length and age-at-length survey data. ICES Journal of Marine Science (ISSN 1054-3139). doi: 10.1093/icesjms/fsae079. 2024.

    Engebretsen, Solveig; Aldrin, Magne Tommy; Lunde, Liss; Austad, Marthe; Rafoss, Trond; Danielsen, Ole Roald; Lindhom, Andreas; Boissonnot, Lauris Jeannine Ernestine; Jansen, Peder Andreas. Condition factor tailored to lumpfish (Cyclopterus lumpus) used as cleaner fish in salmonid farms. Aquaculture (ISSN 0044-8486). doi: 10.1016/j.aqrep.2024.101996. 2024.

    Stige, Leif Christian; Jansen, Peder A; Helgesen, Kari Marie Olli. Effects of regional coordination of salmon louse control in reducing negative impacts of salmonid aquaculture on wild salmonids. International Journal for Parasitology (ISSN 0020-7519). doi: 10.1016/j.ijpara.2024.04.003. 2024.

    Hubin, Aliaksandr; Storvik, Geir Olve. Sparse Bayesian Neural Networks: Bridging Model and Parameter Uncertainty through Scalable Variational Inference. Mathematics (ISSN 2227-7390). 12(6) doi: 10.3390/math12060788. 2024.

    Lutz, Julia; Roksvåg, Thea Julie Thømt; Dyrrdal, Anita Verpe; Lussana, Cristian; Thorarinsdottir, Thordis Linda. Areal reduction factors from gridded data products. Journal of Hydrology (ISSN 0022-1694). 635 pp 1-12. doi: 10.1016/j.jhydrol.2024.131177. 2024.

Publications in 2024, 2023, 2022, 2021, 2020, earlier years