Academic journal articles

Chan, Yat Hin; Rø, Gunnar; Midtbø, Jørgen E.; Di Ruscio, Francesco; Watle, Sara Sofie Viksmoen; Juvet, Lene Kristine; Littmann, Jasper; Aavitsland, Preben; Nygård, Karin Maria; Berg, Are Stuwitz; Bukholm, Geir; Kristoffersen, Anja Bråthen; Engø-Monsen, Kenth; Engebretsen, Solveig; Swanson, David Michael; Diz-Lois Palomares, Alfonso; Lindstrøm, Jonas Christoffer; Frigessi, Arnoldo; De Blasio, Birgitte Freiesleben. Modeling geographic vaccination strategies for COVID-19 in Norway. PLoS Computational Biology (ISSN 1553-734X). 20(1) doi: 10.1371/journal.pcbi.1011426. 2024.

Fall, Johanna Jennifer Elisabeth; Gjøsæter, Harald; Tvete, Ingunn Fride; Aldrin, Magne Tommy. Classification of acoustic survey data: A comparison between seven teams of experts. Fisheries Research (ISSN 0165-7836). 274 doi: 10.1016/j.fishres.2024.107005. 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.

Olsen, Lars Henry Berge; Glad, Ingrid Kristine; Jullum, Martin; Aas, Kjersti. A comparative study of methods for estimating model-agnostic Shapley value explanations. Data mining and knowledge discovery (ISSN 1384-5810). doi: 10.1007/s10618-024-01016-z. 2024. Institutional archive 

Redelmeier, Annabelle Alice; Jullum, Martin; Aas, Kjersti; Løland, Anders. MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data. Data mining and knowledge discovery (ISSN 1384-5810). doi: 10.1007/s10618-024-01017-y. 2024.

Scheuerer, Michael; Bahaga, Titike Kassa; Segele, Z.T.; Thorarinsdottir, Thordis Linda. Probabilistic rainy season onset prediction over the greater horn of africa based on long-range multi-model ensemble forecasts. Climate Dynamics (ISSN 0930-7575). doi: 10.1007/s00382-023-07085-y. 2024.

Stige, Leif Christian; Huseby, Ragnar Bang; Helgesen, Kari Marie Olli; Aldrin, Magne Tommy; Qviller, Lars. Consequences of reduced effectiveness of salmon lice treatments for lice control. Preventive Veterinary Medicine (ISSN 0167-5877). 224 doi: 10.1016/j.prevetmed.2024.106134. 2024.

Academic lectures

Aas, Kjersti. Explainable AI: Global explanations. Konferanse, 48th Winter Conference in Statistics; Hemavan, 11.03.2024 - 14.03.2024.

Aas, Kjersti. Explainable AI: Shapley values. Konferanse, 48th Winter Conference in Statistics; Hemavan, 11.03.2024 - 14.03.2024.

Aas, Kjersti. Explainable AI: Counterfactual Explanations. Konferanse, 48th Winter Conference in Statistics; Hemavan, 11.03.2024 - 14.03.2024.

Scientific lectures

Aas, Kjersti. Prediksjon av kundeavgang. Seminar, Seminar; Oslo, 23.01.2024.

Aas, Kjersti. Kredittscoring, forklarbar AI og syntetiske data. Seminar, Forum for risikostyring i SpareBank 1-gruppen; Oslo, 24.01.2024.

Haug, Ola; Kolstø, Johannes Voll; Heinrich-Mertsching, Claudio. Risikomodell for vannskader på bygninger knyttet til styrtregn. Konferanse, #Klimaomstilling 2024; Sogndal, 23.04.2024 - 24.04.2024.

Haug, Ola; Kolstø, Johannes Voll; Heinrich-Mertsching, Claudio. Risikomodell for styrtregnskader - prediksjoner knyttet til ekstremværhendelser i august 2023. Arrangement, Samling for Gjensidige Skade (intern); Akershus Festning Høymagasinet, 12.04.2024.

Løland, Anders. Understanding and using statistics when covering scientific research. Gjesteforelesning, Science and the media; Oslo, 25.01.2024.

Løland, Anders. Kunstig intelligens og personvern: et (u)lykkelig ekteskap? Seminar, Personverndagen 2024; Oslo rådhus, 30.01.2024.

Scheuerer, Michael. Decadal inflow projections for catchments in Brazil. Arrangement, CuttingEdgeAI: Weather Forecasting with AI; Domus Bibliotheca, 29.02.2024.

Scheuerer, Michael. Decadal inflow projections for catchments in Brazil. Arrangement, Seminar series in statistics and data science; Erling Sverdrups plass, Niels Henrik Abels hus, 13.02.2024.

Scheuerer, Michael; Byermoen, Emilie. Decadal inflow projections for catchments in Brazil. Arrangement, R&D-seminar at Statkraft; Lilleakerveien 6, 0283 Oslo, 07.02.2024.

Reports

Aase, Frida Svendal; Aldrin, Magne Tommy. Time between lice treatments in salmonid farms. Norsk Regnesentral, . NR-notat SAMBA/05/24. pp 15. 2024.

Løland, Anders; Engebretsen, Solveig. Beregning av pantegrad og innsamlingsgrad for 2023. Norsk Regnesentral, . NR-notat SAMBA/03/24. pp 73. 2024.

Løland, Anders; Engebretsen, Solveig. Estimation of DRS collection rate by unit and total collection rate by unit for 2023. Norsk Regnesentral, . NR-notat SAMBA/04/24. pp 73. 2024.

Feature articles

Løland, Anders. Er føderert læring en trojansk personvernhest? Digi.no. 27.03.2024.

Programme management

Løland, Anders; Olsen, Lars Henry Berge. Fra BigInsight til Alan Turing-instituttet: En forklaring av forklaringer. 2024.