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Martin Jullum; Annabelle Alice Redelmeier; Kjersti Aas; Efficient and simple prediction explanations with groupShapley: A practical perspective CEUR Workshop Proceedings, vol. 3014, pp. 15 , (ISSN 1613-0073 1613-0073 ), , 2021. Vitenskapelig artikkel

Shih-Ting Huang; Yannick Düren; Kristoffer Herland Hellton; Johannes Lederer; Tuning parameter calibration for personalized prediction in medicine Electronic Journal of Statistics, vol. 15, pp. 5310 5332 22 , (ISSN 1935-7524 1935-7524 ), doi: https://doi.org/10.1214/21-EJS1884 , 2021. Vitenskapelig artikkel

Utgiver Institute of Mathematical Statistics

Olav Nikolai Breivik; Casper Willestofte Berg; Anders Nielsen; Prediction–variance relation in a state-space fish stock assessment model ICES Journal of Marine Science, vol. 78, pp. 3650 3657 7 , (ISSN 1054-3139 1095-9289 ), doi: https://doi.org/10.1093/icesjms/fsab205 , 2021. Vitenskapelig artikkel

Utgiver Oxford University Press

Shawn M. Robbins; Camille Bodnar; Pierre Donatien; Rabia Mirza; Zhen Yuan Zhao; et al. The Influence of Time of Season on Injury Rates and the Epidemiology of Canadian Football Injuries Clinical Journal of Sports Medicine, vol. 31, pp. e453 e459 0 , (ISSN 1050-642X 1536-3724 ), doi: https://doi.org/10.1097/JSM.0000000000000824 , 2021. Vitenskapelig artikkel

Utgiver Lippincott Williams & Wilkins

Erik Nesvold; Tapan Mukerji; Simulation of Fluvial Patterns With GANs Trained on a Data Set of Satellite Imagery Water Resources Research, vol. 57, pp. 0 , (ISSN 0043-1397 1944-7973 ), doi: https://doi.org/10.1029/2019WR025787 , 2021. Vitenskapelig artikkel

Utgiver American Geophysical Union (AGU)

Daniel Howell; Erik Berg; Matthias Bernreuther; Bjarte Bogstad; Olav Nikolai Breivik; et al. Benchmark workshop for Barents Sea and Faroese stocks (WKBARFAR 2021) ICES Scientific Reports, vol. 3, (ISSN 2618-1371 ), doi: https://doi.org/10.17895/ices.pub.7920 , 2021. Vitenskapelig artikkel

Ivar Herfindal; Sondre Aanes; Rasmus Benestad; Anders Gravbrøt Finstad; Are Salthaug; et al. Spatiotemporal variation in climatic conditions across ecosystems Climate Research (CR), vol. 86, pp. 9 19 , (ISSN 0936-577X 1616-1572 ), doi: https://doi.org/10.3354/cr01641 , 2021. Vitenskapelig artikkel

Sophie Smout; Kimberly Murray; Geert Aarts; Martin Biuw; Sophie Brasseur; et al. Report of the NAMMCO-ICES Workshop on Seal Modelling (WKSEALS 2020) NAMMCO scientific publications, vol. 12, (ISSN 1560-2206 2309-2491 ), doi: https://doi.org/10.7557/3.5794 , 2021. Vitenskapelig artikkel

Kjersti Aas; Thomas Nagler; Martin Jullum; Anders Løland; Explaining predictive models using Shapley values and non-parametric vine copulas Dependence Modeling, vol. 9, pp. 62 81 , (ISSN 2300-2298 2300-2298 ), doi: https://doi.org/10.1515/demo-2021-0103 , 2021. Vitenskapelig artikkel

Utgiver Walter de Gruyter (De Gruyter)

Fabio Divino; Denekew Bitew Belay; Nico Keilman; Arnoldo Frigessi; Spatial modelling of Lexis mortality data Spatial Statistics, (ISSN 2211-6753 2211-6753 ), doi: https://doi.org/10.1016/j.spasta.2021.100532 , 2021. Vitenskapelig artikkel

Utgiver Elsevier

Aliaksandr Hubin; Geir Storvik; Florian Frommlet; Flexible Bayesian Nonlinear Model Configuration The journal of artificial intelligence research, vol. 72, pp. 901 942 41 , (ISSN 1076-9757 1943-5037 ), doi: https://doi.org/10.1613/JAIR.1.13047 , 2021. Vitenskapelig artikkel

Rochelle P. Worsnop; Michael Scheuerer; Francesca Di Giuseppe; Christopher Barnard; Thomas M. Hamill; et al. Probabilistic fire danger forecasting: A framework for week-two forecasts using statistical postprocessing techniques and the global ECMWF fire forecast system (GEFF) Weather and forecasting, vol. 36, pp. 2113 2125 12 , (ISSN 0882-8156 1520-0434 ), doi: https://doi.org/10.1175/WAF-D-21-0075.1 , 2021. Vitenskapelig artikkel

Till Halbach; Trenton Schulz; Wolfgang Leister; Ivar Solheim; Robot-Enhanced Language Learning for Children in Norwegian Day-Care Centers Multimodal Technologies and Interaction, vol. 5, pp. 25 , (ISSN 2414-4088 2414-4088 ), doi: https://doi.org/10.3390/mti5120074 , 2021. Vitenskapelig artikkel

Utgiver MDPI

Jonas Christoffer Lindstrøm; Solveig Engebretsen; Anja Bråthen Kristoffersen; Gunnar Øyvind Isaksson Rø; Alfonso Diz-Lois Palomares; et al. Increased transmissibility of the alpha SARS-CoV-2 variant: evidence from contact tracing data in Oslo, January to February 2021 Infectious Diseases, vol. 54, pp. 72 77 , (ISSN 2374-4235 2374-4243 ), doi: https://doi.org/10.1080/23744235.2021.1977382 , 2021. Vitenskapelig artikkel

Utgiver Taylor & Francis

Ivar Rummelhoff; Eladio Gutiérrez; Thor O. Kristoffersen; Ole Liabø; Bjarte Mayanja Østvold; et al. An Abstract Machine Approach to Preserving Digital Information IEEE Access, vol. 9, pp. 154914 154932 , (ISSN 2169-3536 2169-3536 ), doi: https://doi.org/10.1109/ACCESS.2021.3128382 , 2021. Vitenskapelig artikkel

Utgiver Institute of Electrical and Electronics Engineers (IEEE)

Till Halbach; Trenton Schulz; Wolfgang Leister; Ivar Solheim; Robot-Enhanced Language Learning for Children in Norwegian Day-Care Centers Multimodal Technologies and Interaction, (ISSN 2414-4088 2414-4088 ), doi: https://doi.org/10.3390/mti5120074 , 2021. Vitenskapelig artikkel

Utgiver MDPI

Qifen Yuan; Thordis Linda Thorarinsdottir; Stein Beldring; Wai Kwok Wong; Chong-Yu Xu; Bridging the scale gap: obtaining high-resolution stochastic simulations of gridded daily precipitation in a future climate Hydrology and Earth System Sciences, vol. 25, pp. 5259 5275 , (ISSN 1027-5606 1607-7938 ), doi: https://doi.org/10.5194/hess-25-5259-2021 , 2021. Vitenskapelig artikkel

Abdullah Lakhan; Mazhar Ali Dootio; Ali Hassan Sodhro; Sandeep Pirbhulal; Tor Morten Groenli; et al. Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things Mathematical Biosciences and Engineering, (ISSN 1547-1063 1551-0018 ), doi: https://doi.org/10.3934/mbe.2021363 , 2021. Vitenskapelig artikkel

Utgiver American Institute of Mathematical Sciences (AIMS) Press

Kjersti Aas; Martin Jullum; Anders Løland; Explaining individual predictions when features are dependent: More accurate approximations to Shapley values Artificial Intelligence, vol. 298, pp. 24 , (ISSN 0004-3702 1872-7921 ), doi: https://doi.org/10.1016/j.artint.2021.103502 , 2021. Vitenskapelig artikkel

Utgiver Elsevier

Anders Dahlen Forsmo Lauvsnes; Mette Langaas; Alexander Olsen; Jasmin Vassileva; Olav Spigset; et al. Adhd and mental health symptoms in the identification of young adults with increased risk of alcohol dependency in the general population—the hunt4 population study International Journal of Environmental Research and Public Health (IJERPH), vol. 18, pp. 1 11 10 , (ISSN 1661-7827 1660-4601 ), doi: https://doi.org/10.3390/ijerph182111601 , 2021. Vitenskapelig artikkel

Utgiver MDPI