Publications

Annabelle Alice Redelmeier; Martin Jullum; Kjersti Aas; Explaining Predictive Models with Mixed Features Using Shapley Values and Conditional Inference Trees pp. 117 137 , doi: https://doi.org/10.1007/978-3-030-57321-8_7 , 2020. Scientific chapter / article / conference article

Line Eikvil; Anders U. Waldeland; Daniel Martin L Barker; Marit Holden; Ragnar Hauge; et al. Deep learning in seismic interpretations - Development and experiments 2020 2020. Report

Nikolai Sellereite; Martin Jullum; shapr: An R-package for explaining machine learning models with dependence-aware Shapley values Journal of Open Source Software (JOSS), vol. 5, (ISSN 2475-9066 2475-9066 ), doi: https://doi.org/10.21105/joss.02027 , 2020. Scientific article

Charlotte Juliette Sanchis; Per Røe; PCube+ and Focused inversion comparison tests and GUI update 2020. Report

Habtamu Abie; Svetlana Boudko; Anticipatory Adaptive Security for IoT-based Smart Grids Infrastructure and Value-added Services , 2020. Report

Vegard Berg Kvernelv; Ragnar Hauge; Jacob Skauvold; Geomodel Parameter Estimation from Process Model Analogues 2020. Report

Marie Lilleborge; Ragnar Hauge; Modelling Well Cost - A simple model of well cost based on Rushmore data 2020. Report

Ola Haug; Aspects of Climate-Induced Risk in Property Insurance pp. 259 276 , 2020. Scientific chapter / article / conference article

Øivind Due Trier; Arnt-Børre Salberg; Deteksjon av veier med Sentinel. Fjernmåling av endringer i inngrepsfri natur. 2020. Scientific lecture

Øivind Due Trier; Arnt-Børre Salberg; Deteksjon av veier i Sentinel-2 med U-Net. Fjernmåling av endringer i inngrepsfri natur. 2020. Scientific lecture

Eyvind Aker; Jeremie Thiebaud; Per Røe; Probabilistic AVO inversion of transversely isotropic medium for better characterization of North Sea Oxfordian turbidite reservoir 2020. Scientific lecture

Kristoffer Herland Hellton; Penalized angular regression for personalized predictions 2020. Scientific lecture

Hanne Therese Wist Rognebakke; Introduksjon til R – verktøy for statistisk analyse og maskinlæring 2020. Lecture popular

Hanne Therese Wist Rognebakke; June 2019 – July 2020: Validation of property value estimates – Nordea 2020. Report

Hanne Therese Wist Rognebakke; Gunnhildur Högnadóttir Steinbakk; June 2019 – May 2020: Validation of property value estimates - Houses 2020. Report

Hanne Therese Wist Rognebakke; Gunnhildur Högnadóttir Steinbakk; June 2019 – May 2020: Validation of property value estimates - Housing cooperative shares 2020. Report

Hanne Therese Wist Rognebakke; July 2019 – July 2020: Validation of property value estimates 2020. Report

Hanne Therese Wist Rognebakke; July 2019 – July 2020: Validation of property value estimates - Second home market 2020. Report

Thordis Linda Thorarinsdottir; Jana Sillmann; Marion Haugen; Nadine Gissibl; Marit Sandstad; Evaluation of CMIP5 and CMIP6 simulations of historical surface air temperature extremes using proper evaluation methods Environmental Research Letters, vol. 15, pp. 124041 , (ISSN 1748-9326 1748-9326 ), doi: https://doi.org/10.1088/1748-9326/abc778 , 2020. Scientific article

Eyvind Aker; Inversion of seismic data on Aurora - a planned CO2 storage reservoir 2020. Report