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Using Pattern Counts to Quantify the Difference Between a Pair of Three-Dimensional Realizations
(Journal article; Peer reviewed, 2024)When comparing different ways of modeling discrete three-dimensional realizations such as facies, it is useful to have a measure of difference (or similarity) in the geometry of these realizations.We propose a method for ... -
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features
(Journal article; Peer reviewed, 2022)Shapley values are today extensively used as a model-agnostic explanation framework to explain complex predictive machine learning models. Shapley values have desirable theoretical properties and a sound mathematical ... -
Using Social Robots to Teach Language Skills to Immigrant Children in an Oslo City District
(Peer reviewed; Journal article, 2020) -
Using stochastic simulation modelling to study occupancy levels of decentralised admission avoidance units in Norway
(Journal article; Peer reviewed, 2023)Identifying alternatives to acute hospital admission is a priority for many countries. Over 200 decentralised municipal acute units (MAUs) were established in Norway to divert low-acuity patients away from hospitals. MAUs ... -
Validation of point process predictions with proper scoring rules
(NR-notat;, Research report, 2020)We introduce a class of proper scoring rules for evaluating spatial point process forecastsbased on summary statistics. These scoring rules rely on Monte-Carlo approximation ofan expectation and can therefore easily be ... -
View it like a radiologist: Shifted windows for deep learning augmentation of CT images
(Journal article; Peer reviewed, 2023)Deep learning has the potential to revolutionize medical practice by automating and performing important tasks like detecting and delineating the size and locations of cancers in medical images. However, most deep learning ... -
A volume-conserving representation of cell faces in corner point grids
(Journal article; Peer reviewed, 2015)Corner point grids is currently the standard grid representation for use in reservoir simulation. The cell faces in corner point grids are traditionally represented as bilinear surfaces where the edges between the corner ... -
Vs30 and depth to bedrock estimates from integrating HVSR measurements and geology-slope approach in the Oslo area, Norway
(Journal article; Peer reviewed, 2023)This work shows an alternative and efficient method to estimate Vs30 values and depth to basement data. The Vs30 value is the most important attribute to characterize the soil type and subsequently account for soil type ... -
Vurdering av tiltak mot lakselus i PO3, for reduksjon av smittepress
(NR-notat;, Research report, 2021) -
Whole exome sequencing of high-risk neuroblastoma identifies novel non-synonymous variants
(Journal article; Peer reviewed, 2022)Neuroblastoma (NBL), one of the main death-causing cancers in children, is known for its remarkable genetic heterogeneity and varied patient outcome spanning from spontaneous regression to widespread disease. Specific copy ... -
Yield predictions of timothy (Phleum pratense L.) in Norway under future climate scenarios
(Journal article; Peer reviewed, 2023)The perennial forage grass timothy (Phleum pratense L.) is the most important forage crop in Norway. Future changes in the climate will affect growing conditions and hence the yield output. We used data from the Norwegian ...