Browsing Publikasjoner fra Cristin by Issue Date
Now showing items 101-120 of 288
-
Time until Need for Levodopa among New Users of Dopamine Agonists or MAO-B Inhibitors
(Journal article; Peer reviewed, 2021) -
Machine Learning + Marine Science: Critical Role of Partnerships in Norway
(Others, 2021)In this essay, we review some recent advances in developing machine learning (ML) methods for marine science applications in Norway. We focus mostly on deep learning (DL) methods and review the challenges we have faced in ... -
Bone mineral density through history: Dual-energy X-ray absorptiometry in archaeological populations of Norway.
(Journal article; Peer reviewed, 2021) -
Age-dependent patterns of spatial autocorrelation in fish populations
(Journal article; Peer reviewed, 2021) -
An Abstract Machine Approach to Preserving Digital Information
(Journal article; Peer reviewed, 2021) -
Behavioural response of farmed Atlantic salmon (Salmo salar L.) to artificial underwater lights: Wavelet analysis of acoustic telemetry data
(Journal article; Peer reviewed, 2021) -
Toward AI-Based Scenario Management for Cyber Range Training
(Chapter, 2021)There is an immediate need for a greater number of highly skilled cybersecurity personnel to meet intensified cyber attacks. We propose a cyber range exercise management architecture that employs machine reasoning to ... -
Explaining individual predictions when features are dependent: More accurate approximations to Shapley values
(Journal article; Peer reviewed, 2021)Explaining complex or seemingly simple machine learning models is an important practical problem. We want to explain individual predictions from such models by learning simple, interpretable explanations. Shapley value is ... -
groupShapley: Efficient prediction explanation with Shapley values for feature groups
(NR-notat;, Research report, 2021) -
Cost-efficient service selection and execution and blockchain-enabled serverless network for internet of medical things
(Journal article; Peer reviewed, 2021)These days, healthcare applications on the Internet of Medical Things (IoMT) network have been growing to deal with different diseases via different sensors. These healthcare sensors are connecting to the various healthcare ... -
Flexible Bayesian Nonlinear Model Configuration
(Journal article; Peer reviewed, 2021)Regression models are used in a wide range of applications providing a powerful scientific tool for researchers from different fields. Linear, or simple parametric, models are often not sufficient to describe complex ... -
Self-constructing graph neural networks to model long-range pixel dependencies for semantic segmentation of remote sensing images
(Journal article; Peer reviewed, 2021)Capturing global contextual representations in remote sensing images by exploiting long-range pixel-pixel dependencies has been shown to improve segmentation performance. However, how to do this efficiently is an open ... -
Bridging the scale gap: obtaining high-resolution stochastic simulations of gridded daily precipitation in a future climate
(Journal article; Peer reviewed, 2021)Climate change impact assessment related to floods, infrastructure networks, and water resource management applications requires realistic simulations of high-resolution gridded precipitation series under a future climate. ... -
Spatiotemporal variation in climatic conditions across ecosystems
(Journal article; Peer reviewed, 2021) -
Estimation of Thickness and Layering of Johansen and Cook Sandstones at the Potential Co2 Storage Site Aurora
(Chapter, 2021)We have estimated the reservoir sand thickness and internal layering in the Aurora area, a planned geological CO2 storage site in the northern North Sea. The results are obtained by stochastic Markov chain Monte Carlo ... -
Detection of cultural heritage in airborne laser scanning data using Faster R-CNN. Results on Norwegian data
(Chapter, 2021)A new processing chain for automated archaeological mapping from airborne lidar data is proposed. First, the lidar data was converted to a detailed digital terrain model (DTM), which was then converted to a local relief ...