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"Kanskje du kunne bli maler?" – Fem personer med nedsatt syn forteller om sine erfaringer som arbeidssøkere og arbeidstakere
(Report at the Norwegian Computing Center;1056, Research report, 2022)I denne studien har vi samlet erfaringer som fem personer med synsnedsettelse (svaksynte og blinde) har gjort som arbeidssøkere og senere arbeidstakere. I tillegg er representanter fra deres arbeidsgivere intervjuet. Målet ... -
"Kanskje du kunne bli maler?" – Fem personer med nedsatt syn forteller om sine erfaringer som arbeidssøkere og arbeidstakere
(Report at the Norwegian Computing Center, Research report, 2022)I denne studien har vi samlet erfaringer som fem personer med synsnedsettelse (svaksynte og blinde) har gjort som arbeidssøkere og senere arbeidstakere. I tillegg er representanter fra deres arbeidsgivere intervjuet. Målet ... -
The Kernelized Taylor Diagram
(Journal article; Peer reviewed, 2022)This paper presents the kernelized Taylor diagram, a graphical framework for visualizing similarities between data populations. The kernelized Taylor diagram builds on the widely used Taylor diagram, which is used to ... -
Large-Scale Vegetation Height Mapping from Sentinel Data Using Deep Learning
(Chapter, 2020)The deep learning revolution in computer vision has enabled a potential for creating new value chains for Earth observation that significantly enhances the analysis of satellite data for tasks like land cover mapping, ... -
Learning latent representations of bank customers with the Variational Autoencoder
(Journal article; Peer reviewed, 2020)Learning data representations that reflect the customers’ creditworthiness can improve marketing campaigns, customer relationship management, data and process management or the credit risk assessment in retail banks. In ... -
Lenking og kobling i Historisk befolkningsregister
(Peer reviewed; Journal article, 2020)Historisk befolkningsregister, HBR, er et register over den norske befolkningen fra 1801 frem til Det sentrale folkeregisteret fra 1964. Det lages ved å lenke sammen personforekomster av samme person i folketellinger og ... -
Leveraging tensor kernels to reduce objective function mismatch in deep clustering
(Journal article; Peer reviewed, 2024)Objective Function Mismatch (OFM) occurs when the optimization of one objective has a negative impact on the optimization of another objective. In this work we study OFM in deep clustering, and find that the popular ... -
The Link between Inclusive Design and Innovation: Some Key Elements
(Chapter, 2013)It is often said that universal design and similar approaches can be a source of innovation. In this paper key elements in inclusive design are identified, and examples of innovations related to inclusive design are ... -
A logic based event controller for means-end reasoning in simulation environments
(Journal article, 2023)Simulation games are designed to cultivate expertise and rehearse particular skill sets. In order to yield longitudinal effects, sequences of events must be crafted to yield intended learning outcomes, sometimes by focusing ... -
Lusebeitingsadferd hos rognkjeks
(Research report, 2020) -
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 ... -
A mammography classification model trained from image labels only
(Journal article; Peer reviewed, 2022) -
MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data
(Journal article; Peer reviewed, 2024)We introduce MCCE: Monte Carlo sampling of valid and realistic Counterfactual Explanations for tabular data, a novel counterfactual explanation method that generates on-manifold, actionable and valid counterfactuals by ... -
Method development for mapping kelp using drones and satellite images: Results from the KELPMAP-Vega project
(NIVA-rapport;, Research report, 2024)The KELPMAP study demonstrated that high-resolution multispectral data from drones and satellites, combined with AI-based image analysis, can efficiently map kelp forests and other coastal habitats. The field campaign, ... -
Mixing up contrastive learning: Self-supervised representation learning for time series
(Journal article; Peer reviewed, 2022) -
Mixing up contrastive learning: Self-supervised representation learning for time series
(Journal article; Peer reviewed, 2022) -
Mobile Sensing in Substance Use Research: A Scoping Review
(Peer reviewed; Journal article, 2020) -
Modeling dyslexic students' motivation for enhanced learning in E-learning systems
(Journal article; Peer reviewed, 2020)E-Learning systems can support real-time monitoring of learners’ learning desires and effects, thus offering opportunities for enhanced personalized learning. Recognition of the determinants of dyslexic users’ motivation ... -
Modeling geographic vaccination strategies for COVID-19 in Norway
(Journal article; Peer reviewed, 2024-01-31)Vaccination was a key intervention in controlling the COVID-19 pandemic globally. In early 2021, Norway faced significant regional variations in COVID-19 incidence and prevalence, with large differences in population ...