Blar i NR vitenarkiv på dokumenttype "Peer reviewed"
Viser treff 61-80 av 170
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Explaining decisions of deep neural networks used for fish age prediction
(Peer reviewed; Journal article, 2020) -
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 ... -
eXplego: An interactive Tool that Helps you Select Appropriate XAI-methods for your Explainability Needs
(Journal article; Peer reviewed, 2023)The growing demand for transparency, interpretability, and explainability of machine learning models and AI systems has fueled the development of methods aimed at understanding the properties and behavior of such models ... -
Female skeletal health and socioeconomic status in medieval Norway (11th–16th centuries AD): Analysis of bone mineral density and stature
(Journal article; Peer reviewed, 2022) -
Flexible and consistent Flood–Duration–Frequency modeling: A Bayesian approach
(Journal article; Peer reviewed, 2023)Design flood values give estimates of flood magnitude within a given return period and are essential to making adaptive decisions around land use planning, infrastructure design, and disaster mitigation. Many hydrologic ... -
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 ... -
The FLIPPED STEP study: A randomized controlled trial of flipped vs. traditional classroom teaching in a university-level statistics and epidemiology course
(Journal article; Peer reviewed, 2022) -
Forecasting: theory and practice
(Journal article; Peer reviewed, 2022) -
Gaussian copula modeling of extreme cold and weak-wind events over Europe conditioned on winter weather regimes
(Peer reviewed; Journal article, 2023)A transition to renewable energy is needed to mitigate climate change. In Europe, this transition has been led by wind energy, which is one of the fastest growing energy sources. However, energy demand and production are ... -
The GDPR and Unstructured Data: Is Anonymisation Possible?
(Journal article; Peer reviewed, 2022)Much of the legal and technical literature on data anonymization has focused on structured data such as tables. However, unstructured data such as text documents or images are far more common, and the legal requirements ... -
Generating customer's credit behavior with deep generative models
(Journal article; Peer reviewed, 2022)Innovation is considered essential for today's organizations to survive and thrive. Researchers have also stressed the importance of leadership as a driver of followers' innovative work behavior (FIB). Yet, despite a large ... -
A geostatistical spatially varying coefficient model for mean annual runoff that incorporates process-based simulations and short records
(Journal article; Peer reviewed, 2022) -
Global blood gene expression profiles following a breast cancer diagnosis—Clinical follow-up in the NOWAC post-genome cohort
(Peer reviewed; Journal article, 2021) -
HIØF Easy Navigator: An Augmented Reality App Which Guides a User to Reach Their Destination
(Journal article; Peer reviewed, 2023)New students often have trouble finding classrooms, laboratories, libraries, or other places inside a new study place. At Østfold University Col lege (HIØF), they provide paper maps to the students to find locations inside ... -
Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-shot Learning with Hyperspherical Embeddings
(Journal article; Peer reviewed, 2023)Distance-based classification is frequently used in transductive few-shot learning (FSL). However, due to the high-dimensionality of image representations, FSL classifiers are prone to suffer from the hubness problem, where ... -
Impaired astrocytic Ca2+ signaling in awake-behaving Alzheimer’s disease transgenic mice
(Journal article; Peer reviewed, 2022) -
Increased transmissibility of the alpha SARS-CoV-2 variant: evidence from contact tracing data in Oslo, January to February 2021
(Journal article; Peer reviewed, 2021) -
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 ... -
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 ...