Blar i Vitenskapelige tidsskriftartikler og konferanseartikler med fagfellevurdering (NVI-kategori) på tittel
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Evidence in the fog – Triage in fog computing systems
(Journal article; Peer reviewed, 2023)Fog computing promises improved service scalability and lower latency for IoT systems. The concept closes the gap between full computing capabilities at the network's edge and cloud systems' centrally located processing ... -
The evolution of a mobile payment solution network
(Journal article; Peer reviewed, 2019)Vipps is a peer-to-peer mobile payment solution launched by Norway’s largest financial services group DNB. The Vipps transaction data may be viewed as a graph with users corresponding to the nodes, and the financial ... -
Evolutionary Game for Confidentiality in IoT-Enabled Smart Grids
(Peer reviewed; Journal article, 2020) -
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 ... -
Explaining Predictive Models with Mixed Features Using Shapley Values and Conditional Inference Trees
(Chapter, 2022)It is becoming increasingly important to explain complex, black-box machine learning models. Although there is an expanding literature on this topic, Shapley values stand out as a sound method to explain predictions from ... -
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 Generic Privacy-preserving Protocol for Keystroke Dynamics-based Continuous Authentication
(Chapter, 2022)Continuous authentication utilizes automatic recognition of certain user features for seamless and passive authentication without requiring user attention. Such features can be divided into categories of physiological ... -
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)