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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 ... -
Predicting density-dependent somatic growth in Norwegian spring-spawning herring
(Journal article; Peer reviewed, 2022) -
Mixing up contrastive learning: Self-supervised representation learning for time series
(Journal article; Peer reviewed, 2022) -
Creating a Robot-Supported Education Solution for Children with Autism Spectrum Disorder
(Chapter, 2022)We introduce the ROSA project that aims to provide robot supported education in the areas of communication, language, and emotion for children with autism spectrum disorder. The background for the project is reviewed and ... -
Towards a Novel Framework for Reinforcing Cybersecurity using Digital Twins in IoT-based Healthcare Applications
(Journal article; Peer reviewed, 2022) -
Dark Pattern: A Serious Game for Learning About the Dangers of Sharing Data
(Journal article; Peer reviewed, 2022)Dark patterns refer to tricks built into websites and apps to manipulate users into acting unintentionally and detrimentally. An important issue is how such patterns might affect behaviour when actors are manoeuvred towards ... -
ROSA – prosjektet: involvering og etikk
(Lecture, 2022) -
Sluttrapport for TiTi-prosjektet – Tilgjengelige tilbakemeldinger
(Report at the Norwegian Computing Center;, Research report, 2022) -
Spørreundersøkelse om NAVs digitale tjenester og innbyggernes tilbakemeldinger
(Report at the Norwegian Computing Center;, Research report, 2022) -
DeepOtolith v1.0: An Open-Source AI Platform for Automating Fish Age Reading from Otolith or Scale Images
(Journal article; Peer reviewed, 2022) -
groupShapley: Efficient prediction explanation with Shapley values for feature groups
(NR-notat;, Research report, 2021) -
Phishing, Data-Disclosure and The Cognitive Reflection Test
(Journal article; Peer reviewed, 2022) -
Evaluation of echosounder data preparation strategies for modern machine learning models
(Journal article; Peer reviewed, 2022) -
Anbefalinger fra TiTi-prosjektet (Leveransene L3.2, L4.3, L5.2 og L5.3)
(NR-notat;, Research report, 2022) -
The development of accessibility feedback mechanisms: Related research (TiTi Project, Deliverable L2.1.1)
(NR-notat;, Research report, 2022) -
TiTi-prosjektet: Sluttrapportering
(NR-notat;, Research report, 2022) -
Er jeg gammel nok til å bruke høreapparat? – Tolv personer med nedsatt hørsel forteller om sine erfaringer med teknologi
(Report at the Norwegian Computing Center;, Research report, 2022) -
"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 ...