This thesis explores the relationship between influence and memorization of training data in deep learning models. Influence metrics aim to quantify the impact of individual training examples on model predictions, while memorization scores assess how much specific data points are retained by the model. Understanding the connection between these two concepts is important for both interpretability and ...

Background: In Norway, there are estimated to be 250,000 people with type 2 diabetes. According to Folkehelseinstituttet, there are around 14,000 to 18,000 new diagnoses of type 2 diabetes every year in Norway. Type 2 diabetes is considered to be a lifestyle disease, and there are steps someone with type 2 diabetes can take to manage their condition, like changing their diet and exercise. Mobile ...

Denne masteroppgaven undersøker hvordan samhandling mellom politiet, brann- og redningsvesenet og ambulansetjenesten i Tromsø kommune påvirker organisasjons-læringsprosessen på tvers. Oppgaven kartlegger hvilke læringsarenaer og samhandlingsformer som preger samarbeide, hvordan læringsprosessene fungerer, og hvilke forhold som påvirker disse. Studien bygger på et kvalitativt forskningsdesign med ...

This thesis focuses on the structural optimization of sandwich panels used in mobile container shelters, particularly the one that TAM AS produces, which is the TAM Brakka mini-3.5m. The main goal is to optimize the shelter’s structural design to achieve the best possible strength-to-weight ratio, which means to reduce weight and improve the stiffness of the floor, roof, and wall panels without ...

Alongside the rapid development of deep learning, image recognition has achieved significant advances, with particularly promise within the supervised learning paradigm. While current models demonstrate strong predictive performance on benchmark datasets, deep neural networks often lack robustness, exhibiting unpredictable failures in operation. Challenges such as out-of-distribution data from unseen ...

Avhandlingen tar for seg skillet mellom arbeidstakers og arbeidsgivers oppsigelse. Hovedproblemstillingen er i hvilke tilfeller en oppsigelse fra arbeidstaker reelt sett skal anses å være en oppsigelse fra arbeidsgiver, slik at kravene til saklig grunnlag og saksbehandling som gjelder for oppsigelser fra arbeidsgivers side kommer til anvendelse.

Foraminifera are shell-bearing microorganisms that are commonly found in marine deposits on the seabed. They are important indicators in many analyses, are used in climate change research, monitoring marine environments, evolutionary studies, and are also frequently used in the oil and gas industry. Although some research has focused on automating the classification of foraminifera images, few have ...

Cationic antimicrobial peptides (cAMPs) kill bacteria in solution by membrane lysis; however, translating cAMPs into a covalently attached antibacterial coating is challenging since it remains unclear how the specifics of the conjugation impact the antifouling efficacy. Furthermore, studies have typically assessed cAMP coatings with a high and homogeneous surface coverage, although this may be ...

With the increasing frequency of wildfires due to climate change, early and accurate fire detection systems are critical to minimizing damage and ensuring public safety. This thesis explores the feasibility of deploying a real-time fire detection system on a resource-constrained Micro Controller Unit (MCU) integrated into power line monitoring units. In collaboration with AVJU, a Norwegian power ...

Nasjonal trusselvurdering 2025 konstaterer at det er en økt bekymring rundt hvordan bruken av informasjons- og kommunikasjonsteknologi påvirker det sikkerhetspolitiske trusselbildet (PST, 2025). Det digitale skiftet har gitt opphav til et eget domene nemlig, cyberspace, hvor både samfunnsnyttige og skadelige aktiviteter finner sted. Cyberspace må derfor ikke bare forstås som teknologisk infrastruktur, ...