The rapid development of information and communication technology (ICT) and digitalization in the Industry 5.0 era have opened up new opportunities for reverse logistics management to become digitalized, smarter, more sustainable, and simplified by incorporating disruptive technologies, e.g., Internet-of-things (IoT), artificial intelligence (AI), big data analysis, simulation, blockchain, etc. ...

Increased traffic and interest in arctic regions necessitate measures to ensure the safety and functionality of vessels. Sea-spray icing is one of the significant hazards for small- and medium-sized vessels in polar waters. Ice cover can restrict access to essential parts of a vessel and compromise its stability. Existing deicing measures, such as heat or chemical application and manual ice removal, ...

The need for interpretable models has fostered the development of self-explainable classifiers. Prior approaches are either based on multi-stage optimization schemes, impacting the predictive performance of the model, or produce explanations that are not transparent, trustworthy or do not capture the diversity of the data. To address these shortcomings, we propose ProtoVAE, a variational autoencoder-based ...

<p><i>Background:</i> Despite Norway's high living standards and robust welfare system, a paradox exists concerning its young working-age adults - low unemployment but high and increasing uptake of health-related welfare benefits, mainly due to mental health problems. My study investigates the relationship between Norway's welfare system, young adults' reliance on health-related benefits, social ...

When comparing groups in the society, one can observed systematic differences in health. The higher the education the group has, the higher the proportion of the group’s member have good health. These differences are known as social inequality in health. Information concerning an individual’s socioeconomic status is often collected through self-administrated questionnaires within epidemiological ...

Vi starter dette kapittelet med å slå fast at det per i dag ikke finnes noen norskdidaktisk klassikertekst som handler om arbeid med samiske tema i norskfaget. I mangel på en slik tekst har vi valgt å ta utgangspunkt i et samisk ordtak som – typisk for sjangeren – har vært tradert muntlig gjennom historien som en del av kulturell forvaltning av verdier og tankesett. I ordtaket settes det å finne ...

Environmental DNA metabarcoding reveals a vast genetic diversity of marine eukaryotes. Yet, most of the metabarcoding data remain unassigned due to the paucity of reference databases. This is particularly true for the deep-sea meiofauna and eukaryotic microbiota, whose hidden diversity is largely unexplored. Here, we tackle this issue by using unique DNA signatures to classify unknown metabarcodes ...

The European Union has introduced stricter provisions for medical devices under the new Medical Device Regulation (MDR). The MDR increases requirements for clinical trial testing for many devices before they can legally be placed on the market and extends requirements for rigorous clinical surveillance of benefits and harms to the entire life cycle of devices. New “expert panels” have been established ...

<p>The field of artificial intelligence recently witnessed remarkable growth, leading to the development of complex deep learning models that perform exceptionally across various domains. However, these developments bring forth critical issues. Deep learning models are vulnerable to inheriting and potentially exacerbating biases present in their training data. Moreover, the complexity of these models ...

Natasha Merkulova and Aleksey Chupov's Captain Volkonogov Escaped offers a gripping portrayal of life in Stalin's Soviet Union. This article discusses the film's evocation of an oppressive social structure and its pertinence as a stimulus and means to comprehending and critically appraising authoritarianism in contemporary times. The film pays close attention to micro-level dynamics of intimidation, ...