Multilevel models (MLMs) are increasingly deployed in industry across different functions. Applications usually result in binary classification within groups or hierarchies based on a set of input features. For transparent and ethical applications of such models, sound audit frameworks need to be developed. …

Large floating projects have the potential to overcome the challenge of land scarcity in urban areas and offer opportunities for energy and food production, or even for creating sustainable living environments. However, they influence the physical, chemical, biological and ecological characteristics …

The goal of this study was to develop an automated monitoring system for the detection of pigs’ bodies, heads and tails. The aim in the first part of the study was to recognize individual pigs (in lying and standing positions) in groups and their body parts (head/ears, and tail) by using machine learning …

The inclusive education debate is often framed as a choice between outmoded special schools and progressive inclusive general education schools. However, the rhetoric of ‘choice’ hides what is in reality a context of restricted resources, both in general education and in special congregated settings. …

1 Maternity services across Europe during the pandemic has undergone changes to limit virus transmission; however, many changes are not evidence-based. 2 Although these changes were introduced to keep women, babies and healthcare staff safe, the exclusion of companions and the separation of mothers and …

An emerging body of research indicates that active arts engagement can enhance older adults’ health and experienced well‐being, but scientific evidence is still fragmented. There is a research gap in understanding arts engagement grounded in a multidimensional conceptualization of the value of health …

The research concerns a currently developed project of implementing a tidal power harnessing system in the structure of Brouwersdam. The system would exploit hydraulic head difference between two water bodies and using gravity caused flow, generate electricity. As a side-effect to such system, hydraulic …

Part 2 of 4 columns on Dynamic Systems Theory. Like biological systems, psychological systems also arise from the coupling of many cyclic (oscillating) processes. For instance, over our lifespan, our bodies change and go through several attractor states. Healthy lifestyle is important, but should not …

The aim was to study the needs, opportunities and effects of citizen engagement in the urban food system transition. This addresses the issue of - ‘how’, ‘in what ways’ and ‘through what methods’ - citizens can be engaged in the developments towards a more sustainable and healthy regional food system. …

Sustainable commercial fishing, species conservation, and bycatch are contentious topics. Great emphasis has been placed on the sustainable sourcing of particular species that we buy at the store and order in restaurants, but how can we trust that the fish on our plates, from a system-wide perspective, …