This research originated from the need to transform unstructured internship assignment descriptions from the OnStage dataset into structured insights that support a better understanding of SME challenges in the Zeeland region. The objective was to contribute to the desired future situation in which the …

In de gezondheidszorg zijn datasets van klinische onderzoeken vaak hoogdimensionaal en hebben ze een kleine steekproefomvang, wat het risico op overfitting vergroot. Bovendien richt onderzoek in deze context zich doorgaans niet alleen op de nauwkeurigheid van de resulterende modellen, maar ook op de …

Reinforcement learning offers a promising approach for personalized, early-stage detection of behavioral events such as agitation in individuals with dementia, particularly when contextual insights from care staff are integrated. Given the scarcity and the ethical constraints of real-world agitation …

As the use of digital and open educational resources becomes more prominent in higher education, lecturers are increasingly expected to curate resources in pedagogically meaningful and contextually relevant ways. However, little is known about how this is done in practice. Through interviews with twenty-three …

Before finalizing the design plans for the Seawater Reverse Osmosis (SWRO) plant in Jubail, Saudi Arabia, requested by IDOM’s client, a flood risk analysis of the site is required. Within this flood risk analysis, the impacts on the SWRO site will be simulated during a rainfall event with a return period …

BACKGROUND: Advanced interventions to enhance the mental health literacy (MHL) of educational professionals are now available, though their effectiveness varies, likely due to contextual differences. To adapt these interventions for use in other countries, a systematic and tailored approach is required …

The goal of this study was to expand knowledge on the longitudinal relationships between motor skill competence, physical activity, perceived motor competence, health-related fitness, and weight status and its age dependency in children between 6 and 11 years old. Participants were Dutch primary school …

Repurpose is becoming more popular as a circularity strategy. This circularity strategy is specifically promising in the case of furniture. One of the challenges of upscaling repurpose is the negative consumer perception of repurposed products. Studies up to date pertain to consumer perception of refurbished …

This research report investigates three different measuring methods of bed level heigh on tidal flats. A background on the dynamics of tidal flats, the importance and the reason for doing research into their geomorphology and dynamics was done next set up. Next to this, detailed explanations about the …

The catalytic oxidation of potato starch by [MnIV2 (μ-O)3(tmtacn)2][H2O](CH3COO)2 (Mncat, with tmtacn =1,4,7-trimethyl-1,4,7-triazacyclononane) with H2O2, was recently introduced as a promising alternative to ubiquitous sodium hypochlorite (NaOCl). Here, we report an in-depth investigation into interactions …