Het artikel onderzoekt de effectiviteit van geautomatiseerde clustering in gepersonaliseerde toepassingen op basis van gegevenskenmerken. Het evalueert drie clusteringalgoritmen met verschillende aantallen clusters en subsets van kenmerken. De studie vergelijkt de nauwkeurigheid van modellen in verschillende …

This thesis explores how column placement in a semi-sunken parking garage can be optimised to enhance traffic flow, maximise parking capacity, and reliably transfer structural loads from four residential floors above. The project is based on the Sea & City development in Vlissingen, the Netherlands—a …

In het snel evoluerende domein van machine learning is het cruciaal om het meest geschikte model voor een bepaalde dataset te selecteren. Inzicht in de kenmerken van een dataset kan een aanzienlijke invloed hebben op de resultaten van voorspellende modellen, waardoor de studie van de eigenschappen van …

In this thesis, we focus on developing behaviours for socially interactive agents (SIAs). The context in which the agent is used is a self-regulated learning system for children. We focus on personalising learning objectives and interaction content within an intelligent tutoring system (ITS). We envision …

This article explores the decision-making processes in the ongoing development of an AI-supported youth mental health app. Document analysis reveals decisions taken during the grant proposal and funding phase and reflects upon reasons why AI is incorporated in innovative youth mental health care. An …

Reliability is a constraint of low-power wireless connectivity, commonly addressed by the deployment of mesh topology. Accordingly, power consumption becomes a major concern during the design and implementation of such networks. Thus, a mono-objective optimization was implemented in this work to decrease …

A modified genetic algorithm (MGA) optimization procedure, alongside time series machine learning (ML) classifiers, is proposed to minimize handovers in a digital twin-based visible light communication (VLC) system. Frequent handovers have a direct impact on the overall performance of the VLC system …

Today’s applied design researchers are where the action is. They have always operated as a catalyst of change: propelling and steering design and society into brighter futures. But now, more than ever, design researchers teamup with a broad range of stakeholders to get things done. They surround themselves …

Today’s applied design researchers are where the action is. They have always operated as a catalyst of change: propelling and steering design and society into brighter futures. But now, more than ever, design researchers teamup with a broad range of stakeholders to get things done. They surround themselves …

De energietransitie is een complexe maatschappelijke uitdaging die vraagt om up-to-date basiskennis, specifieke expertise, en om een interdisciplinaire aanpak. Het hoger beroepsonderwijs leidt nog niet de engineers op die nodig zijn om deze uitdaging aan te gaan. Om dit probleem aan te pakken, is het …