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 …

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 …

The Digital Product Passport (DPP) is emerging as a key solution in enhancing product transparency, sustainability, and traceability. A DPP serves as a digital record containing vital information about a product's lifecycle. As regulations tighten on sustainability and product circularity, the digital …

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 …

This study presents a methodology designed to optimize various parameters of each access point within a Multiple-Input Single-Output (MISO) Visible Light Communication (VLC) system. The primary objective is to enhance both power and spectral efficiencies. A MISO-VLC model is presented based on experimental …

The process of making adaptive and responsive wearables on the scale of the body hasoften been a process where designers use off-the-shelf parts or hand-crafted electronics to fabricategarments. However, recent research has shown the importance of emergence in the process of making.Second Skins is a …

This paper shows an overview of design practices of the XR-lab at the Amsterdam University of Applied Sciences, The Netherlands. Over the course of six years, interdisciplinary teams of students have delivered 55+ prototypes in virtual, augmented, and mixed reality for a variety of 40+ clients. As human-computer …

In this work, the concept of an Artificial Intelligence-based (AI) Digital Twin (DT) of an aircraft system is introduced, with the goal to improve the corresponding MRO Operations. More specifically, the current study aims to obtaining knowledge on the optimal placement of sensors in an ideal Power Electronics …

For this thesis, an immersive 2D painting experience was developed that uses an intuitive interface with trackable painting equipment in Virtual Reality. For the immersion, the standard HTC Vive Controllers needed to be replaced with painting equipment. Through the use of desk research, interviewing …

Background: There is increasing interest in the role that technology can play in improving the vitality of knowledge workers. A promising and widely adopted strategy to attain this goal is to reduce sedentary behavior (SB) and increase physical activity (PA). In this paper, we review the state-of-the-art …