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 …

The Amazon Basin contains some of the most biodiverse tropical forests on Earth, yet floodplain forests, despite their ecological importance, remain understudied at fine spatial scales. Rapid anthropogenic disturbances such as illegal gold mining, selective logging, and forest clearing in the Madre de …

The widespread adoption of generative agents (GAs) is reshaping the healthcare landscape. Nonetheless, broad utilization is impeded by restricted access to high-quality, interoperable clinical documentation from electronic health records (EHRs) due to persistent legal, ethical, and technical barriers. …

BranchOut explores how tree forks—usually treated as waste—can become valuable construction elements by leveraging their strong, continuous wood grain. Because their irregular shapes don’t fit standard building and CNC processes, the project developed new methods for harvesting, drying, and preparing …

This thesis explores how the problem of players wanting to test out and practice the mechanics they were taught in the tutorial can be solved. The objective of this research was to discover how AI can be used to increase user engagement in this Naval Warfare game, resulting in more interest in Thales …

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 …

Analyzing historical decision-related data can help support actual operational decision-making processes. Decision mining can be employed for such analysis. This paper proposes the Decision Discovery Framework (DDF) designed to develop, adapt, or select a decision discovery algorithm by outlining specific …

This study investigates key drivers that contribute to the degradation of Dyploknema butyraceae (Chiuri) inside two neighboring community forests in the Chitwan district of Nepal. The research focusses on how anthropogenic and ecological factors, such as land use practices, socio-eco-nomic changes, management …

This thesis focuses on optimising the emptying process of water storage facilities in urban areas, and was conducted during my graduate internship at Waterfeit Adviseurs. The study is based on the need to improve the efficiency of the system, as current systems frequently lead to floods and ineffective …