Projects
Investigating pine mortality management prescriptions in Flanders Research Institute for Nature and Forest
In 2018, we noticed candle wax-like resin efflorescence on trunks of Scots pine in Ophovenderheide (Oudsbergen) and in Rijckevelde (Bruges). Dutch colleagues also saw similar phenomena in the Netherlands-Germany border region. After analysis, it turned out to be a ...
A Theory of Refugee Camps: non-ideal conditions and normative prescriptions. KU Leuven
The Obligation to Report: The Relationship between Article 3 and 4 of VELM and the Prescriptions of Canon 1548 §2 KU Leuven
For the past few decades, the Roman Catholic Church has experienced the excruciating pain of the sexual scandals of abuse of minors and vulnerable adults by clerics. The situation has caused considerable damage, particularly to the priesthood and its hierarchy. From 2001 to date, the Church has tried to restore justice and repair scandal by enacting new legislation to protect the aforementioned individuals and by promulgating new norms, for ...
After Care: a descriptive, evaluative and prescriptive analysis of the security culture in organizations, with a specific focus on insider threat University of Antwerp
Predictive and Prescriptive Process Modeling using Machine Learning and AI KU Leuven
This project envisions to introduce a new take on process analytics by introducing a deep learning-based approach to forecast process models which simultaneously supports the discovery of process models from data, i.e., to understand how the process behaved in the past, and the prediction of process models, i.e., to understand how the process will behave in the future. Currently, both activities are treated separately, although they are ...
From descriptive to prescriptive process analysis for career management of employees KU Leuven
Over the past decade, the development and application of advanced data analytics and artificial intelligence has boomed within the industry. In human resource management, the application of these technologies appears to be lagging and forms an exception to a general trend towards the application of a data-driven and fact-based policy. The gap between human resources and data scientists often proves difficult to bridge due to limited ...
Descriptive to prescriptive process mining analytics: The employee journey KU Leuven
NOVEL SUSTAINABILITY-DRIVEN IOT PRESCRIPTIVE ANALYTICS FOR IMPROVING IRRIGATION PRACTICES IN FRUIT TREES KU Leuven
In this project, we specifically aim at developing a new kind of IoT data analytics whose main concern is sustainability. We focus the definition of sustainable agricultural practices as those that minimize the quantity of water used for irrigation and maximize the quantity and quality of the final agricultural production. Our sustainability-driven IoT data analytics will give advice on the quantity of irrigated water that provides the most ...
Novel Sustainability-Driven IoT Prescriptive Analytics for Improving Irrigation Practices in Fruit Trees KU Leuven
The Internet of Things (IoT) and data analytics are disruptive technologies that can contribute to the sustainable development goals defined by the United Nations in 2015, e.g., by improving water-use efficiency and maximize agricultural production. However, the combination of these technologies is still very limited in agriculture. In this project, we develop innovative sustainability-driven IoT prescriptive analytics techniques that can ...