Projects
Drawing up a methodology with the aim of obtaining comparable employment statistics at the European and international institutions in the Brussels-capital region and the implementation of it KU Leuven
The aim of this research project is to draw up a methodological framework to produce statistics on employment at the European and international institutions, in such a way that these are similar to the existing official, administrative, Belgian employment statistics. Subsequently, the goal is to realize a pilot of bottom-up data collection and to create a database. To do this, the list of institutions has to be made up to date and completed. ...
Managing the statistical part of the project 'Establishing a decision method for vaccination policy in Flanders'. University of Antwerp
Towards Declarative Statistical Inference KU Leuven
Wide-ranging digitalization has made it possible to capture increasingly larger amounts of data. In order to transform this raw data into meaningful insights, data analytics and statistical inference techniques are essential. However, while it is expected that a researcher is an expert in their own field, it is not self-evident that they are also proficient in statistics. In fact, it is known that statistical inference is a labor-intensive ...
Development and Application of Machine Learning and Statistical Methods for Chemical Drug Discovery KU Leuven
viability of new drug ligands. With the aide of Declarative Languages and
Artificial Intelligence (DTAI) and the Center for Drug Discovery Design (CD3). I will primarily apply statistical models and methods, such as Partial Least Squares, Principal Component Analysis and optimization methods like Support Vector Machines. The innovative methods I will derive and use ...