Projects
Dynamic causal modelling of preparatory cortical activity and its relation to the theory of predictive coding. KU Leuven
SHASIZE: a predictive tool based on statistical shape modeling for accurate clothing size prediction. University of Antwerp
Sparse predictive modeling techniques with applications in insurance pricing and mortality forecasting KU Leuven
The insurance sector relies heavily on data for a variety of their operational processes such as product pricing, marketing and estimating future expenses. As today's society generates data more rapidly than ever before, the demand for new algorithms, able to infer meaningful information from this data, is rising. A modern issue in insurance is that data sets not only contain a lot of observations, but also many variables of different types. ...
Using the prior predictive in modeling cognition. KU Leuven
Using the prior predictive in modeling cognition. KU Leuven
Transforming Landscapes of Southwest Anatolia: Modeling Social and Environmental Change from the Middle to Late Holocene Using Predictive Land-use and Cropland Reconstructions KU Leuven
The suitability of landscapes to accommodate various human subsistence strategies is dynamic, and the result of complex interactions between natural and human factors that are difficult to reconstruct from palaeoenvironmental data alone. The long-term multidisciplinary nature of datasets common to archaeological research, though, can provide unique insights into landscape change over time. In particular, the material record can help to ...
Predictive modeling of spatiotemporal phenomena in Geographic Information Systems using Machine Learning Ghent University
The growing wealth of data on spatiotemporal phenomena allows for new modeling approaches in Geographical
Information Science. In this context, this doctoral mandate will examine the usefulness of machine learning techniques --U+2010 a data--U+2010driven approach for predictive modeling. The usefull techniques for this challenge will be identified, ported to the GIS--U+2010framework and tested using data from a mass--U+2010event. ...
Population balance modelling for the prediction of microcapsule quality resulting from fluidized bed coating Ghent University
In this project, a population balance model, combined with models describing heat and mass transfer, will be developed in order to simulate the quality of coated food powders (ingredients and additives) produced by means of luidized bed coating. By means of this model. The fluidised bed coating process will be optimised with respect to energy and coating efficiency and with respect to coating quality.