Projects
Methodologies and Data mining techniques for the analysis of Big Data based on Longitudinal Population and Epidemiological Registers KU Leuven
European societies face rapid social changes, challenges and benefits, which can be studied with traditional tools of analysis, but with serious limitations. This rapid transformation covers changes in family forms, fertility, the decline of mortality and increase of longevity, and periods of economic and social instability. Owing to population ageing across Europe, countries are now experiencing the impact of these rapid changes on the ...
Deciphering hidden inheritance patterns using advanced data mining techniques on high throughput genomic data. University of Antwerp
Deciphering hidden inheritance patterns using frequent itemset mining techniques on high throughput genomic data. University of Antwerp
Early detection of Diabetes trough advanced data mining techniques. KU Leuven
Diabetes mellitus is a metabolic disorder characterized by chronic hyperglycemia, which may cause serious harm to many of the body's systems. Diabetes is a deadly pandemic which presents a significant burden on healthcare systems worldwide, and will continue to do so as its global prevalence rises rapidly (particularly type 2 diabetes). In developed countries, the rising prevalence is primarily driven by population aging, lifestyle changes ...
Profiling (sub)clonal architecture and phylogeny in tumors by novel techniques for whole-genome sequence data mining and single-cell genome sequencing. KU Leuven
Predictive data mining: new techniques and applications. KU Leuven
Novel Process Mining Techniques for Discovering IoT-enhanced Business Processes KU Leuven
Business processes (BPs) are chains of events, activities, and
decisions, that are performed in a coordinated manner within an
organizational and technical environment and ultimately add value to
the organization and its customers. Process mining is a data science
approach that aims at automatically discovering, monitoring and
improving real BPs (e.g. an order to cash process, a fault to
resolution process, etc.) ...