Publicaties
How the integration of marine ecological data from different sources can create added value to data and science Vlaams Instituut voor de Zee
An ethico-legal framework for social data science Vrije Universiteit Brussel
This paper presents a framework for research infrastructures enabling ethically sensitive and legally compliant data science in Europe. Our goal is to describe how to design and implement an open platform for big data social science, including, in particular, personal data. To this end, we discuss a number of infrastructural, organizational and methodological principles to be developed for a concrete implementation. These include not only ...
Automating Data Science (Dagstuhl Seminar 18401) Universiteit Gent
A Roadmap for Building Data Science Capacity for Health Discovery and Innovation in Africa Universiteit Hasselt
Data Science for Migration and Mobility Vrije Universiteit Brussel
Catalysts in career transitions : academic researchers transitioning into sustainable careers in data science Universiteit Gent
Building Process-Oriented Data Science Solutions for Real-World Healthcare Universiteit Hasselt
Optimization of Performance by Combining Most Sensitive and Specific Models in Data Science Results in Majority Voting Ensemble Vrije Universiteit Brussel
Ensemble modeling is an increasingly popular data science technique that combines the knowledge of multiple base learners to enhance predictive performance. In this paper, the idea was to increase predictive performance by holding out three algorithms when testing multiple classifiers: (a) the best overall performing algorithm (based on the harmonic mean of sensitivity and specificity (HMSS) of that algorithm); (b) the most sensitive model; ...