Data Science Institute Hasselt University
- scalable data management and wrangling
- domain knowledge analysis
- data modelling, machine learning and statistics
- data exploration - design innovation
The Stadius Center for Dynamical Systems, Signal Processing, and Data Analytics (STADIUS) is an academic research center, with a research focus on mathematical engineer- ing, where mathematical tools from numerical linear and multi-linear algebra, statistics and optimization are used for applications of dynamical systems and control, signal processing, data modeling and analytics. STADIUS offers recognized expertise in diverse application ...
In operations research, a challenging research area is combinatorial optimization. Next to exact methods such as branch-and-bound, branch-and-price, also approximation algorithms are studied. Assignment and scheduling problems, winner determination problems and research on client-oriented vehicle routing problems are some of the subjects under study. Further emphasis is placed on machine scheduling, resource-constrained project planning and ...
The Center for Statistics has an international reputation in statistical research (both theoretical and applied). In the domain of mathematical statistics, research is carried out in a.o. the following fields: bootstrap methods, smoothing techniques, censored data, asymptotic theory. Research in applied statistics focuses on biostatistics (longitudinal data analysis, clustered data, missing data, multivariate methods, clinical trials, ...
he department of Analytical Chemistry, Applied Chemometrics and Molecular Modelling (FABI) is part of the Pharmaceutical Institute of the Faculty of Medicine and Pharmacy of the Vrije Universiteit Brussel. It is located in building G, ground floor of the Brussels Health Campus (campus Jette (see location)) of the university.
The main research topics are situated in separation science, chemometrics and molecular modelling. ...
Research in the areas of probability, statistics, stochastic processes, information theory, coding theory, numerical mathematics. Collaboration with other sections of the university, in particular engineering, medicine, social science, psychology, actuarial studies. Some current research topics: - Simulation, Monte Carlo methods, queueing theory, networks. - Nonparametric statistics, extreme value theory, insurance math. - Statistical design ...