The VUB Data Analytics Laboratory develops and adapts data-analytical tools and algorithms from fields such as machine learning and artificial intelligence which fully account for the operational setting in which the resulting analytical model or decision support system will be deployed and operated. For instance, domain expertise and business requirements with respect to the application at hand need to be acknowledged, so as to optimally ...
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 ...
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 ...
The research of this unit focuses on the development of new statistical methods and techniques for data science with special attention on computational statistics, data visualisation, the development of fast algorithms and software, and the investigation of the theoretical properties of the newly developed methods.