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NUMERICAL APPROXIMATION AND NUMERICAL LINEAR ALGEBRA GROUP (A. Bultheel): * Fast and stable algorithms to solve many problems in mathematics connected to continued fractions, orthogonal functions, rational approximation & interpolation, etc. with applications in signal processing, linear systems, etc.. * Numerical solution of recurrence relations with continued fractions. * Fast and stable algorithms to solve structured linear systems of ...

NUMERICAL APPROXIMATION AND NUMERICAL LINEAR ALGEBRA GROUP (A. Bultheel): * Fast and stable algorithms to solve many problems in mathematics connected to continued fractions, orthogonal functions, rational approximation & interpolation, etc. with applications in signal processing, linear systems, etc.. * Numerical solution of recurrence relations with continued fractions. * Fast and stable algorithms to solve structured linear systems of ...

Research topics of this unit are:

• linear and multilinear algebra
• tensor-based signal processing and data mining
• numerical tensor algorithms
• higher-order statistics
• independent components analysis and blind source separation
• harmonic analysis
• factor analysis
• identification
• blind identification and equalization.

The Department of Computer Science consists of five units. Four of these are spread across eight locations in Flanders, with the focal point in Leuven at the Arenberg Campus: Distributed and Secure Software (DistriNet), Declarative Languages and Artificial Intelligence (DTAI), Human-Computer Interaction (HCI), and Numerical Analysis and Applied Mathematics (NUMA). The fifth unit is located at the Kulak Kortrijk Campus ...