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Ramblings of a rogue Mathematician

Poster: FOM Veldhoven 2016

Gaussian Process Regression Models for Space Weather Prediction. Space Weather Space weather is a branch of space physics and aeronomy concerned with the time varying conditions within the Solar System, including the solar wind, emphasizing the space surrounding the Earth, including conditions in the magnetosphere, ionosphere and thermosphere. Space weather is distinct from the terrestrial weather of the Earth’s atmosphere (troposphere and stratosphere). Source: Wikipedia Geomagnetic Activity Indices Space Weather exhibits complex non-linear dynamics due...

Masters Thesis: ESAT, KU Leuven

Fixed Size Least Squares Support Vector Machines: A Scala based programming framework for Large Scale Classification Abstract We propose FS-Scala, a flexible and modular Scala based implementation of the Fixed Size Least Squares Support Vector Machine (FS-LSSVM) for large data sets. The framework consists of a set of modules for (gradient and gradient free) optimization, model representation, kernel functions and evaluation of FS-LSSVM models. A kernel based Fixed-Size Least Squares Support Vector Machine (FS-LSSVM) model...