16 citations · 16 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 16 cited
Prototype-based classifiers in the presence of concept drift: A modelling framework
Michael Biehl, Fthi Abadi, Christina Göpfert +1
We present a modelling framework for the investigation of prototype-based classifiers in non-stationary environments. Specifically, we study Learning Vector Quantization (LVQ) syst…
cs.LG2019
FRI -- Feature Relevance Intervals for Interpretable and Interactive Data Exploration
Lukas Pfannschmidt, Christina Göpfert, Ursula Neumann +2
Most existing feature selection methods are insufficient for analytic purposes as soon as high dimensional data or redundant sensor signals are dealt with since features can be sel…