dm.cs.tu-dortmund.de/en/mlbits/outlier-local-lof-variants/
LOF Variants – Lecture Notes
k\textup{NN}(o)} d(o,p)^2}\) , then similar to Simplified-LOF
normalization of scores to a probability \([0;1]\) , assuming a normal distribution of scores
Connectivity-based Outlier Factor [ TCFC02 ]
build a [...] Estimation Outlier Score [ ScZiKr14 ]
LOF uses a very simple density estimate (with potential division by 0 etc.)
best practise in statistics is to use Kernel Density Estimation (KDE)
Local Density Factor [ LaLaPo07 …