32 citations · 39 across the 7 of their papers we have counts for
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cs.LG2022★ 4 cited
CoMadOut -- A Robust Outlier Detection Algorithm based on CoMAD
Andreas Lohrer, Daniyal Kazempour, Maximilian Hünemörder +1
Unsupervised learning methods are well established in the area of anomaly detection and achieve state of the art performances on outlier datasets. Outliers play a significant role,…
cs.LG2022★ 1 cited
Enhancing cluster analysis via topological manifold learning
Moritz Herrmann, Daniyal Kazempour, Fabian Scheipl +1
We discuss topological aspects of cluster analysis and show that inferring the topological structure of a dataset before clustering it can considerably enhance cluster detection: t…