4 citations · 5 across the 3 of their papers we have counts for
3 papers
-local Graphs
Christian Beth, Pamela Fleischmann, Annika Huch +4
In 2017 Day et al. introduced the notion of locality as a structural complexity-measure for patterns in the field of pattern matching established by Angluin in 1980. In 2019 Casel…
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,…
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…