Browse Source

Adds sources for possible K-Means IDS

Andreas T. Meyer-Berg 4 years ago
parent
commit
587b9ab77f
1 changed files with 20 additions and 0 deletions
  1. 20 0
      examples/eval_comparison

+ 20 - 0
examples/eval_comparison

@@ -0,0 +1,20 @@
+K-Means Clustering Approaches:
+-Y-Means Clustering: K-Means until with updated clusters, until clusters dont change, merge close clusters
+->https://dl.acm.org/citation.cfm?id=2149580
+
+-Fuzzy K-Means Clustering K-Means + Colonal optimization
+->https://ieeexplore.ieee.org/abstract/document/1527620
+
+-K-Means Clustering variation with updates
+->https://www.sciencedirect.com/science/article/pii/S0167865505003557
+
+-K-Means SOM adaptation
+->https://www.sciencedirect.com/science/article/pii/S0957417405000989
+
+-K-Means +Bayes
+->https://ieeexplore.ieee.org/abstract/document/5999520
+
+-Plain K-Means with bounds
+->http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.323.6870
+
+https://scholar.google.com/scholar?hl=de&as_sdt=0,5&q=k+means+network+anomaly+detection