Outliers in rules - the comparision of LOF, COF and KMEANS algorithms.

Agnieszka Nowak-Brzezinska Czeslaw Horyn

Published in: KES (2020)

Keyphrases

outlier detection
data structure
computational cost
theoretical analysis
orders of magnitude
data mining techniques
decision trees
data clustering
k means
data sets
data points
outlier removal
times faster
attribute values
computational complexity
objective function
learning algorithm