38 citations · 41 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 38 cited
Expert enhanced dynamic time warping based anomaly detection
Matej Kloska, Gabriela Grmanova, Viera Rozinajova
Dynamic time warping (DTW) is a well-known algorithm for time series elastic dissimilarity measure. Its ability to deal with non-linear time distortions makes it helpful in variety…
cs.LG2022★ 3 cited
Towards Symbolic Time Series Representation Improved by Kernel Density Estimators
Matej Kloska, Viera Rozinajova
This paper deals with symbolic time series representation. It builds up on the popular mapping technique Symbolic Aggregate approXimation algorithm (SAX), which is extensively util…