Title :
Cluster space of time series: generalized characteristics and symbolic dynamics
Author :
Ulyanov, Mikhail Vasilyevich
Author_Institution :
Bauman Moscow State Tech. Univ., Moscow, Russia
fDate :
June 30 2014-July 4 2014
Abstract :
In the article, the authors propose coordinates of the clustering space for time series. The time series are obtained using the symbolic dynamics. The coordinates are the Kolmogorov complexity of time series and the measure of diversity of symbols.
Keywords :
computational complexity; pattern clustering; time series; Kolmogorov complexity; clustering space; symbolic dynamics; time series; Complexity theory; Coordinate measuring machines; Encoding; Entropy; Time measurement; Time series analysis;
Conference_Titel :
Computer Technologies in Physical and Engineering Applications (ICCTPEA), 2014 International Conference on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4799-5315-8
DOI :
10.1109/ICCTPEA.2014.6893355
