Using Quantum Mechanics to Cluster Time Series

no code implementations • 4 May 2018 • Clark Alexander, Luke Shi, Sofya Akhmametyeva

Included in our 13 dimensions are four parameters which describe the coefficients of a cubic polynomial attached to a Gaussian picking up a general trend, four parameters picking up periodicity in a time series, two each for amplitude of a wave and period of a wave, and the final five report the "leftover" noise of the detrended and aperiodic time series.

Clustering Time Series +1