A sequence is a collection of data instances arranged in an structured manner. When thisarrangement is held in the time domain, sequences are instead referred to as time …
A sequence is a collection of data instances arranged in a structured manner. When this arrangement is held in the time domain, sequences are instead referred to as time series. As …
This paper presents SimilarityTS, a toolkit for the evaluation of similarity for multivariate time series. This software enables the comparison and assessment of the similarity between time …
S Spiegel, S Albayrak - KDIR. SciTePress Digital Library, 2012 - scitepress.org
Although there has been substantial progress in time series analysis in recent years, time series distance measures still remain a topic of interest with a lot of potential for …
This paper contributes multivariate versions of seven commonly used elastic similarity and distance measures for time series data analytics. Elastic similarity and distance measures …
D Krukovets - International Conference on Intelligent Information …, 2020 - ibn.idsi.md
Paper presents a suite of the model that finds similarity in dynamics between time series and groups them by this property; and an artificial data generator that builds those time series …
R Giusti, GE Batista - 2013 Brazilian Conference on Intelligent …, 2013 - ieeexplore.ieee.org
Distance and dissimilarity functions are of undoubted importance to Time Series Data Mining. There are literally hundreds of methods proposed in the literature that rely on a …
S Ahmed, P Charlotte, P François - 2023 - dlib.phenikaa-uni.edu.vn
This paper contributes multivariate versions of seven commonly used elastic similarity and distance measures for time series data analytics. Elastic similarity and distance measures …
S Hao, Z Wang, J Yuan - Intelligent Data Analysis, 2023 - content.iospress.com
The key problem of time series classification is the similarity measure between time series. In recent years, efficient and accurate similarity measurement methods of time series have …