ABSTRACT. Multivariate Time-Series (MTS) are ubiquitous, and are gen- erated in areas as disparate as sensor recordings in aerospace.
Abstract—Multivariate Time-Series (MTS) are ubiquitous, and are generated in areas as disparate as sensor record- ings in aerospace systems, music and video ...
In this paper, we propose an efficient and flexible subsequence search framework for massive MTS databases, that, for the first time, enables querying on any ...
... Fast and Flexible Multivariate Time Series Subsequence Search. Multivariate Time-Series (MTS) are ubiquitous, and are generated in areas as disparate as ...
In this paper, we propose an efficient and flexible subsequence search framework for massive MTS databases, that, for the first time, enables querying on any ...
In this paper, we propose an efficient and flexible subsequence search framework for massive MTS databases, that, for the first time, enables querying on any ...
Oct 14, 2019 · I'm interested in sub-sequences that resemble the overall shape of the highlighted section -- that is, a sub-sequence with a sharp negative slope.
Missing: Fast Multivariate
May 23, 2017 · I sample additional sub-sequences of smaller length from my dataset in order to add redundancy in the dataset and reduce overfitting.
TSSEARCH enables fast exploratory time series data analysis and was validated in the context of human activity recognition and indoor localization. Previous ...
Mar 16, 2024 · This library aims to enhance accessibility to time series similarity assessment by providing a flexible, user-friendly tool for researchers and ...