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Found 5 papers, 2 papers with code
HIVE-COTE 2.0: a new meta ensemble for time series classification
Since it was first proposed in 2016, the algorithm has remained state of the art for accuracy on the UCR time series classification archive.
The UEA multivariate time series classification archive, 2018
In 2002, the UCR time series classification archive was first released with sixteen datasets.
A Shapelet Transform for Multivariate Time Series Classification
Shapelets are phase independent subsequences designed for time series classification.
Simulated Data Experiments for Time Series Classification Part 1: Accuracy Comparison with Default Settings
We describe what results we expected from each class of algorithm and data representation, then observe whether these prior beliefs are supported by the experimental evidence.
The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Version
These algorithms have been evaluated on subsets of the 47 data sets in the University of California, Riverside time series classification archive.
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