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05/19/2023
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set
The measurement of progress using benchmarks evaluations is ubiquitous i...
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04/12/2023
Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series
Time series classification (TSC) is a challenging task due to the divers...
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01/24/2023
Parameterizing the cost function of Dynamic Time Warping with application to time series classification
Dynamic Time Warping (DTW) is a popular time series distance measure tha...
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11/26/2021
Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic Time Warping
Dynamic Time Warping (DTW), and its constrained (CDTW) and weighted (WDT...
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02/10/2021
Early Abandoning and Pruning for Elastic Distances
Elastic distances are key tools for time series analysis. Straightforwar...
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10/11/2020
Early Abandoning PrunedDTW and its application to similarity search
The Dynamic Time Warping ("DTW") distance is widely used in time series ...
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03/02/2020