MiniRocket
PulseAugur coverage of MiniRocket — every cluster mentioning MiniRocket across labs, papers, and developer communities, ranked by signal.
2 day(s) with sentiment data
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New paper audits statistical confidence in time-series classification
A new paper published on arXiv addresses the statistical confidence issues in time-series classification, particularly when using sliding-window approaches. The research highlights that evaluating classifiers on thousan…
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New framework improves time series classification with class-specific dimension selection
Researchers have developed a new framework for Multivariate Time Series Classification (MTSC) that focuses on class-wise dimension selection. This method independently identifies informative dimensions for each class, l…
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SelF-Rocket achieves state-of-the-art accuracy in time series classification
Researchers have developed SelF-Rocket, a novel method for time series classification that builds upon the MiniRocket framework. This new approach dynamically selects optimal input representations and pooling operators …