Moreover, they can only provide the state of each whole window that slides along data series. To deal with these problems, a novel sliding window principal component analysis-improved polynomial ...

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Start your journey into machine learning with EEG time-series data in this easy-to-follow Python project. Perfect for beginners looking to explore brain signal analysis! #MachineLearning #EEG # ...

This paper introduces SAWE (Signature Aggregated Window Embedding), an advanced methodology for unsupervised time series segment clustering. Central to our approach is the use of path signature ...