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most citedA Method for Estimating the Entropy of Time Series Using Artificial Neural Networks

37 citations · 82 across the 5 of their papers we have counts for

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cs.LG2023★ 18 cited

Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation

Andrei Velichko, Maksim Belyaev, Yuriy Izotov +2

Entropy measures are effective features for time series classification problems. Traditional entropy measures, such as Shannon entropy, use probability distribution function. Howev…