6 citations · 6 across the 2 of their papers we have counts for
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cs.IT2025
Entropic Analysis of Time Series through Kernel Density Estimation
Audun Myers, Bill Kay, Iliana Alvarez +5
This work presents a novel framework for time series analysis using entropic measures based on the kernel density estimate (KDE) of the time series' Takens' embeddings. Using this…
cs.IT2023★ 6 cited
Permutation Entropy for Signal Analysis
Bill Kay, Audun Myers, Thad Boydston +4
Shannon Entropy is the preeminent tool for measuring the level of uncertainty (and conversely, information content) in a random variable. In the field of communications, entropy ca…