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Multivariate Multiscale Cosine Similarity Entropy
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022Hongjian Xiao +2 more
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Multiscale entropy in a 10-minute vigilance task
International Journal of PsychophysiologyResearch has shown multiscale entropy, brain signal behavior across time scales, to reliably increase at lower time scales with time-on-task fatigue. However, multiscale entropy has not been examined in short vigilance tasks (i.e., ≤ 10 min). Addressing this gap, we examine multiscale entropy during a 10-minute Psychomotor Vigilance Test (PVT).
L Jack, Rhodes +2 more
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Multiscale Entropy Analysis of Artifactual EEG Recordings
2011Electroencephalographic (EEG) recordings are employed in order to investigate the brain activity in neuropathological subjects, but unfortunately EEG are often contaminated by artifacts, signals that have no-cerebral origin and therefore distort the EEG analysis.
Domenico Labate +3 more
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Multiscale entropy rates: A study on different stochastic processes
Digital Signal ProcessingIn this paper, we propose to analyze the behavior of the entropy rate (ER) when applied to a signal and its coarse-grained versions. The “multiscale entropy rate” (MSER) is deduced by storing in a vector the resulting ERs. Our contribution consists in studying the MSER calculated on different stochastic processes.
Éric Grivel +2 more
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Multiscale Fuzzy Entropy-Based Feature Selection
IEEE Transactions on Fuzzy Systems, 2023Zhihong Wang 0001 +4 more
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Multiscale Entropy Rate: A Variant of the Multiscale Entropy
2024 32nd European Signal Processing Conference (EUSIPCO)Eric J. Grivel +2 more
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Bearing Fault Detection and Recognition Methodology Based on Weighted Multiscale Entropy Approach
Mechanical Systems and Signal Processing, 2021Navin Kumar, Sukhjeet Singh, Navin Kumar
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Multiscale Diversity Entropy: A Novel Dynamical Measure for Fault Diagnosis of Rotating Machinery
IEEE Transactions on Industrial Informatics, 2021Xianzhi Wang, Shubin Si, Yongbo Li
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Analysis of Complex Time Series Using Refined Composite Multiscale Entropy
Physics Letters, Section A: General, Atomic and Solid State Physics, 2014Kung-Yen Lee +2 more
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