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Bearing remaining useful life prediction based on optimized VMD and BiLSTM-CBAM. [PDF]
PLoS OneLiu W, Liu S.
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Forecast of Aging of PEMFCs Based on CEEMD-VMD and Triple Echo State Network. [PDF]
Sensors (Basel)Sun J +9 more
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Strong Interference Elimination in Seismic Data Using Multivariate Variational Mode Extraction. [PDF]
Sensors (Basel)Yu Z, Tan Y, Lv Y.
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A Tutorial on Bayesian Multi-Study Factor Analysis With Applications in Nutrition and Genomics. [PDF]
Stat MedLiang M +3 more
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Motor Imagery BCI Classification Based on Multivariate Variational Mode Decomposition [PDF]
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022 In this article, a novel computer-aided diagnosis framework is proposed for the classification of motor imagery (MI) electroencephalogram (EEG) signals. First, a multivariate variational mode decomposition (MVMD) method was employed to obtain joint modes in frequency scale across all channels.
Muhammad Tariq Sadiq +6 more
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Successive multivariate variational mode decomposition
Multidimensional Systems and Signal Processing, 2022zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Shuaishuai Liu, Kaiping Yu
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Monthly ship price forecasting based on multivariate variational mode decomposition
Engineering Applications of Artificial Intelligence, 2023Accurate and reliable ship price forecasts can assist shipping firms, investors, and other participants to withstand risks and make profits in a highly volatile shipping market. Considering the nonlinear behavior and sophisticated interrelationship of the shipping market, in this paper, a novel multiscale and multivariable methodology based on ...
Zicheng Wang +3 more
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