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Variational mode decomposition denoising combined the detrended fluctuation analysis

Signal processing, 2016-08, Vol.125, p.349-364

2016

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A novel hybrid model for air quality index forecasting based on two-phase decomposition technique and modified extreme learning machine

The Science of the total environment, 2017-02, Vol.580, p.719-733

2017

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A hybrid model for multi-step coal price forecasting using decomposition technique and deep learning algorithms

Applied energy, 2022-01, Vol.306, p.118011, Article 118011

2022

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Data-driven time-frequency analysis method based on variational mode decomposition and its application to gear fault diagnosis in variable working conditions

Mechanical systems and signal processing, 2019-02, Vol.116, p.462-479

2019

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Application of variational mode decomposition and chaotic grey wolf optimizer with support vector regression for forecasting electric loads

Knowledge-based systems, 2021-09, Vol.228, p.107297, Article 107297

2021

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Forecasting crude oil prices based on variational mode decomposition and random sparse Bayesian learning

Applied soft computing, 2021-12, Vol.113, p.108032, Article 108032

2021

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A hybrid VMD-LSTM/GRU model to predict non-stationary and irregular waves on the east coast of China

Ocean engineering, 2023-05, Vol.276, p.114136, Article 114136

2023

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Complex variational mode decomposition for signal processing applications

Mechanical systems and signal processing, 2017-03, Vol.86, p.75-85

2017

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Deep Learning Method Based on Gated Recurrent Unit and Variational Mode Decomposition for Short-Term Wind Power Interval Prediction

IEEE transaction on neural networks and learning systems, 2020-10, Vol.31 (10), p.3814-3827

2020

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Why EMD and similar decompositions are of little benefit for bearing diagnostics

Mechanical systems and signal processing, 2023-06, Vol.192, p.110207, Article 110207

2023

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Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems

Journal of hydrology (Amsterdam), 2019-03, Vol.570, p.167-184

2019

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An effective health indicator for the Pelton wheel using a Levy flight mutated genetic algorithm

Measurement science & technology, 2021-09, Vol.32 (9), p.94003

2021

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Investigation on an in-process chatter detection strategy for micro-milling titanium alloy thin-walled parts and its implementation perspectives

Mechanical systems and signal processing, 2023-01, Vol.183, p.109617, Article 109617

2023

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Novel Particle Swarm Optimization-Based Variational Mode Decomposition Method for the Fault Diagnosis of Complex Rotating Machinery

IEEE/ASME transactions on mechatronics, 2018-02, Vol.23 (1), p.68-79

2018

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A new intelligent method based on combination of VMD and ELM for short term wind power forecasting

Neurocomputing (Amsterdam), 2016-08, Vol.203, p.111-120

Abdoos, Ali Akbar

2016

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Recursive variational mode decomposition enhanced by orthogonalization algorithm for accurate structural modal identification

Mechanical systems and signal processing, 2023-08, Vol.197, p.110358, Article 110358

2023

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Cooperative Specific Emitter Identification via Multiple Distorted Receivers

IEEE transactions on information forensics and security, 2020, Vol.15, p.3791-3806

2020

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ResNet-integrated very early bolt looseness monitoring based on intrinsic feature extraction of percussion sounds

Smart materials and structures, 2023-03, Vol.32 (3), p.34002

2023

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A novel method for time series prediction based on error decomposition and nonlinear combination of forecasters

Neurocomputing (Amsterdam), 2021-02, Vol.426, p.85-103

2021

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Suppression of interference fringes in laser absorption spectroscopy using signal feature improved Variational Mode Decomposition

Sensors and actuators. B, Chemical, 2025-01, Vol.422, p.136576, Article 136576

2025

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Bearing fault diagnosis based on optimized variational mode decomposition and 1D convolutional neural networks

Measurement science & technology, 2021-10, Vol.32 (10), p.104007

2021

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Rolling bearing fault diagnosis utilizing variational mode decomposition based fractal dimension estimation method

Measurement : journal of the International Measurement Confederation, 2021-08, Vol.181, p.109614, Article 109614

2021

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A hybrid framework based on LSTM for predicting karst spring discharge using historical data

Journal of hydrology (Amsterdam), 2024-04, Vol.633, p.130946, Article 130946

2024

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Compound fault diagnosis of rotating machinery based on OVMD and a 1.5-dimension envelope spectrum

Measurement science & technology, 2016-07, Vol.27 (7), p.75002

2016

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Nonstationary significant wave height forecasting with a hybrid VMD-CNN model

Ocean engineering, 2023-10, Vol.285, p.115338, Article 115338

2023

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Variational mode decomposition denoising combined the detrended fluctuation analysis

A novel hybrid model for air quality index forecasting based on two-phase decomposition technique and modified extreme learning machine

A hybrid model for multi-step coal price forecasting using decomposition technique and deep learning algorithms

Data-driven time-frequency analysis method based on variational mode decomposition and its application to gear fault diagnosis in variable working conditions

Application of variational mode decomposition and chaotic grey wolf optimizer with support vector regression for forecasting electric loads

Forecasting crude oil prices based on variational mode decomposition and random sparse Bayesian learning

A hybrid VMD-LSTM/GRU model to predict non-stationary and irregular waves on the east coast of China

Complex variational mode decomposition for signal processing applications

Deep Learning Method Based on Gated Recurrent Unit and Variational Mode Decomposition for Short-Term Wind Power Interval Prediction

Why EMD and similar decompositions are of little benefit for bearing diagnostics

Two-phase extreme learning machines integrated with the complete ensemble empirical mode decomposition with adaptive noise algorithm for multi-scale runoff prediction problems

An effective health indicator for the Pelton wheel using a Levy flight mutated genetic algorithm

Investigation on an in-process chatter detection strategy for micro-milling titanium alloy thin-walled parts and its implementation perspectives

Novel Particle Swarm Optimization-Based Variational Mode Decomposition Method for the Fault Diagnosis of Complex Rotating Machinery

A new intelligent method based on combination of VMD and ELM for short term wind power forecasting

Recursive variational mode decomposition enhanced by orthogonalization algorithm for accurate structural modal identification

Cooperative Specific Emitter Identification via Multiple Distorted Receivers

ResNet-integrated very early bolt looseness monitoring based on intrinsic feature extraction of percussion sounds

A novel method for time series prediction based on error decomposition and nonlinear combination of forecasters

Suppression of interference fringes in laser absorption spectroscopy using signal feature improved Variational Mode Decomposition

Bearing fault diagnosis based on optimized variational mode decomposition and 1D convolutional neural networks

Rolling bearing fault diagnosis utilizing variational mode decomposition based fractal dimension estimation method

A hybrid framework based on LSTM for predicting karst spring discharge using historical data

Compound fault diagnosis of rotating machinery based on OVMD and a 1.5-dimension envelope spectrum

Nonstationary significant wave height forecasting with a hybrid VMD-CNN model

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