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Prediction of air pollutant concentrations based on TCN-BiLSTM-DMAttention with STL decomposition

Scientific reports, 2023-03, Vol.13 (1), p.4665-4665, Article 4665

2023

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Operational modal analysis using symbolic regression for a nonlinear vibration system

Journal of low frequency noise, vibration, and active control, 2021-03, Vol.40 (1), p.120-134

2021

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Feature selection for global tropospheric ozone prediction based on the BO-XGBoost-RFE algorithm

Scientific reports, 2022-06, Vol.12 (1), p.9244-9244, Article 9244

2022

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Short-term power load forecasting based on the CEEMDAN-TCN-ESN model

PloS one, 2023-10, Vol.18 (10), p.e0284604-e0284604

2023

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Forecast and analysis of aircraft passenger satisfaction based on RF-RFE-LR model

Scientific reports, 2022-07, Vol.12 (1), p.11174-11174, Article 11174

2022

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Prediction of air quality index based on the SSA-BiLSTM-LightGBM model

Scientific reports, 2023-04, Vol.13 (1), p.5550-5550, Article 5550

2023

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Energy consumption prediction using the GRU-MMattention-LightGBM model with features of Prophet decomposition

PloS one, 2023-01, Vol.18 (1), p.e0277085-e0277085

2023

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Prediction of protein secondary structure by the improved TCN-BiLSTM-MHA model with knowledge distillation

Scientific reports, 2024-07, Vol.14 (1), p.16488-21, Article 16488

2024

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Operational modal analysis of a nonlinear oscillation system under a harmonic excitation

Proceedings of the Institution of Mechanical Engineers. Part C, Journal of mechanical engineering science, 2021-10, Vol.235 (20), p.4926-4939

2021

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A novel multi-task learning method for evaluating short-term voltage stability with incomplete PMU measurements

Complex & intelligent systems, 2024-04, Vol.10 (2), p.1971-1983

2024

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Air Pollutant Concentration Prediction Based on a CEEMDAN-FE-BiLSTM Model

Atmosphere, 2021-11, Vol.12 (11), p.1452

2021

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Prediction of PM2.5 concentration based on the CEEMDAN-RLMD-BiLSTM-LEC model

PeerJ (San Francisco, CA), 2023-08, Vol.11, p.e15931

2023

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Prediction of soil moisture using BiGRU-LSTM model with STL decomposition in Qinghai–Tibet Plateau

PeerJ (San Francisco, CA), 2023-08, Vol.11, p.e15851-e15851, Article e15851

2023

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Prediction of sea ice area based on the CEEMDAN-SO-BiLSTM model

PeerJ (San Francisco, CA), 2023-07, Vol.11, p.e15748-e15748, Article e15748

2023

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Research on modal analysis method of CNC machine tool based on operational impact excitation

International journal of advanced manufacturing technology, 2019-07, Vol.103 (1-4), p.1155-1174

2019

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Prediction of PM2.5 Concentration Based on the LSTM-TSLightGBM Variable Weight Combination Model

Atmosphere, 2021-09, Vol.12 (9), p.1211

2021

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MultiStep Ahead Forecasting for Hourly PM10 and PM2.5 Based on Two-Stage Decomposition Embedded Sample Entropy and Group Teacher Optimization Algorithm

Atmosphere, 2021-01, Vol.12 (1), p.64

2021

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Research on sentiment classification for netizens based on the BERT-BiLSTM-TextCNN model

PeerJ. Computer science, 2022-06, Vol.8, p.e1005-e1005, Article e1005

2022

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A new modal analysis method applied to changing machine tool using clustering

Advances in mechanical engineering, 2020-10, Vol.12 (10), p.168781402096832

2020

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Vibration stability analysis of cantilever structure based on symbolic regression algorithm and modal analysis method

Advances in mechanical engineering, 2021-05, Vol.13 (5), p.168781402110212

2021

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Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model

PeerJ. Computer science, 2023-03, Vol.9, p.e1280-e1280, Article e1280

2023

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New approach based on operational strain modal analysis to identify dynamical properties of the high-speed reciprocating operation mechanism

Journal of low frequency noise, vibration, and active control, 2019-12, Vol.38 (3-4), p.1345-1362

2019

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Surface roughness optimal estimation for disc parts turning using Gaussian-process-based Bayesian combined model

Proceedings of the Institution of Mechanical Engineers. Part C, Journal of mechanical engineering science, 2019-06, Vol.233 (11), p.4032-4046

2019

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A modal parameter identification method of machine tools based on particle swarm optimization

Proceedings of the Institution of Mechanical Engineers. Part C, Journal of mechanical engineering science, 2019-09, Vol.233 (17), p.6112-6123

2019

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A time-synchronous-subtraction method for harmonics elimination in the operational modal analysis of machine tools

Proceedings of the Institution of Mechanical Engineers. Part C, Journal of mechanical engineering science, 2019-09, Vol.233 (17), p.6099-6111

2019

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Prediction of air pollutant concentrations based on TCN-BiLSTM-DMAttention with STL decomposition

Operational modal analysis using symbolic regression for a nonlinear vibration system

Feature selection for global tropospheric ozone prediction based on the BO-XGBoost-RFE algorithm

Short-term power load forecasting based on the CEEMDAN-TCN-ESN model

Forecast and analysis of aircraft passenger satisfaction based on RF-RFE-LR model

Prediction of air quality index based on the SSA-BiLSTM-LightGBM model

Energy consumption prediction using the GRU-MMattention-LightGBM model with features of Prophet decomposition

Prediction of protein secondary structure by the improved TCN-BiLSTM-MHA model with knowledge distillation

Operational modal analysis of a nonlinear oscillation system under a harmonic excitation

A novel multi-task learning method for evaluating short-term voltage stability with incomplete PMU measurements

Air Pollutant Concentration Prediction Based on a CEEMDAN-FE-BiLSTM Model

Prediction of PM2.5 concentration based on the CEEMDAN-RLMD-BiLSTM-LEC model

Prediction of soil moisture using BiGRU-LSTM model with STL decomposition in Qinghai–Tibet Plateau

Prediction of sea ice area based on the CEEMDAN-SO-BiLSTM model

Research on modal analysis method of CNC machine tool based on operational impact excitation

Prediction of PM2.5 Concentration Based on the LSTM-TSLightGBM Variable Weight Combination Model

MultiStep Ahead Forecasting for Hourly PM10 and PM2.5 Based on Two-Stage Decomposition Embedded Sample Entropy and Group Teacher Optimization Algorithm

Research on sentiment classification for netizens based on the BERT-BiLSTM-TextCNN model

A new modal analysis method applied to changing machine tool using clustering

Vibration stability analysis of cantilever structure based on symbolic regression algorithm and modal analysis method

Classification and prediction of spinal disease based on the SMOTE-RFE-XGBoost model

New approach based on operational strain modal analysis to identify dynamical properties of the high-speed reciprocating operation mechanism

Surface roughness optimal estimation for disc parts turning using Gaussian-process-based Bayesian combined model

A modal parameter identification method of machine tools based on particle swarm optimization

A time-synchronous-subtraction method for harmonics elimination in the operational modal analysis of machine tools

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