Hui Liu

Hui Liu publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Hui Liu sits on this spectrum.

Hui Liu D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Hui Liu sits on this spectrum.

Best Publications

• Hybridizing particle swarm optimization with differential evolution for constrained numerical and engineering optimization

  Hui Liu;Zixing Cai;Yong Wang

  792
  Citations

• Comparison of two new ARIMA-ANN and ARIMA-Kalman hybrid methods for wind speed prediction

  Hui Liu;Hui Liu;Hong-qi Tian;Yan-fei Li;Yan-fei Li

  468
  Citations

• Wind speed forecasting method based on deep learning strategy using empirical wavelet transform, long short term memory neural network and Elman neural network

  Hui Liu;Xi-wei Mi;Yan-fei Li

  467
  Citations

• Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM

  Hui Liu;Xiwei Mi;Yanfei Li

  462
  Citations

• Data processing strategies in wind energy forecasting models and applications: A comprehensive review

  Hui Liu;Chao Chen

  384
  Citations

• Forecasting models for wind speed using wavelet, wavelet packet, time series and Artificial Neural Networks

  Hui Liu;Hui Liu;Hong Qi Tian;Di Fu Pan;Yan Fei Li;Yan Fei Li

  359
  Citations

• A hybrid model for wind speed prediction using empirical mode decomposition and artificial neural networks

  Hui Liu;Hui Liu;Hui Liu;Chao Chen;Hong-qi Tian;Yan-fei Li;Yan-fei Li

  344
  Citations

• A hybrid statistical method to predict wind speed and wind power

  Hui Liu;Hong-Qi Tian;Chao Chen;Yan-fei Li

  314
  Citations

• Wind speed forecasting approach using secondary decomposition algorithm and Elman neural networks

  Hui Liu;Hui Liu;Hong-qi Tian;Xi-feng Liang;Yan-fei Li

  308
  Citations

• Smart deep learning based wind speed prediction model using wavelet packet decomposition, convolutional neural network and convolutional long short term memory network

  Hui Liu;Xiwei Mi;Yanfei Li

  307
  Citations

• Deterministic wind energy forecasting: A review of intelligent predictors and auxiliary methods

  Hui Liu;Chao Chen;Xinwei Lv;Xing Wu

  290
  Citations

• Wind speed prediction model using singular spectrum analysis, empirical mode decomposition and convolutional support vector machine

  Xiwei Mi;Hui Liu;Yanfei Li

  246
  Citations

• Comparison of four Adaboost algorithm based artificial neural networks in wind speed predictions

  Hui Liu;Hui Liu;Hong-qi Tian;Yan-fei Li;Lei Zhang

  216
  Citations

• Smart wind speed deep learning based multi-step forecasting model using singular spectrum analysis, convolutional Gated Recurrent Unit network and Support Vector Regression

  Hui Liu;Xiwei Mi;Yanfei Li;Zhu Duan

  199
  Citations

• New wind speed forecasting approaches using fast ensemble empirical model decomposition, genetic algorithm, Mind Evolutionary Algorithm and Artificial Neural Networks

  Hui Liu;Hui Liu;Hongqi Tian;Xifeng Liang;Yanfei Li

  181
  Citations

• An experimental investigation of three new hybrid wind speed forecasting models using multi-decomposing strategy and ELM algorithm

  Hui Liu;Xiwei Mi;Yanfei Li

  180
  Citations

• A review on multi-objective optimization framework in wind energy forecasting techniques and applications

  Hui Liu;Ye Li;Zhu Duan;Chao Chen

  179
  Citations

• A new hybrid ensemble deep reinforcement learning model for wind speed short term forecasting

  Hui Liu;Chengqing Yu;Haiping Wu;Zhu Duan

  176
  Citations

• An EMD-recursive ARIMA method to predict wind speed for railway strong wind warning system

  Hui Liu;Hui Liu;Hong qi Tian;Yan fei Li

  172
  Citations

• Multi-step wind speed forecasting using EWT decomposition, LSTM principal computing, RELM subordinate computing and IEWT reconstruction

  Yanfei Li;Haiping Wu;Hui Liu

  167
  Citations