A BiLSTM hybrid model for ship roll multi-step forecasting based on decomposition and hyperparameter optimization

Ship Roll Prediction Algorithm Based on Bi-LSTM-TPA Combined Model

(2021) Yuchao Wang et al.   Journal of Marine Science and Engineering

Time Series Analysis and Forecasting Using a Novel Hybrid LSTM Data-Driven Model Based on Empirical Wavelet Transform Applied to Total Column of Ozone at Buenos Aires, Argentina (1966–2017)

(2020) Nkanyiso Mbatha et al.   Atmosphere

An EMD-SVR model for short-term prediction of ship motion using mirror symmetry and SVR algorithms to eliminate EMD boundary effect

(2020) Zhihong Nie et al.   OCEAN ENGINEERING

A hybrid neural network model for short-term wind speed forecasting based on decomposition, multi-learner ensemble, and adaptive multiple error corrections

(2020) Hui Liu et al.   RENEWABLE ENERGY

Fourier–Bessel series expansion based empirical wavelet transform for analysis of non-stationary signals

(2018) Abhijit Bhattacharyya et al.   DIGITAL SIGNAL PROCESSING

A real-time ship roll motion prediction using wavelet transform and variable RBF network

(2018) Jian-Chuan Yin et al.   OCEAN ENGINEERING

Online prediction of ship roll motion based on a coarse and fine tuning fixed grid wavelet network

(2018) Bai-Gang Huang et al.   OCEAN ENGINEERING

A hybrid model based on convolutional neural networks and long short-term memory for ozone concentration prediction

(2018) Unjin Pak et al.   Air Quality Atmosphere and Health

River flow prediction using hybrid PSOGSA algorithm based on feed-forward neural network

(2018) Sarita Gajbhiye Meshram et al.   SOFT COMPUTING

SVR-based identification of nonlinear roll motion equation for FPSOs in regular waves

(2015) Xian-Rui Hou et al.   OCEAN ENGINEERING

Empirical Wavelet Transform

(2013) Jerome Gilles   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Online ship roll motion prediction based on grey sequential extreme learning machine

(2013) Jian-Chuan Yin et al.   NEUROCOMPUTING

On-line prediction of ship roll motion during maneuvering using sequential learning RBF neuralnetworks

(2013) Jian-chuan Yin et al.   OCEAN ENGINEERING

Multiple-output modeling for multi-step-ahead time series forecasting

(2010) Souhaib Ben Taieb et al.   NEUROCOMPUTING