ATDNNS: An adaptive time–frequency decomposition neural network-based system for tropical cyclone wave height real-time forecasting

A hybrid approach for El Niño prediction based on Empirical Mode Decomposition and convolutional LSTM Encoder-Decoder

(2021) Si Wang et al.   COMPUTERS & GEOSCIENCES

Decomposition-based hybrid wind speed forecasting model using deep bidirectional LSTM networks

(2021) K.U. Jaseena et al.   ENERGY CONVERSION AND MANAGEMENT

Forecasting tropical cyclones wave height using bidirectional gated recurrent unit

(2021) Fan Meng et al.   OCEAN ENGINEERING

Design Wave Height Parameter Estimation Model Reflecting the Influence of Typhoon Time and Space

(2021) Guilin Liu et al.   Journal of Marine Science and Engineering

Improving Coastal Ocean Wave Height Forecasting during Typhoons by using Local Meteorological and Neighboring Wave Data in Support Vector Regression Models

(2020) ShienTsung Chen et al.   Journal of Marine Science and Engineering

Hilbert-Huang transform analysis of surface wavefield under tropical cyclone Hudhud

(2020) Sourav Mandal et al.   APPLIED OCEAN RESEARCH

A novel validation framework to enhance deep learning models in time-series forecasting

(2020) Ioannis E. Livieris et al.   NEURAL COMPUTING & APPLICATIONS

Forecasting, hindcasting and feature selection of ocean waves via recurrent and sequence-to-sequence networks

(2020) Mohammad Pirhooshyaran et al.   OCEAN ENGINEERING

A novel model to predict significant wave height based on long short-term memory network

(2020) Shuntao Fan et al.   OCEAN ENGINEERING

Probabilistic Prediction of Significant Wave Height Using Dynamic Bayesian Network and Information Flow

(2020) Ming Li et al.   Water

Probabilistic forecasting of coastal wave height during typhoon warning period using machine learning methods

(2019) Shien-Tsung Chen   JOURNAL OF HYDROINFORMATICS

Nearshore two-step typhoon wind-wave prediction using deep recurrent neural networks

(2019) Chih-Chiang Wei et al.   JOURNAL OF HYDROINFORMATICS

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

(2018) Xiwei Mi et al.   ENERGY CONVERSION AND MANAGEMENT

Improved EEMD-based crude oil price forecasting using LSTM networks

(2018) Yu-Xi Wu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Financial time series forecasting model based on CEEMDAN and LSTM

(2018) Jian Cao et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Nearshore Wave Predictions Using Data Mining Techniques during Typhoons: A Case Study near Taiwan’s Northeastern Coast

(2017) Chih-Chiang Wei   Energies

Short-Term Load Forecasting Using EMD-LSTM Neural Networks with a Xgboost Algorithm for Feature Importance Evaluation

(2017) Huiting Zheng et al.   Energies

An improved Wavelet Transform using Singular Spectrum Analysis for wind speed forecasting based on Elman Neural Network

(2017) Chuanjin Yu et al.   ENERGY CONVERSION AND MANAGEMENT

Recent advances in conversational speech recognition using convolutional and recurrent neural networks

(2017) G. Saon et al.   IBM JOURNAL OF RESEARCH AND DEVELOPMENT

Forecasting hurricane wave height in Gulf of Mexico using soft computing methods

(2017) Somayeh Mafi et al.   OCEAN ENGINEERING

Application of neural networks and support vector machine for significant wave height prediction

(2017) Jadran Berbić et al.   OCEANOLOGIA

Prediction of extreme wave heights using neuro wavelet technique

(2016) Pradnya Dixit et al.   APPLIED OCEAN RESEARCH

A comparative study for estimation of wave height using traditional and hybrid soft-computing methods

(2016) Chandrabhushan Roy et al.   Environmental Earth Sciences

Improving forecasting accuracy of medium and long-term runoff using artificial neural network based on EEMD decomposition

(2015) Wen-chuan Wang et al.   ENVIRONMENTAL RESEARCH

Advances in natural language processing

(2015) J. Hirschberg et al.   SCIENCE

Improving Forecasting Accuracy of Annual Runoff Time Series Using ARIMA Based on EEMD Decomposition

(2015) Wen-chuan Wang et al.   WATER RESOURCES MANAGEMENT

A Classification Method for Complex Power Quality Disturbances Using EEMD and Rank Wavelet SVM

(2015) Zhigang Liu et al.   IEEE Transactions on Smart Grid

A new model for calculating the design wave height in typhoon-affected sea areas

(2013) Li-ping Wang et al.   NATURAL HAZARDS

Evaluating the efficacy of SVMs, BNs, ANNs and ANFIS in wave height prediction

(2011) Iman Malekmohamadi et al.   OCEAN ENGINEERING

Simulated wave-driven ANN model for typhoon waves

(2010) Hsien-Kuo Chang et al.   ADVANCES IN ENGINEERING SOFTWARE

Wave height forecasting in Dayyer, the Persian Gulf

(2010) B. Kamranzad et al.   OCEAN ENGINEERING

Numerical Simulations and Observations of Surface Wave Fields under an Extreme Tropical Cyclone

(2009) Yalin Fan et al.   JOURNAL OF PHYSICAL OCEANOGRAPHY

Application of the EEMD method to rotor fault diagnosis of rotating machinery

(2008) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A review on Hilbert-Huang transform: Method and its applications to geophysical studies

(2008) Norden E. Huang et al.   REVIEWS OF GEOPHYSICS