An Ensemble Hybrid Forecasting Model for Annual Runoff Based on Sample Entropy, Secondary Decomposition, and Long Short-Term Memory Neural Network

A Hybrid Model to Predict Monthly Streamflow Using Neighboring Rivers Annual Flows

(2021) Anas Mahmood Al-Juboori   WATER RESOURCES MANAGEMENT

A Hybrid VMD-SVM Model for Practical Streamflow Prediction Using an Innovative Input Selection Framework

(2021) Erhao Meng et al.   WATER RESOURCES MANAGEMENT

Daily Runoff Forecasting Using a Cascade Long Short-Term Memory Model that Considers Different Variables

(2021) Yun Bai et al.   WATER RESOURCES MANAGEMENT

Daily Runoff Forecasting Using Ensemble Empirical Mode Decomposition and Long Short-Term Memory

(2021) Ruifang Yuan et al.   Frontiers in Earth Science

Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forecasting

(2020) Ganggang Zuo et al.   JOURNAL OF HYDROLOGY

A Hybrid Model Based on Variational Mode Decomposition and Gradient Boosting Regression Tree for Monthly Runoff Forecasting

(2020) Xinxin He et al.   WATER RESOURCES MANAGEMENT

A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning

(2020) Zhongrun Xiang et al.   WATER RESOURCES RESEARCH

Linking Singular Spectrum Analysis and Machine Learning for Monthly Rainfall Forecasting

(2020) Pa Ousman Bojang et al.   Applied Sciences-Basel

Employing Machine Learning Algorithms for Streamflow Prediction: A Case Study of Four River Basins with Different Climatic Zones in the United States

(2020) Peiman Parisouj et al.   WATER RESOURCES MANAGEMENT

Forecasting Models for Wind Power Using Extreme-Point Symmetric Mode Decomposition and Artificial Neural Networks

(2019) Jianguo Zhou et al.   Sustainability

A Comparative Study of MLR, KNN, ANN and ANFIS Models with Wavelet Transform in Monthly Stream Flow Prediction

(2019) Ahmad Khazaee Poul et al.   WATER RESOURCES MANAGEMENT

Long short-term memory (LSTM) recurrent neural network for low-flow hydrological time series forecasting

(2019) Bibhuti Bhusan Sahoo et al.   Acta Geophysica

Long-term robust identification potential of a wavelet packet decomposition based recursive drift correction of E-nose data for Chinese spirits

(2019) Yong Yin et al.   MEASUREMENT

An effective three-stage hybrid optimization method for source-network-load power generation of cascade hydropower reservoirs serving multiple interconnected power grids

(2019) Zhong-kai Feng et al.   JOURNAL OF CLEANER PRODUCTION

Application of the deep learning for the prediction of rainfall in Southern Taiwan

(2019) Meng-Hua Yen et al.   Scientific Reports

Ecological operation of cascade hydropower reservoirs by elite-guide gravitational search algorithm with Lévy flight local search and mutation

(2019) Zhong-kai Feng et al.   JOURNAL OF HYDROLOGY

Performance evaluation of empirical mode decomposition, discrete wavelet transform, and wavelet packed decomposition for automated epileptic seizure detection and prediction

(2018) Emina Alickovic et al.   Biomedical Signal Processing and Control

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

(2018) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Developing a Long Short-Term Memory (LSTM) based model for predicting water table depth in agricultural areas

(2018) Jianfeng Zhang et al.   JOURNAL OF HYDROLOGY

Monthly runoff forecasting based on LSTM–ALO model

(2018) Xiaohui Yuan et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A hybrid structure of an extreme learning machine combined with feature selection, signal decomposition and parameter optimization for short-term wind speed forecasting

(2018) Sizhou Sun et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

Short‐Term Precipitation Forecast Based on the PERSIANN System and LSTM Recurrent Neural Networks

(2018) Ata Akbari Asanjan et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Precipitation Identification with Bispectral Satellite Information Using Deep Learning Approaches

(2017) Yumeng Tao et al.   JOURNAL OF HYDROMETEOROLOGY

Rainfall-runoff modeling at Jinsha River basin by integrated neural network with discrete wavelet transform

(2017) Muhammad Tayyab et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

River Stage Forecasting Using Wavelet Packet Decomposition and Machine Learning Models

(2016) Youngmin Seo et al.   WATER RESOURCES MANAGEMENT

A review on sample entropy applications for the non-invasive analysis of atrial fibrillation electrocardiograms

(2009) R. Alcaraz et al.   Biomedical Signal Processing and Control