An EEMD-BiLSTM Algorithm Integrated with Boruta Random Forest Optimiser for Significant Wave Height Forecasting along Coastal Areas of Queensland, Australia

LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios

(2021) A. A. Masrur Ahmed et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Binary Grey Wolf Optimization-Regularized Extreme Learning Machine Wrapper Coupled with the Boruta Algorithm for Monthly Streamflow Forecasting

(2021) Jihong Qu et al.   WATER RESOURCES MANAGEMENT

Optimal load dispatch of community microgrid with deep learning based solar power and load forecasting

(2019) Lulu Wen et al.   ENERGY

Weekly soil moisture forecasting with multivariate sequential, ensemble empirical mode decomposition and Boruta-random forest hybridizer algorithm approach

(2019) Ramendra Prasad et al.   CATENA

Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms

(2019) Sujan Ghimire et al.   APPLIED ENERGY

Behavioral Modeling and Linearization of Wideband RF Power Amplifiers Using BiLSTM Networks for 5G Wireless Systems

(2019) Jinlong Sun et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Multiscale Convolutional Neural Networks for Fault Diagnosis of Wind Turbine Gearbox

(2018) Guoqian Jiang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

The optimized deep belief networks with improved logistic Sigmoid units and their application in fault diagnosis for planetary gearboxes of wind turbines

(2018) Yi Qin et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Replicating a Trading Strategy by Means of LSTM for Financial Industry Applications

(2018) Luigi Troiano et al.   IEEE Transactions on Industrial Informatics

Long short-term memory recurrent neural network for remaining useful life prediction of lithium-ion batteries

(2018) Yongzhi Zhang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities

(2018) Sujan Ghimire et al.   REMOTE SENSING OF ENVIRONMENT

Empirical Algorithm for Significant Wave Height Retrieval from Wave Mode Data Provided by the Chinese Satellite Gaofen-3

(2018) He Wang et al.   Remote Sensing

Deep belief network based k-means cluster approach for short-term wind power forecasting

(2018) Kejun Wang et al.   ENERGY

New approach for solar tracking systems based on computer vision, low cost hardware and deep learning

(2018) Jose A. Carballo et al.   RENEWABLE ENERGY

Wind Speed Forecasting Method Using EEMD and the Combination Forecasting Method Based on GPR and LSTM

(2018) Yuansheng Huang et al.   Sustainability

Improved EEMD-based crude oil price forecasting using LSTM networks

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

Regional ocean wave height prediction using sequential learning neural networks

(2017) N. Krishna kumar et al.   OCEAN ENGINEERING

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep belief network based deterministic and probabilistic wind speed forecasting approach

(2016) H.Z. Wang et al.   APPLIED ENERGY

Study on network traffic forecast model of SVR optimized by GAFSA

(2016) Yuan Liu et al.   CHAOS SOLITONS & FRACTALS

A New Feature Extraction Method Based on EEMD and Multi-Scale Fuzzy Entropy for Motor Bearing

(2016) Huimin Zhao et al.   Entropy

Significant wave height and energy flux prediction for marine energy applications: A grouping genetic algorithm – Extreme Learning Machine approach

(2016) L. Cornejo-Bueno et al.   RENEWABLE ENERGY

Transfer learning for short-term wind speed prediction with deep neural networks

(2016) Qinghua Hu et al.   RENEWABLE ENERGY

Ocean wave energy harvesting with a piezoelectric coupled buoy structure

(2015) Nan Wu et al.   APPLIED OCEAN RESEARCH

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

Short-term forecasting of the wave energy flux: Analogues, random forests, and physics-based models

(2015) Gabriel Ibarra-Berastegi et al.   OCEAN ENGINEERING

Predictive Deep Boltzmann Machine for Multiperiod Wind Speed Forecasting

(2015) Chun-Yang Zhang et al.   IEEE Transactions on Sustainable Energy

Improved annual rainfall-runoff forecasting using PSO–SVM model based on EEMD

(2015) Wen-chuan Wang et al.   JOURNAL OF HYDROINFORMATICS

Feature Selection with theBorutaPackage

(2015) Miron B. Kursa et al.   Journal of Statistical Software

Coastal Vulnerability Assessment for Orissa State, East Coast of India

(2010) T. Srinivasa Kumar et al.   JOURNAL OF COASTAL RESEARCH

Episodic circulation and exchange in a wave-driven coral reef and lagoon system

(2010) James L. Hench et al.   LIMNOLOGY AND OCEANOGRAPHY

Fitting of Hydrologic Models: A Close Look at the Nash–Sutcliffe Index

(2008) Sharad K. Jain et al.   JOURNAL OF HYDROLOGIC ENGINEERING

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

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