A water quality prediction model based on variational mode decomposition and the least squares support vector machine optimized by the sparrow search algorithm (VMD-SSA-LSSVM) of the Yangtze River, China

Optimal parameter identification of PEMFC stacks using Adaptive Sparrow Search Algorithm

(2021) Yanlong Zhu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

A Modified Sparrow Search Algorithm with Application in 3d Route Planning for UAV

(2021) Guiyun Liu et al.   SENSORS

Estimating longitudinal dispersion coefficient in natural streams using empirical models and machine learning algorithms

(2020) Katayoun Kargar et al.   Engineering Applications of Computational Fluid Mechanics

A survey on river water quality modelling using artificial intelligence models: 2000–2020

(2020) Tiyasha et al.   JOURNAL OF HYDROLOGY

Susceptibility mapping of groundwater salinity using machine learning models

(2020) Amirhosein Mosavi et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Real-time probabilistic forecasting of river water quality under data missing situation: Deep learning plus post-processing techniques

(2020) Yanlai Zhou   JOURNAL OF HYDROLOGY

Ensemble models of GLM, FDA, MARS, and RF for flood and erosion susceptibility mapping: a priority assessment of sub-basins

(2020) Amirhosein Mosavi et al.   Geocarto International

Incorporating synoptic-scale climate signals for streamflow modelling over the Mediterranean region using machine learning models

(2019) Ozgur Kisi et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Uncertainty Analysis on Hybrid Double Feedforward Neural Network Model for Sediment Load Estimation with LUBE Method

(2019) Xiao-Yun Chen et al.   WATER RESOURCES MANAGEMENT

Machine learning methods for better water quality prediction

(2019) Ali Najah Ahmed et al.   JOURNAL OF HYDROLOGY

Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm

(2019) Yazid Tikhamarine et al.   JOURNAL OF HYDROLOGY

Identification of long-term trends and seasonality in high-frequency water quality data from the Yangtze River basin, China

(2018) Weili Duan et al.   PLoS One

River suspended sediment modelling using the CART model: A comparative study of machine learning techniques

(2018) Bahram Choubin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

An Ameliorative Whale Optimization Algorithm for Multi-Objective Optimal Allocation of Water Resources in Handan, China

(2018) Zhihong Yan et al.   Water

Improving the Muskingum Flood Routing Method Using a Hybrid of Particle Swarm Optimization and Bat Algorithm

(2018) Mohammad Ehteram et al.   Water

An Improved LSSVM Model for Intelligent Prediction of the Daily Water Level

(2018) Tao Guo et al.   Energies

Ensemble models with uncertainty analysis for multi-day ahead forecasting of chlorophyll a concentration in coastal waters

(2018) Shahaboddin Shamshirband et al.   Engineering Applications of Computational Fluid Mechanics

Prediction of Slope Stability Based on Hybrid PSO and LSSVM

(2017) Xinhua Xue   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Empirical mode decomposition based denoising method with support vector regression for time series prediction: A case study for electricity load forecasting

(2017) Yusuf Yaslan et al.   MEASUREMENT

Contribution of the upper river, the estuarine region, and the adjacent sea to the heavy metal pollution in the Yangtze Estuary

(2016) Su Yin et al.   CHEMOSPHERE

Application of least square support vector machine and multivariate adaptive regression spline models in long term prediction of river water pollution

(2016) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Application of wavelet-artificial intelligence hybrid models for water quality prediction: a case study in Aji-Chay River, Iran

(2016) Rahim Barzegar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Wind Power Grid Connected Capacity Prediction Using LSSVM Optimized by the Bat Algorithm

(2015) Qunli Wu et al.   Energies

Wind Speed Forecasting Based on FEEMD and LSSVM Optimized by the Bat Algorithm

(2015) Wei Sun et al.   Energies

Auto Regressive and Ensemble Empirical Mode Decomposition Hybrid Model for Annual Runoff Forecasting

(2015) Xue-hua Zhao et al.   WATER RESOURCES MANAGEMENT

Artificial Neural Network ensemble modeling with conjunctive data clustering for water quality prediction in rivers

(2015) Sung Eun Kim et al.   Journal of Hydro-environment Research

Daily Reservoir Runoff Forecasting Method Using Artificial Neural Network Based on Quantum-behaved Particle Swarm Optimization

(2015) Chun-tian Cheng et al.   Water

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Multiobjective Calibration of Reservoir Water Quality Modeling Using Multiobjective Particle Swarm Optimization (MOPSO)

(2013) Abbas Afshar et al.   WATER RESOURCES MANAGEMENT