A novel hybrid model for water quality prediction based on synchrosqueezed wavelet transform technique and improved long short-term memory

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

Water Quality Prediction in the Luan River Based on 1-DRCNN and BiGRU Hybrid Neural Network Model

(2021) Jianzhuo Yan et al.   Water

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

Short-term water quality variable prediction using a hybrid CNN–LSTM deep learning model

(2020) Rahim Barzegar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Predicting the Trend of Dissolved Oxygen Based on the kPCA-RNN Model

(2020) Yi-Fan Zhang et al.   Water

Artificial intelligence-based single and hybrid models for prediction of water quality in rivers: A review

(2020) Taher Rajaee et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Modeling Daily and Monthly Water Quality Indicators in a Canal Using a Hybrid Wavelet-Based Support Vector Regression Structure

(2020) Yuxin Wang et al.   Water

Hybrid decision tree-based machine learning models for short-term water quality prediction

(2020) Hongfang Lu et al.   CHEMOSPHERE

Socioeconomic drivers of water withdrawals driven by provincial energy demand in China

(2020) Yuhan Liang et al.   JOURNAL OF CLEANER PRODUCTION

Application of time-frequency entropy based on high-order synchrosqueezing transform in reservoir prediction

(2020) Renfei Tian et al.   Interpretation-A Journal of Subsurface Characterization

Evaluation and influencing factors of China’s industrial water resource utilization efficiency from the perspective of spatial effect

(2020) Deling Zou et al.   Alexandria Engineering Journal

Prediction of Water Level and Water Quality Using a CNN-LSTM Combined Deep Learning Approach

(2020) Sang-Soo Baek et al.   Water

Simultaneous evaluations of occurrence and probabilistic human health risk associated with trace elements in typical drinking water sources from major river basins in China

(2019) Bo Gao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Analysis and Prediction of Water Quality Using LSTM Deep Neural Networks in IoT Environment

(2019) Ping Liu et al.   Sustainability

An Ensemble Decomposition-Based Artificial Intelligence Approach for Daily Streamflow Prediction

(2019) Mohammad Rezaie-Balf et al.   Water

Application of a Parallel Particle Swarm Optimization-Long Short Term Memory Model to Improve Water Quality Data

(2019) Jianzhuo Yan et al.   Water

Attention-based recurrent neural networks for accurate short-term and long-term dissolved oxygen prediction

(2019) Yeqi Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Spatial-temporal process simulation and prediction of chlorophyll-a concentration in Dianchi Lake based on wavelet analysis and long-short term memory network

(2019) Zhenyu Yu 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

Forward Prediction of Runoff Data in Data-Scarce Basins with an Improved Ensemble Empirical Mode Decomposition (EEMD) Model

(2018) Yinghao Yu et al.   Water

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

A population initialization method for evolutionary algorithms based on clustering and Cauchy deviates

(2016) Dražen Bajer et al.   EXPERT SYSTEMS WITH APPLICATIONS

Full frequency de-noising method based on wavelet decomposition and noise-type detection

(2016) Wenyong Dong et al.   NEUROCOMPUTING

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

Enhanced shuffled frog-leaping algorithm for solving numerical function optimization problems

(2015) Chao Liu et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Applications of the synchrosqueezing transform in seismic time-frequency analysis

(2014) Roberto H. Herrera et al.   GEOPHYSICS

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

(2013) Abbas Afshar et al.   WATER RESOURCES MANAGEMENT

Study of short-term water quality prediction model based on wavelet neural network

(2012) Longqin Xu et al.   MATHEMATICAL AND COMPUTER MODELLING

Synchrosqueezed wavelet transforms: An empirical mode decomposition-like tool

(2010) Ingrid Daubechies et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS