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

Optimizing the Water Treatment Design and Management of the Artificial Lake with Water Quality Modeling and Surrogate-Based Approach

(2019) Chuankun Liu et al.   Water

Prediction of Sewage Treatment Cost in Rural Regions with Multivariate Adaptive Regression Splines

(2019) Yumin Wang et al.   Water

A Framework for Assessing Modeling Performance and Effects of Rainfall-Catchment-Drainage Characteristics on Nutrient Urban Runoff in Poorly Gauged Watersheds

(2019) Angela Gorgoglione et al.   Sustainability

Machine learning methods for better water quality prediction

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

Wavelet-denoising multiple echo state networks for multivariate time series prediction

(2018) Meiling Xu et al.   INFORMATION SCIENCES

Modelling daily dissolved oxygen concentration using least square support vector machine, multivariate adaptive regression splines and M5 model tree

(2018) Salim Heddam et al.   JOURNAL OF HYDROLOGY

Utilization of WGEP and WDT Models by Wavelet Denoising to Predict Water Quality Parameters in Rivers

(2018) Taher Rajaee et al.   JOURNAL OF HYDROLOGIC ENGINEERING

A robust method for non-stationary streamflow prediction based on improved EMD-SVM model

(2018) Erhao Meng et al.   JOURNAL OF HYDROLOGY

Design and implementation of a hybrid model based on two-layer decomposition method coupled with extreme learning machines to support real-time environmental monitoring of water quality parameters

(2018) Elham Fijani et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Multi-step water quality forecasting using a boosting ensemble multi-wavelet extreme learning machine model

(2017) Rahim Barzegar et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Comparative Evaluation of ANN- and SVM-Time Series Models for Predicting Freshwater-Saltwater Interface Fluctuations

(2017) Heesung Yoon et al.   Water

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

An approximation of the Gaussian RBF kernel for efficient classification with SVMs

(2016) Matthias Ring et al.   PATTERN RECOGNITION LETTERS

Wind power day-ahead prediction with cluster analysis of NWP

(2016) Lei Dong et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

Development of wavelet-ANN models to predict water quality parameters in Hilo Bay, Pacific Ocean

(2015) Mohamad Javad Alizadeh et al.   MARINE POLLUTION BULLETIN

Hybrid PSO–SVM-based method for long-term forecasting of turbidity in the Nalón river basin: A case study in Northern Spain

(2014) P.J. García Nieto et al.   ECOLOGICAL ENGINEERING

A Conjunction Method of Wavelet Transform-Particle Swarm Optimization-Support Vector Machine for Streamflow Forecasting

(2014) Fanping Zhang et al.   Journal of Applied Mathematics

A hybrid WA–CPSO-LSSVR model for dissolved oxygen content prediction in crab culture

(2013) Shuangyin Liu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Influence of rainfall and catchment characteristics on urban stormwater quality

(2012) An Liu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A wavelet-support vector machine conjunction model for monthly streamflow forecasting

(2011) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

A wavelet neural network conjunction model for groundwater level forecasting

(2011) Jan Adamowski et al.   JOURNAL OF HYDROLOGY

Multi-reservoir Operation Rules: Multi-swarm PSO-based Optimization Approach

(2011) Leila Ostadrahimi et al.   WATER RESOURCES MANAGEMENT

Development of a water quality index based on a European classification scheme

(2011) H Boyacioglu   WATER SA

Prediction of Water Quality Index Using Neuro Fuzzy Inference System

(2011) Mrutyunjaya Sahu et al.   Water Quality Exposure and Health

Evaluation of water quality and management of Hongze Lake and Gaoyou Lake along the Grand Canal in Eastern China

(2010) Shuheng Li et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Spatial and seasonal variations of the contamination within water body of the Grand Canal, China

(2010) Wang Xiaolong et al.   ENVIRONMENTAL POLLUTION

A statistical approach for the rationalization of water quality indicators in surface water quality monitoring networks

(2010) B. Khalil et al.   JOURNAL OF HYDROLOGY

Water quality prediction model utilizing integrated wavelet-ANFIS model with cross-validation

(2010) Ali A. Najah et al.   NEURAL COMPUTING & APPLICATIONS

Time Series Prediction Using Support Vector Machines: A Survey

(2009) Nicholas Sapankevych et al.   IEEE Computational Intelligence Magazine