Implementation of data intelligence models coupled with ensemble machine learning for prediction of water quality index

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

(2020) Hongfang Lu et al.   CHEMOSPHERE

Multi-region Modeling of Daily Global Solar Radiation with Artificial Intelligence Ensemble

(2019) Vahid Nourani et al.   Natural Resources Research

Novel Hybrid Data-Intelligence Model for Forecasting Monthly Rainfall with Uncertainty Analysis

(2019) Zaher Yaseen et al.   Water

Modeling the magnetocaloric effect of manganite using hybrid genetic and support vector regression algorithms

(2019) Taoreed O. Owolabi   PHYSICS LETTERS A

An intelligent supplier evaluation model based on data-driven support vector regression in global supply chain

(2019) Yijun Cheng et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Distribution and source apportionment of hydrocarbons in sediments of oil-producing continental margin: a fuzzy logic approach

(2019) Angela de L. R. Wagener et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Water quality prediction based on recurrent neural network and improved evidence theory: a case study of Qiantang River, China

(2019) Lei Li et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Water Quality Prediction Model Based Support Vector Machine Model for Ungauged River Catchment under Dual Scenarios

(2019) Abobakr Saeed Abobakr Yahya et al.   Water

Assessment of climate change impacts on water quality parameters of Lake Burullus, Egypt

(2019) Ahmed Shalby et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Multi-station artificial intelligence based ensemble modeling of reference evapotranspiration using pan evaporation measurements

(2019) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Multi-step ahead modelling of river water quality parameters using ensemble artificial intelligence-based approach

(2019) Gozen Elkiran et al.   JOURNAL OF HYDROLOGY

Machine learning methods for better water quality prediction

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

Partitioning of daily evapotranspiration using a modified shuttleworth-wallace model, random Forest and support vector regression, for a cabbage farmland

(2019) Han Chen et al.   AGRICULTURAL WATER MANAGEMENT

Earthfill dam seepage analysis using ensemble artificial intelligence based modeling

(2018) Elnaz Sharghi et al.   JOURNAL OF HYDROINFORMATICS

Hybrid Adaptive Neuro-Fuzzy Models for Water Quality Index Estimation

(2018) Zaher Mundher Yaseen et al.   WATER RESOURCES MANAGEMENT

Modeling daily water temperature for rivers: comparison between adaptive neuro-fuzzy inference systems and artificial neural networks models

(2018) Senlin Zhu et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Wastewater treatment plant performance analysis using artificial intelligence – an ensemble approach

(2018) Vahid Nourani et al.   WATER SCIENCE AND TECHNOLOGY

Extreme learning machines: a new approach for modeling dissolved oxygen (DO) concentration with and without water quality variables as predictors

(2017) Salim Heddam et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Multi-scale analysis of the relationship between landscape patterns and a water quality index (WQI) based on a stepwise linear regression (SLR) and geographically weighted regression (GWR) in the Ebinur Lake oasis

(2017) Xiaoping Wang et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Machine Learning Algorithms for the Forecasting of Wastewater Quality Indicators

(2017) Francesco Granata et al.   Water

A comparative analysis among computational intelligence techniques for dissolved oxygen prediction in Delaware River

(2017) Ehsan Olyaie et al.   Geoscience Frontiers

Application of artificial intelligence (AI) techniques in water quality index prediction: a case study in tropical region, Malaysia

(2016) Mohammed Hameed et al.   NEURAL COMPUTING & APPLICATIONS

Urban Residential Water Demand Prediction Based on Artificial Neural Networks and Time Series Models

(2015) Muhammad A. Al-Zahrani et al.   WATER RESOURCES MANAGEMENT

Prediction of water quality index in constructed wetlands using support vector machine

(2014) Reza Mohammadpour et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Performance of ANFIS versus MLP-NN dissolved oxygen prediction models in water quality monitoring

(2013) A. Najah et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Artificial neural network modeling of the water quality index for Kinta River (Malaysia) using water quality variables as predictors

(2012) Nabeel M. Gazzaz et al.   MARINE POLLUTION BULLETIN

Comparison of random forest, support vector machine and back propagation neural network for electronic tongue data classification: Application to the recognition of orange beverage and Chinese vinegar

(2012) Miao Liu et al.   SENSORS AND ACTUATORS B-CHEMICAL

Estimation of water quality characteristics at ungauged sites using artificial neural networks and canonical correlation analysis

(2011) B. Khalil et al.   JOURNAL OF HYDROLOGY

Comparative evaluation of back-propagation neural network learning algorithms and empirical correlations for prediction of oil PVT properties in Iran oilfields

(2011) Jalil Asadisaghandi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

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

(2011) H Boyacioglu   WATER SA