Analysing the accuracy of machine learning techniques to develop an integrated influent time series model: case study of a sewage treatment plant, Malaysia

The Use of NARX Neural Networks to Forecast Daily Groundwater Levels

(2017) Sandra M. Guzman et al.   WATER RESOURCES MANAGEMENT

Streamflow and Sediment Yield Prediction for Watershed Prioritization in the Upper Blue Nile River Basin, Ethiopia

(2017) Gebiaw Ayele et al.   Water

A comparative study of artificial neural network (MLP, RBF) and support vector machine models for river flow prediction

(2016) Mohammad Ali Ghorbani et al.   Environmental Earth Sciences

Operator decision support system for integrated wastewater management including wastewater treatment plants and receiving water bodies

(2016) Minsoo Kim et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Event-driven model predictive control of sewage pumping stations for sulfide mitigation in sewer networks

(2016) Yiqi Liu et al.   WATER RESEARCH

Application of a Combined Model with Autoregressive Integrated Moving Average (ARIMA) and Generalized Regression Neural Network (GRNN) in Forecasting Hepatitis Incidence in Heng County, China

(2016) Wudi Wei et al.   PLoS One

Optimization of nitrate removal from wastewater with a low C/N ratio using solid-phase denitrification

(2015) Qian Zhang et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Hourly runoff forecasting for flood risk management: Application of various computational intelligence models

(2015) Honey Badrzadeh et al.   JOURNAL OF HYDROLOGY

Artificial intelligence based models for stream-flow forecasting: 2000–2015

(2015) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Evaluation of a Developed Discrete Time-Series Method in Flow Forecasting Models

(2015) Habib Akbari-Alashti et al.   WATER RESOURCES MANAGEMENT

Evaluation of the k-nearest neighbor method for forecasting the influent characteristics of wastewater treatment plant

(2015) Minsoo Kim et al.   Frontiers of Environmental Science & Engineering

Applications of hybrid wavelet–Artificial Intelligence models in hydrology: A review

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Multi-objective optimisation of wastewater treatment plant control to reduce greenhouse gas emissions

(2014) Christine Sweetapple et al.   WATER RESEARCH

A Comparison of Machine Learning Techniques for Modeling River Flow Time Series: The Case of Upper Cauvery River Basin

(2014) Shivshanker Singh Patel et al.   WATER RESOURCES MANAGEMENT

Wavelet Bootstrap Multiple Linear Regression Based Hybrid Modeling for Daily River Discharge Forecasting

(2014) Vinit Sehgal et al.   WATER RESOURCES MANAGEMENT

A hybrid seasonal prediction model for tuberculosis incidence in China

(2013) Shiyi Cao et al.   BMC Medical Informatics and Decision Making

Forecasting hourly global solar radiation using hybrid k-means and nonlinear autoregressive neural network models

(2013) Khalil Benmouiza et al.   ENERGY CONVERSION AND MANAGEMENT

A comparative study of artificial neural network, adaptive neuro fuzzy inference system and support vector machine for forecasting river flow in the semiarid mountain region

(2013) Zhibin He et al.   JOURNAL OF HYDROLOGY

A hybrid SVM-PSO model for forecasting monthly streamflow

(2013) Ch. Sudheer et al.   NEURAL COMPUTING & APPLICATIONS

Daily Forecasting of Dam Water Levels: Comparing a Support Vector Machine (SVM) Model With Adaptive Neuro Fuzzy Inference System (ANFIS)

(2013) Afiq Hipni et al.   WATER RESOURCES MANAGEMENT

Application of dynamic models to estimate greenhouse gas emission by wastewater treatment plants of the pulp and paper industry

(2012) Omid Ashrafi et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Modeling and Prediction of Rainfall Using Radar Reflectivity Data: A Data-Mining Approach

(2012) Andrew Kusiak et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Prediction of Influent Flow Rate: Data-Mining Approach

(2012) Xiupeng Wei et al.   JOURNAL OF ENERGY ENGINEERING

Improving prediction accuracy of river discharge time series using a Wavelet-NAR artificial neural network

(2012) Shouke Wei et al.   JOURNAL OF HYDROINFORMATICS

Streamflow forecasting by SVM with quantum behaved particle swarm optimization

(2012) Sudheer Ch et al.   NEUROCOMPUTING

Simulating and predicting river discharge time series using a wavelet-neural network hybrid modelling approach

(2011) Shouke Wei et al.   HYDROLOGICAL PROCESSES

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

Data-driven models for monthly streamflow time series prediction

(2010) C.L. Wu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Wavelet regression model for short-term streamflow forecasting

(2010) Ozgur Kisi   JOURNAL OF HYDROLOGY

An artificial neural network (p,d,q) model for timeseries forecasting

(2009) Mehdi Khashei et al.   EXPERT SYSTEMS WITH APPLICATIONS

Neural Networks and Wavelet Conjunction Model for Intermittent Streamflow Forecasting

(2009) Özgür Kişi   JOURNAL OF HYDROLOGIC ENGINEERING

Comparison of Recurrent Neural Network, Adaptive Neuro-Fuzzy Inference System and Stochastic Models in Eğirdir Lake Level Forecasting

(2009) Veysel Güldal et al.   WATER RESOURCES MANAGEMENT

Stream flow forecasting using neuro-wavelet technique

(2008) Özgür Kişi   HYDROLOGICAL PROCESSES

A time series model for influent temperature estimation: Application to dynamic temperature modelling of an aerated lagoon

(2008) Antoni Escalas-Cañellas et al.   WATER RESEARCH

Enhancing Inflow Forecasting Model at Aswan High Dam Utilizing Radial Basis Neural Network and Upstream Monitoring Stations Measurements

(2008) Ahmed El-Shafie et al.   WATER RESOURCES MANAGEMENT