Application of the Hybrid Artificial Neural Network Coupled with Rolling Mechanism and Grey Model Algorithms for Streamflow Forecasting Over Multiple Time Horizons

Performance comparison of Adoptive Neuro Fuzzy Inference System (ANFIS) with Loading Simulation Program C++ (LSPC) model for streamflow simulation in El Niño Southern Oscillation (ENSO)-affected watershed

(2015) Suresh Sharma et al.   EXPERT SYSTEMS WITH APPLICATIONS

Streamflow variability and classification using false nearest neighbor method

(2015) R. Vignesh et al.   JOURNAL OF HYDROLOGY

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

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

RBFNN versus FFNN for daily river flow forecasting at Johor River, Malaysia

(2015) Zaher Mundher Yaseen et al.   NEURAL COMPUTING & APPLICATIONS

Prediction of particular matter concentrations by developed feed-forward neural network with rolling mechanism and gray model

(2015) Minglei Fu et al.   NEURAL COMPUTING & APPLICATIONS

Estimation of monthly evaporative loss using relevance vector machine, extreme learning machine and multivariate adaptive regression spline models

(2015) Ravinesh C. Deo et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Improving Forecasting Accuracy of Streamflow Time Series Using Least Squares Support Vector Machine Coupled with Data-Preprocessing Techniques

(2015) Aman Mohammad Kalteh   WATER RESOURCES MANAGEMENT

Streamflow Forecasting and Estimation Using Least Square Support Vector Regression and Adaptive Neuro-Fuzzy Embedded Fuzzy c-means Clustering

(2015) Ozgur Kisi   WATER RESOURCES MANAGEMENT

Hydrology: The interdisciplinary science of water

(2015) Richard M. Vogel et al.   WATER RESOURCES RESEARCH

Linear genetic programming application for successive-station monthly streamflow prediction

(2014) Ali Danandeh Mehr et al.   COMPUTERS & GEOSCIENCES

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

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Monthly stream flow forecasting via dynamic spatio-temporal models

(2014) Majid Dehghani et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Predicting Monthly River Flows by Genetic Fuzzy Systems

(2014) Mustafa Erkan Turan et al.   WATER RESOURCES MANAGEMENT

River Discharges Forecasting In Northern Iraq Using Different ANN Techniques

(2014) Taymoor A. Awchi   WATER RESOURCES MANAGEMENT

River Water Prediction Modeling Using Neural Networks, Fuzzy and Wavelet Coupled Model

(2014) Kulwinder Singh Parmar et al.   WATER RESOURCES MANAGEMENT

A wavelet-neural network hybrid modelling approach for estimating and predicting river monthly flows

(2013) Shouke Wei et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

The combined use of wavelet transform and black box models in reservoir inflow modeling

(2013) Umut Okkan et al.   Journal of Hydrology and Hydromechanics

Forecasting performance of LS-SVM for nonlinear hydrological time series

(2012) Seok Hwan Hwang et al.   KSCE Journal of Civil Engineering

Two decades of anarchy? Emerging themes and outstanding challenges for neural network river forecasting

(2012) Robert J. Abrahart et al.   PROGRESS IN PHYSICAL GEOGRAPHY

Monthly streamflow forecasting based on improved support vector machine model

(2011) Jun Guo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Daily streamflow forecasting by machine learning methods with weather and climate inputs

(2011) Kabir Rasouli et al.   JOURNAL OF HYDROLOGY

Using a Grey model optimized by Differential Evolution algorithm to forecast the per capita annual net income of rural households in China

(2011) Ze Zhao et al.   OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

Comparison of multiple linear and nonlinear regression, autoregressive integrated moving average, artificial neural network, and wavelet artificial neural network methods for urban water demand forecasting in Montreal, Canada

(2011) Jan Adamowski et al.   WATER RESOURCES RESEARCH

Time series models (Grey-Markov, Grey Model with rolling mechanism and singular spectrum analysis) to forecast energy consumption in India

(2010) Ujjwal Kumar et al.   ENERGY

Daily river flow forecasting using wavelet ANN hybrid models

(2010) Niranjan Pramanik et al.   JOURNAL OF HYDROINFORMATICS

Runoff forecasting for an asphalt plane by Artificial Neural Networks and comparisons with kinematic wave and autoregressive moving average models

(2010) Lloyd H.C. Chua et al.   JOURNAL OF HYDROLOGY

Grey system theory-based models in time series prediction

(2009) Erdal Kayacan et al.   EXPERT SYSTEMS WITH APPLICATIONS

A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series

(2009) Wen-Chuan Wang et al.   JOURNAL OF HYDROLOGY

Methods to improve neural network performance in daily flows prediction

(2009) C.L. Wu et al.   JOURNAL OF HYDROLOGY

Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques

(2009) C. L. Wu et al.   WATER RESOURCES RESEARCH

Short-term streamflow forecasting with global climate change implications – A comparative study between genetic programming and neural network models

(2008) A. Makkeasorn et al.   JOURNAL OF HYDROLOGY