The influence of climatic inputs on stream-flow pattern forecasting: case study of Upper Senegal River

A wavelet-coupled support vector machine model for forecasting global incident solar radiation using limited meteorological dataset

(2016) Ravinesh C. Deo et al.   APPLIED ENERGY

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

Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq

(2016) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Application of soft computing based hybrid models in hydrological variables modeling: a comprehensive review

(2016) Farzad Fahimi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

ANN-based interval forecasting of streamflow discharges using the LUBE method and MOFIPS

(2015) Riccardo Taormina et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

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

Support-Vector-Machine-Based Models for Modeling Daily Reference Evapotranspiration With Limited Climatic Data in Extreme Arid Regions

(2015) Xiaohu Wen et al.   WATER RESOURCES MANAGEMENT

A Comparative Study of Artificial Neural Networks, Support Vector Machines and Adaptive Neuro Fuzzy Inference System for Forecasting Groundwater Levels near Lake Okeechobee, Florida

(2015) Yicheng Gong et al.   WATER RESOURCES MANAGEMENT

Daily Reservoir Runoff Forecasting Method Using Artificial Neural Network Based on Quantum-behaved Particle Swarm Optimization

(2015) Chun-tian Cheng et al.   Water

A moving-average filter based hybrid ARIMA–ANN model for forecasting time series data

(2014) C. Narendra Babu et al.   APPLIED SOFT COMPUTING

Support vector machine applications in the field of hydrology: A review

(2014) Sujay Raghavendra. N et al.   APPLIED SOFT COMPUTING

Support vector machine―an alternative to artificial neuron network for water quality forecasting in an agricultural nonpoint source polluted river?

(2014) Mei Liu et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

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

(2014) Vahid Nourani et al.   JOURNAL OF HYDROLOGY

Intermittent Streamflow Forecasting and Extreme Event Modelling using Wavelet based Artificial Neural Networks

(2014) Jaydip J. Makwana et al.   WATER RESOURCES MANAGEMENT

Daily streamflow forecasting using a wavelet transform and artificial neural network hybrid models

(2013) Celso Augusto Guimarães Santos et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Impact of multi-resolution analysis of artificial intelligence models inputs on multi-step ahead river flow forecasting

(2013) Honey Badrzadeh et al.   JOURNAL OF HYDROLOGY

Modeling river stage–discharge–sediment rating relation using support vector regression

(2012) Sharad K. Jain   HYDROLOGY RESEARCH

Streamflow forecasting by SVM with quantum behaved particle swarm optimization

(2012) Sudheer Ch et al.   NEUROCOMPUTING

Pan Evaporation Modeling Using Neural Computing Approach for Different Climatic Zones

(2012) Sungwon Kim et al.   WATER RESOURCES MANAGEMENT

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

(2011) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

Evolutionary Modeling for Streamflow Forecasting with Minimal Datasets: A Case Study in the West Malian River, China

(2010) Qingwei Ni et al.   ENVIRONMENTAL ENGINEERING SCIENCE

Seasonal streamflow prediction by a combined climate-hydrologic system for river basins of Taiwan

(2010) Chun-Chao Kuo et al.   JOURNAL OF HYDROLOGY

Streamflow prediction using multi-site rainfall obtained from hydroclimatic teleconnection

(2010) S.S. Kashid et al.   JOURNAL OF HYDROLOGY

Short-term and long-term streamflow forecasting using a wavelet and neuro-fuzzy conjunction model

(2010) Jalal Shiri et al.   JOURNAL OF HYDROLOGY

Application of radial basis function neural networks to short-term streamflow forecasting

(2010) Paulo A. Kagoda et al.   PHYSICS AND CHEMISTRY OF THE EARTH

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

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

Neural networks and genetic algorithm approach for nonlinear evaporation and evapotranspiration modeling

(2007) Sungwon Kim et al.   JOURNAL OF HYDROLOGY