A Comparative Assessment of Artificial Neural Network, Generalized Regression Neural Network, Least-Square Support Vector Regression, and K-Nearest Neighbor Regression for Monthly Streamflow Forecasting in Linear and Nonlinear Conditions

Modelling of runoff and sediment yield using ANN, LS-SVR, REPTree and M5 models

(2017) Birendra Bharti et al.   HYDROLOGY RESEARCH

Modelling of runoff and sediment yield using ANN, LS-SVR, REPTree and M5 models

(2017) Birendra Bharti et al.   Hydrology Research

Monthly and seasonal drought forecasting using statistical neural networks

(2015) Seyed Mohammad Hosseini-Moghari et al.   Environmental Earth Sciences

Investigation of SCS-CN and its inspired modified models for runoff estimation in South Korean watersheds

(2015) Muhammad Ajmal et al.   Journal of Hydro-environment Research

Seasonal River Discharge Forecasting Using Support Vector Regression: A Case Study in the Italian Alps

(2015) Mattia Callegari et al.   Water

A Comparative Assessment of Support Vector Machines, Probabilistic Neural Networks, and K-Nearest Neighbor Algorithms for Water Quality Classification

(2014) Fereshteh Modaresi et al.   WATER RESOURCES MANAGEMENT

Multiple regression and Artificial Neural Network for long-term rainfall forecasting using large scale climate modes

(2013) F. Mekanik et al.   JOURNAL OF HYDROLOGY

Improving Streamflow Forecast Lead Time Using Oceanic-Atmospheric Oscillations for Kaidu River Basin, Xinjiang, China

(2012) Ajay Kalra et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Estimating annual precipitation for the Colorado River Basin using oceanic-atmospheric oscillations

(2012) Ajay Kalra et al.   WATER RESOURCES RESEARCH

Data-driven models for monthly streamflow time series prediction

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

Prediction of rainfall time series using modular artificial neural networks coupled with data-preprocessing techniques

(2010) C.L. Wu et al.   JOURNAL OF HYDROLOGY

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

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

River flow forecasting and estimation using different artificial neural network techniques

(2008) Özgür Kişi   HYDROLOGY RESEARCH