Evaluation of a Two-Stage SVM and Spatial Statistics Methods for Modeling Monthly River Suspended Sediment Load

Daily and monthly suspended sediment load predictions using wavelet based artificial intelligence approaches

(2015) Vahid Nourani et al.   Journal of Mountain Science

Estimating Sediment Yield from Upland and Channel Erosion at A Watershed Scale Using SWAT

(2015) Yongbo Liu et al.   WATER RESOURCES MANAGEMENT

Improved annual rainfall-runoff forecasting using PSO–SVM model based on EEMD

(2015) Wen-chuan Wang et al.   JOURNAL OF HYDROINFORMATICS

Evaluation of genetic programming-based models for simulating friction factor in alluvial channels

(2014) Kiyoumars Roushangar et al.   JOURNAL OF HYDROLOGY

Modeling river total bed material load discharge using artificial intelligence approaches (based on conceptual inputs)

(2014) Kiyoumars Roushangar et al.   JOURNAL OF HYDROLOGY

ANN Based Sediment Prediction Model Utilizing Different Input Scenarios

(2014) Haitham Abdulmohsin Afan et al.   WATER RESOURCES MANAGEMENT

Development of a time-stepping sediment budget model for assessing land use impacts in large river basins

(2013) S.N. Wilkinson et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Daily suspended sediment load prediction using artificial neural networks and support vector machines

(2012) E. Kakaei Lafdani et al.   JOURNAL OF HYDROLOGY

Streamflow forecasting by SVM with quantum behaved particle swarm optimization

(2012) Sudheer Ch et al.   NEUROCOMPUTING

Spatiotemporal Groundwater Level Forecasting in Coastal Aquifers by Hybrid Artificial Neural Network-Geostatistics Model: A Case Study

(2011) Vahid Nourani et al.   ENVIRONMENTAL ENGINEERING SCIENCE

Monthly streamflow forecasting based on improved support vector machine model

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

A novel support vector regression model to estimate the phycocyanin concentration in turbid inland waters from hyperspectral reflectance

(2011) Deyong Sun et al.   HYDROBIOLOGIA

Studying of flow model and bed load transport in a coarse bed river: case study – Aland River, Iran

(2011) Kiyoumars Roushangar et al.   JOURNAL OF HYDROINFORMATICS

Assessment of input variables determination on the SVM model performance using PCA, Gamma test, and forward selection techniques for monthly stream flow prediction

(2011) R. Noori et al.   JOURNAL OF HYDROLOGY

Application and analysis of support vector machine based simulation for runoff and sediment yield

(2009) Debasmita Misra et al.   BIOSYSTEMS ENGINEERING

Non-linear HVAC computations using least square support vector machines

(2009) Mahendra Kumar et al.   ENERGY CONVERSION AND MANAGEMENT

Suspended sediment concentration estimation by an adaptive neuro-fuzzy and neural network approaches using hydro-meteorological data

(2009) M. Cobaner et al.   JOURNAL OF HYDROLOGY

Adaptive neuro-fuzzy computing technique for suspended sediment estimation

(2008) Ozgur Kisi et al.   ADVANCES IN ENGINEERING SOFTWARE

Prediction of municipal solid waste generation with combination of support vector machine and principal component analysis: A case study of Mashhad

(2008) R. Noori et al.   Environmental Progress & Sustainable Energy

Estimation and forecasting of daily suspended sediment data using wavelet–neural networks

(2008) Turgay Partal et al.   JOURNAL OF HYDROLOGY