Predicting Nitrate Concentration and Its Spatial Distribution in Groundwater Resources Using Support Vector Machines (SVMs) Model

Use of a relevance vector machine for groundwater quality monitoring network design under uncertainty

(2014) Abdelhaleem I. Khader et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Support vector machines in water quality management

(2011) Kunwar P. Singh et al.   ANALYTICA CHIMICA ACTA

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

A tutorial on support vector machine-based methods for classification problems in chemometrics

(2010) Jan Luts et al.   ANALYTICA CHIMICA ACTA

Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions

(2010) Holger R. Maier et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

(2010) Heesung Yoon et al.   JOURNAL OF HYDROLOGY

Comparing two data driven interpolation methods for modeling nitrate distribution in aquifer

(2009) Bulent Tutmez et al.   Ecological Informatics

A Conceptual Nitrate Transport Model and Its Application at Different Scales

(2009) Shuming Liu et al.   ENVIRONMENTAL MODELING & ASSESSMENT

A case study using support vector machines, neural networks and logistic regression in a GIS to identify wells contaminated with nitrate-N

(2009) Barnali Dixon   HYDROGEOLOGY JOURNAL

Comparative Study of SVMs and ANNs in Aquifer Water Level Prediction

(2009) Mohsen Behzad et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

A multi-fidelity software framework for interactive modeling of advective and diffusive contaminant transport in groundwater

(2008) Vijay Kalivarapu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Generalization performance of support vector machines and neural networks in runoff modeling

(2008) Mohsen Behzad et al.   EXPERT SYSTEMS WITH APPLICATIONS