Development and Implementation of Support Vector Machine Regression Surrogate Models for Predicting Groundwater Pumping-Induced Saltwater Intrusion into Coastal Aquifers

Pumping Optimization of Coastal Aquifers Assisted by Adaptive Metamodelling Methods and Radial Basis Functions

(2016) Vasileios Christelis et al.   WATER RESOURCES MANAGEMENT

Fuzzy C-Mean Clustering Based Inference System for Saltwater Intrusion Processes Prediction in Coastal Aquifers

(2016) Dilip Kumar Roy et al.   WATER RESOURCES MANAGEMENT

An evaluation of adaptive surrogate modeling based optimization with two benchmark problems

(2014) Chen Wang et al.   ENVIRONMENTAL MODELLING & SOFTWARE

A comparative study of artificial neural network, adaptive neuro fuzzy inference system and support vector machine for forecasting river flow in the semiarid mountain region

(2013) Zhibin He et al.   JOURNAL OF HYDROLOGY

Feature selection for support vector machines with RBF kernel

(2011) Quanzhong Liu et al.   ARTIFICIAL INTELLIGENCE REVIEW

Comparative Evaluation of Genetic Programming and Neural Network as Potential Surrogate Models for Coastal Aquifer Management

(2011) J. Sreekanth et al.   WATER RESOURCES MANAGEMENT

Multi-objective management of saltwater intrusion in coastal aquifers using genetic programming and modular neural network based surrogate models

(2010) J. Sreekanth et al.   JOURNAL OF HYDROLOGY

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

Support vector regression with reduced training sets for air temperature prediction: a comparison with artificial neural networks

(2010) Robert F. Chevalier et al.   NEURAL COMPUTING & APPLICATIONS

Pumping optimization of coastal aquifers based on evolutionary algorithms and surrogate modular neural network models

(2009) George Kourakos et al.   ADVANCES IN WATER RESOURCES

Saltwater Intrusion Management of Coastal Aquifers. I: Linked Simulation-Optimization

(2009) Anirban Dhar et al.   JOURNAL OF HYDROLOGIC ENGINEERING

ANN-GA-Based Model for Multiple Objective Management of Coastal Aquifers

(2009) Rajib Kumar Bhattacharjya et al.   JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT

Corrosion rate prediction of 3C steel under different seawater environment by using support vector regression

(2008) Y.F. Wen et al.   CORROSION SCIENCE

Assessment of PLSDA cross validation

(2008) Johan A. Westerhuis et al.   Metabolomics

Regional flood frequency analysis at ungauged sites using the adaptive neuro-fuzzy inference system

(2007) C. Shu et al.   JOURNAL OF HYDROLOGY