Integration of Shuffled Frog Leaping Algorithm and Support Vector Regression for Prediction of Water Quality Parameters

Modeling water quality in an urban river using hydrological factors – Data driven approaches

(2015) Fi-John Chang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

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

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

Prediction of water quality index in constructed wetlands using support vector machine

(2014) Reza Mohammadpour et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Comparison of Two Different Adaptive Neuro-Fuzzy Inference Systems in Modelling Daily Reference Evapotranspiration

(2014) Ozgur Kisi et al.   WATER RESOURCES MANAGEMENT

Development of a Fuzzy-Boundary Interval Programming Method for Water Quality Management Under Uncertainty

(2014) J. Liu et al.   WATER RESOURCES MANAGEMENT

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

Extraction of Decision Alternatives in Project Management: Application of Hybrid PSO-SFLA

(2013) H. Orouji et al.   JOURNAL OF MANAGEMENT IN ENGINEERING

Daily Forecasting of Dam Water Levels: Comparing a Support Vector Machine (SVM) Model With Adaptive Neuro Fuzzy Inference System (ANFIS)

(2013) Afiq Hipni et al.   WATER RESOURCES MANAGEMENT

Artificial intelligence based modeling for predicting the disinfection by-products in water

(2012) Kunwar P. Singh et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Heavy metal pollution assessment using support vector machine in the Shur River, Sarcheshmeh copper mine, Iran

(2012) A. Aryafar et al.   Environmental Earth Sciences

Developing reservoir operational decision rule by genetic programming

(2012) E. Fallah-Mehdipour et al.   JOURNAL OF HYDROINFORMATICS

Estimation of Muskingum parameter by meta-heuristic algorithms

(2012) Hossein Orouji et al.   PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-WATER MANAGEMENT

Stage and Discharge Forecasting by SVM and ANN Techniques

(2012) S. K. Aggarwal et al.   WATER RESOURCES MANAGEMENT

Real-Time Operation of Reservoir System by Genetic Programming

(2012) E. Fallah-Mehdipour et al.   WATER RESOURCES MANAGEMENT

Support vector machines in water quality management

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

Active and online prediction of BOD5 in river systems using reduced-order support vector machine

(2011) Roohollah Noori et al.   Environmental Earth Sciences

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 hybrid approach of support vector regression with genetic algorithm optimization for aquaculture water quality prediction

(2011) Shuangyin Liu et al.   MATHEMATICAL AND COMPUTER MODELLING

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

(2010) Jan Luts et al.   ANALYTICA CHIMICA ACTA

Optimizing multi-reservoir operation rules: an improved HBMO approach

(2010) Abbas Afshar et al.   JOURNAL OF HYDROINFORMATICS

Artificial neural network model as a potential alternative for groundwater salinity forecasting

(2010) Pallavi Banerjee et al.   JOURNAL OF HYDROLOGY

Genetic Programming for Predicting Longitudinal Dispersion Coefficients in Streams

(2010) Hazi Mohammad Azamathulla et al.   WATER RESOURCES MANAGEMENT

Artificial neural network modeling of the river water quality—A case study

(2009) Kunwar P. Singh et al.   ECOLOGICAL MODELLING

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

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

Genetic Programming-Based Empirical Model for Daily Reference Evapotranspiration Estimation

(2008) Aytac Guven et al.   CLEAN-Soil Air Water

An expert system for predicting longitudinal dispersion coefficient in natural streams by using ANFIS

(2008) Hossien Riahi-Madvar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Predicting the auto-ignition temperatures of organic compounds from molecular structure using support vector machine

(2008) Yong Pan et al.   JOURNAL OF HAZARDOUS MATERIALS