The Integration of Nature-Inspired Algorithms with Least Square Support Vector Regression Models: Application to Modeling River Dissolved Oxygen Concentration

Short-term wind speed forecasting based on improved ant colony algorithm for LSSVM

(2018) Yanan Li et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Estimation method for ET0 with PSO-LSSVM based on the HHT in cold and arid data-sparse area

(2018) Pengxiang Wang et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Prediction of dissolved oxygen in aquaculture based on EEMD and LSSVM optimized by the Bayesian evidence framework

(2018) Juan Huan et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A novel model based on wavelet LS-SVM integrated improved PSO algorithm for forecasting of dissolved gas contents in power transformers

(2018) Hanbo Zheng et al.   ELECTRIC POWER SYSTEMS RESEARCH

Forecasting Energy-Related CO2 Emissions Employing a Novel SSA-LSSVM Model: Considering Structural Factors in China

(2018) Huiru Zhao et al.   Energies

A Comparative Assessment of Predicting Daily Solar Radiation Using Bat Neural Network (BNN), Generalized Regression Neural Network (GRNN), and Neuro-Fuzzy (NF) System: A Case Study

(2018) Mohammad Lotfinejad et al.   Energies

Application of a supervised learning machine for accurate prognostication of higher heating values of solid wastes

(2018) Alireza Rostami et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Monitoring spatial and temporal variation of dissolved oxygen and water temperature in the Savannah River using a sensor network

(2018) Christopher J. Post et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Grey-related least squares support vector machine optimization model and its application in predicting natural gas consumption demand

(2018) Yong-Hong Wu et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Reservoir operation based on evolutionary algorithms and multi-criteria decision-making under climate change and uncertainty

(2018) Mohammad Ehteram et al.   JOURNAL OF HYDROINFORMATICS

Modelling daily dissolved oxygen concentration using least square support vector machine, multivariate adaptive regression splines and M5 model tree

(2018) Salim Heddam et al.   JOURNAL OF HYDROLOGY

A WD-GA-LSSVM model for rainfall-triggered landslide displacement prediction

(2018) Xing Zhu et al.   Journal of Mountain Science

A proposed model to predict thermal conductivity ratio of Al2O3/EG nanofluid by applying least squares support vector machine (LSSVM) and genetic algorithm as a connectionist approach

(2018) Mohammad Hossein Ahmadi et al.   JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY

A linear and non-linear polynomial neural network modeling of dissolved oxygen content in surface water: Inter- and extrapolation performance with inputs' significance analysis

(2018) Aleksandra Šiljić Tomić et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Reservoir Optimization for Energy Production Using a New Evolutionary Algorithm Based on Multi-Criteria Decision-Making Models

(2018) Mohammad Ehteram et al.   WATER RESOURCES MANAGEMENT

Application of the Hybrid Artificial Neural Network Coupled with Rolling Mechanism and Grey Model Algorithms for Streamflow Forecasting Over Multiple Time Horizons

(2018) Zaher Mundher Yaseen et al.   WATER RESOURCES MANAGEMENT

Optimization of Water Resources Utilization by Multi-Objective Moth-Flame Algorithm

(2018) Wei Kun Li et al.   WATER RESOURCES MANAGEMENT

Spatial and Temporal Dynamics of Dissolved Oxygen Concentrations and Bioactivity in the Hyporheic Zone

(2018) W. Jeffery Reeder et al.   WATER RESOURCES RESEARCH

Bat optimisation neural networks for rainfall forecasting: case study for Kuching city

(2018) King Kuok Kuok et al.   Journal of Water and Climate Change

Comprehensive Evaluation for Operating Efficiency of Electricity Retail Companies Based on the Improved TOPSIS Method and LSSVM Optimized by Modified Ant Colony Algorithm from the View of Sustainable Development

(2018) Dongxiao Niu et al.   Sustainability

Extreme learning machines: a new approach for modeling dissolved oxygen (DO) concentration with and without water quality variables as predictors

(2017) Salim Heddam et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Prediction of dissolved oxygen concentration in hypoxic river systems using support vector machine: a case study of Wen-Rui Tang River, China

(2017) Xiaoliang Ji et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Machine learning methods for wastewater hydraulics

(2017) Francesco Granata et al.   FLOW MEASUREMENT AND INSTRUMENTATION

Comparing A Bayesian and Fuzzy Number Approach to Uncertainty Quantification in Short-Term Dissolved Oxygen Prediction

(2017) U. T. Khan et al.   Journal of Environmental Informatics

Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model

(2017) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Dissolved Oxygen and Aeration in Ictalurid Catfish Aquaculture

(2017) Claude E. Boyd et al.   JOURNAL OF THE WORLD AQUACULTURE SOCIETY

Modeling daily dissolved oxygen concentration using modified response surface method and artificial neural network: a comparative study

(2017) Behrooz Keshtegar et al.   NEURAL COMPUTING & APPLICATIONS

Pan evaporation prediction using a hybrid multilayer perceptron-firefly algorithm (MLP-FFA) model: case study in North Iran

(2017) M. A. Ghorbani et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Rainfall Pattern Forecasting Using Novel Hybrid Intelligent Model Based ANFIS-FFA

(2017) Zaher Mundher Yaseen et al.   WATER RESOURCES MANAGEMENT

Modelling Dissolved Oxygen Depression in an Urban River in China

(2017) Jingshui Huang et al.   Water

Machine Learning Algorithms for the Forecasting of Wastewater Quality Indicators

(2017) Francesco Granata et al.   Water

Clustering and Support Vector Regression for Water Demand Forecasting and Anomaly Detection

(2017) Antonio Candelieri   Water

Modeling reference evapotranspiration using three different heuristic regression approaches

(2016) Ozgur Kisi   AGRICULTURAL WATER MANAGEMENT

Modeling of Dissolved Oxygen Concentration and Its Hysteresis Behavior in Rivers Using Wavelet Transform-Based Hybrid Models

(2016) Salar Khani et al.   CLEAN-Soil Air Water

A nonlinear mathematical modeling of daily pan evaporation based on conjugate gradient method

(2016) Behrooz Keshtegar et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A comparative study of multiple linear regression, artificial neural network and support vector machine for the prediction of dissolved oxygen

(2016) Xue Li et al.   HYDROLOGY RESEARCH

Estimation of dissolved oxygen by using neural networks and neuro fuzzy computing techniques

(2016) Murat Ay et al.   KSCE Journal of Civil Engineering

Three-Dimensional Short-Term Prediction Model of Dissolved Oxygen Content Based on PSO-BPANN Algorithm Coupled with Kriging Interpolation

(2016) Yingyi Chen et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Application of soft computing based hybrid models in hydrological variables modeling: a comprehensive review

(2016) Farzad Fahimi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Enhancing Long-Term Streamflow Forecasting and Predicting using Periodicity Data Component: Application of Artificial Intelligence

(2016) Zaher Mundher Yaseen et al.   WATER RESOURCES MANAGEMENT

Long-Term Streamflow Forecasting Based on Relevance Vector Machine Model

(2016) Yong Liu et al.   Water

Support Vector Regression for Rainfall-Runoff Modeling in Urban Drainage: A Comparison with the EPA’s Storm Water Management Model

(2016) Francesco Granata et al.   Water

A comparative study of multiple linear regression, artificial neural network and support vector machine for the prediction of dissolved oxygen

(2016) Xue Li et al.   Hydrology Research

Dissolved oxygen content prediction in crab culture using a hybrid intelligent method

(2016) Huihui Yu et al.   Scientific Reports

Estimation of dissolved oxygen using data-driven techniques in the Tai Po River, Hong Kong

(2015) Samira Nemati et al.   Environmental Earth Sciences

Pan evaporation modeling using least square support vector machine, multivariate adaptive regression splines and M5 model tree

(2015) Ozgur Kisi   JOURNAL OF HYDROLOGY

Modeling stream dissolved oxygen concentration using teaching–learning based optimization algorithm

(2014) Adem Bayram et al.   Environmental Earth Sciences

Generalized regression neural network (GRNN)-based approach for colored dissolved organic matter (CDOM) retrieval: case study of Connecticut River at Middle Haddam Station, USA

(2014) Salim Heddam   ENVIRONMENTAL MONITORING AND ASSESSMENT

Modelling hourly dissolved oxygen concentration (DO) using dynamic evolving neural-fuzzy inference system (DENFIS)-based approach: case study of Klamath River at Miller Island Boat Ramp, OR, USA

(2014) Salim Heddam   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

Modeling of Dissolved Oxygen in River Water Using Artificial Intelligence Techniques

(2014) O. Kisi   Journal of Environmental Informatics

Evaluation of Real-Time Operation Rules in Reservoir Systems Operation

(2014) Y. Bolouri-Yazdeli et al.   WATER RESOURCES MANAGEMENT

Prediction of dissolved oxygen content in river crab culture based on least squares support vector regression optimized by improved particle swarm optimization

(2013) Shuangyin Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A hybrid WA–CPSO-LSSVR model for dissolved oxygen content prediction in crab culture

(2013) Shuangyin Liu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Modeling hourly dissolved oxygen concentration (DO) using two different adaptive neuro-fuzzy inference systems (ANFIS): a comparative study

(2013) Salim Heddam   ENVIRONMENTAL MONITORING AND ASSESSMENT

Modeling of Dissolved Oxygen Applying Stepwise Regression and a Template-Based Fuzzy Logic System

(2013) Mohammad Zounemat-Kermani et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Support vector machines in water quality management

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

Abiotic influences on dissolved oxygen in a riverine environment

(2011) Jianxun He et al.   ECOLOGICAL ENGINEERING

Depth-Integrated Estimation of Dissolved Oxygen in a Lake

(2011) A. Akkoyunlu et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Modeling of Dissolved Oxygen Concentration Using Different Neural Network Techniques in Foundation Creek, El Paso County, Colorado

(2011) Murat Ay et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Prediction of dissolved oxygen in reservoirs using adaptive network-based fuzzy inference system

(2011) Vesna Ranković et al.   JOURNAL OF HYDROINFORMATICS

M5 model tree based modelling of reference evapotranspiration

(2009) Mahesh Pal et al.   HYDROLOGICAL PROCESSES

Performance of Multivariate Adaptive Regression Splines (MARS) in predicting runoff in mid-Himalayan micro-watersheds with limited data / Performances de régressions par splines multiples et adaptives (MARS) pour la prévision d'écoulement au sein de micro-bassins versants Himalayens d'altitudes intermédiaires avec peu de données

(2008) V. N. SHARDA et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Dewpoint Temperature Prediction Using Artificial Neural Networks

(2008) D. B. Shank et al.   Journal of Applied Meteorology and Climatology