Monthly runoff prediction at Baitarani river basin by support vector machine based on Salp swarm algorithm

A comparative study on using metaheuristic algorithms for simultaneously estimating parameters of space fractional advection-dispersion equation

(2021) Halimeh Maroufi et al.   JOURNAL OF HYDROLOGY

An optimal search for neural network parameters using the Salp swarm optimization algorithm: a landslide application

(2020) Huu-Duy Nguyen et al.   Remote Sensing Letters

Comparison of Long Short Term Memory Networks and the Hydrological Model in Runoff Simulation

(2020) Hongxiang Fan et al.   Water

Monthly runoff time series prediction by variational mode decomposition and support vector machine based on quantum-behaved particle swarm optimization

(2020) Zhong-kai Feng et al.   JOURNAL OF HYDROLOGY

A Hybrid Approach Combining Conceptual Hydrological Models, Support Vector Machines and Remote Sensing Data for Rainfall-Runoff Modeling

(2020) Moonhyuk Kwon et al.   Remote Sensing

Data-driven runoff forecasting for Minjiang River: a case study

(2020) Yuqiang Wu et al.   Water Science and Technology-Water Supply

Rainfall-runoff modeling for the Hoshangabad Basin of Narmada River using artificial neural network

(2020) Vikas Poonia et al.   Arabian Journal of Geosciences

Applicability of ε-Support Vector Machine and Artificial Neural Network for Flood Forecasting in Humid, Semi-Humid and Semi-Arid Basins in China

(2019) Thabo Michael Bafitlhile et al.   Water

Physics-Informed Data-Driven Models to Predict Surface Runoff Water Quantity and Quality in Agricultural Fields

(2019) Jing Liang et al.   Water

Artificial Neural Network and Support Vector Machine Models for Inflow Prediction of Dam Reservoir (Case Study: Zayandehroud Dam Reservoir)

(2019) Mohammad Babaei et al.   WATER RESOURCES MANAGEMENT

Flash Flood Forecasting Using Support Vector Regression Model in a Small Mountainous Catchment

(2019) Jian Wu et al.   Water

Hybrid machine learning framework for hydrological assessment

(2019) Jungho Kim et al.   JOURNAL OF HYDROLOGY

Predicting of daily Khazir basin flow using SWAT and hybrid SWAT-ANN models

(2019) Abdulwahd A. Kassem et al.   Ain Shams Engineering Journal

Development of Water Level Prediction Models Using Machine Learning in Wetlands: A Case Study of Upo Wetland in South Korea

(2019) Changhyun Choi et al.   Water

Predicting changes in monthly streamflow to Karaj dam reservoir, Iran, in climate change condition and assessing its uncertainty

(2019) Vahid Kimiagar Keteklahijani et al.   Ain Shams Engineering Journal

Stereoselective uptake and degradation of (±)-o ,p -DDD pesticide stereomers in water-sediment system

(2018) Al Arsh Basheer et al.   CHIRALITY

Assessing the effects of adaptation measures on optimal water resources allocation under varied water availability conditions

(2018) Dedi Liu et al.   JOURNAL OF HYDROLOGY

New generation nano-adsorbents for the removal of emerging contaminants in water

(2018) Al Arsh Basheer   JOURNAL OF MOLECULAR LIQUIDS

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems

(2018) Hossam Faris et al.   KNOWLEDGE-BASED SYSTEMS

Seismic reliability assessment of earth-rockfill dam slopes considering strain-softening of rockfill based on generalized probability density evolution method

(2018) Rui Pang et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Parameter Estimation for Soil Water Retention Curve Using the Salp Swarm Algorithm

(2018) Jing Zhang et al.   Water

Machine Learning Models Coupled with Variational Mode Decomposition: A New Approach for Modeling Daily Rainfall-Runoff

(2018) Youngmin Seo et al.   Atmosphere

Flood Prediction Using Machine Learning Models: Literature Review

(2018) Amir Mosavi et al.   Water

Deep Learning with a Long Short-Term Memory Networks Approach for Rainfall-Runoff Simulation

(2018) Caihong Hu et al.   Water

Simulation of groundwater level variations using wavelet combined with neural network, linear regression and support vector machine

(2017) Hadi Ebrahimi et al.   GLOBAL AND PLANETARY CHANGE

Prediction of flow rate of karstic springs using support vector machines

(2017) Manish Kumar Goyal et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Estimating the solute transport parameters of the spatial fractional advection-dispersion equation using Bees Algorithm

(2017) Behrouz Mehdinejadiani   JOURNAL OF CONTAMINANT HYDROLOGY

Improving capability of conceptual modeling of watershed rainfall–runoff using hybrid wavelet-extreme learning machine approach

(2017) Kiyoumars Roushangar et al.   JOURNAL OF HYDROINFORMATICS

Rainfall-runoff modeling at Jinsha River basin by integrated neural network with discrete wavelet transform

(2017) Muhammad Tayyab et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

A data-driven SVR model for long-term runoff prediction and uncertainty analysis based on the Bayesian framework

(2017) Zhongmin Liang et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Real-Time Optimal Flood Control Decision Making and Risk Propagation Under Multiple Uncertainties

(2017) Feilin Zhu et al.   WATER RESOURCES RESEARCH

Daily runoff prediction using the linear and non-linear models

(2017) Alireza Sharifi et al.   WATER SCIENCE AND TECHNOLOGY

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Rainfall–Runoff Modeling Using Support Vector Machine in Snow-Affected Watershed

(2016) Fatemeh Sedighi et al.   ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING

Assessing the suitability of hybridizing the Cuckoo optimization algorithm with ANN and ANFIS techniques to predict daily evaporation

(2016) Jamshid Piri et al.   Environmental Earth Sciences

Estimation of Reference Evapotranspiration Using Neural Networks and Cuckoo Search Algorithm

(2016) Shahaboddin Shamshirband et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

A new hybrid data-driven model for event-based rainfall–runoff simulation

(2016) Guangyuan Kan et al.   NEURAL COMPUTING & APPLICATIONS

Hybrid wavelet-support vector machine approach for modelling rainfall-runoff process

(2016) M. Komasi et al.   WATER SCIENCE AND TECHNOLOGY

Estimation of Reference Evapotranspiration Using Neural Networks and Cuckoo Search Algorithm

(2016) Shahaboddin Shamshirband et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

The Ant Lion Optimizer

(2015) Seyedali Mirjalili   ADVANCES IN ENGINEERING SOFTWARE

Predicting Surface Runoff from Catchment to Large Region

(2015) Hongxia Li et al.   Advances in Meteorology

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Modeling of daily pan evaporation in sub tropical climates using ANN, LS-SVR, Fuzzy Logic, and ANFIS

(2014) Manish Kumar Goyal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Development of an effective data-driven model for hourly typhoon rainfall forecasting

(2013) Gwo-Fong Lin et al.   JOURNAL OF HYDROLOGY

Rainfall-runoff modeling using least squares support vector machines

(2012) Umut Okkan et al.   ENVIRONMETRICS

Forecasting Urban Water Demand Via Wavelet-Denoising and Neural Network Models. Case Study: City of Syracuse, Italy

(2012) Salvatore Campisi-Pinto et al.   WATER RESOURCES MANAGEMENT

Intermittent Streamflow Forecasting by Using Several Data Driven Techniques

(2011) Ozgur Kisi et al.   WATER RESOURCES MANAGEMENT

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

(2009) Debasmita Misra et al.   BIOSYSTEMS ENGINEERING

Towards a limits of acceptability approach to the calibration of hydrological models: Extending observation error

(2009) Yanli Liu et al.   JOURNAL OF HYDROLOGY