Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction
出版年份 2020 全文链接
标题
Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction
作者
关键词
-
出版物
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-09-12
DOI
10.1007/s00477-020-01874-1
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Modeling monthly pan evaporation process over the Indian central Himalayas: application of multiple learning artificial intelligence model
- (2020) Anurag Malik et al. Engineering Applications of Computational Fluid Mechanics
- Machine learning techniques for monthly river flow forecasting of Hunza River, Pakistan
- (2020) Dostdar Hussain et al. Earth Science Informatics
- Artificial intelligence models versus empirical equations for modeling monthly reference evapotranspiration
- (2020) Yazid Tikhamarine et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Adaptive neuro-fuzzy inference system coupled with shuffled frog leaping algorithm for predicting river streamflow time series
- (2020) Babak Mohammadi et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Forecast of streamflows to the Arctic Ocean by a Bayesian neural network model with snowcover and climate inputs
- (2020) Kabir Rasouli et al. HYDROLOGY RESEARCH
- Deep learning convolutional neural network in rainfall–runoff modelling
- (2020) Song Pham Van et al. JOURNAL OF HYDROINFORMATICS
- Drought index prediction using advanced fuzzy logic model: Regional case study over Kumaon in India
- (2020) Anurag Malik et al. PLoS One
- Input attributes optimization using the feasibility of genetic nature inspired algorithm: Application of river flow forecasting
- (2020) Haitham Abdulmohsin Afan et al. Scientific Reports
- Pan Evaporation Estimation in Uttarakhand and Uttar Pradesh States, India: Validity of an Integrative Data Intelligence Model
- (2020) Anurag Malik et al. Atmosphere
- SVM kernel based on particle swarm optimized vector and Bayesian optimized SVM in atmospheric particulate matter forecasting
- (2020) Georgios N. Kouziokas APPLIED SOFT COMPUTING
- A new W-SVM kernel combining PSO-neural network transformed vector and Bayesian optimized SVM in GDP forecasting
- (2020) Georgios N. Kouziokas ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Rainfall-runoff modeling through regression in the reproducing kernel Hilbert space algorithm
- (2020) Mir Jafar Sadegh Safari et al. JOURNAL OF HYDROLOGY
- Time-Series Prediction of Streamflows of Malaysian Rivers Using Data-Driven Techniques
- (2020) Siraj Muhammed Pandhiani et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Daily Runoff Forecasting Using a Hybrid Model Based on Variational Mode Decomposition and Deep Neural Networks
- (2019) Xinxin He et al. WATER RESOURCES MANAGEMENT
- Hybrid Wavelet-M5 Model Tree for Rainfall-Runoff Modeling
- (2019) Vahid Nourani et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Predicting the specific heat capacity of alumina/ethylene glycol nanofluids using support vector regression model optimized with Bayesian algorithm
- (2019) Ibrahim Olanrewaju Alade et al. SOLAR ENERGY
- Binary spotted hyena optimizer and its application to feature selection
- (2019) Vijay Kumar et al. Journal of Ambient Intelligence and Humanized Computing
- A novel Harris hawks’ optimization and k-fold cross-validation predicting slope stability
- (2019) Hossein Moayedi et al. ENGINEERING WITH COMPUTERS
- Evaluating the performance of four different heuristic approaches with Gamma test for daily suspended sediment concentration modeling
- (2019) Anurag Malik et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Development of multivariate adaptive regression spline integrated with differential evolution model for streamflow simulation
- (2019) Zainab Abdulelah Al-Sudani et al. JOURNAL OF HYDROLOGY
- Combination of Multiple Data-Driven Models for Long-Term Monthly Runoff Predictions Based on Bayesian Model Averaging
- (2019) Huaping Huang et al. WATER RESOURCES MANAGEMENT
- An Ensemble Decomposition-Based Artificial Intelligence Approach for Daily Streamflow Prediction
- (2019) Mohammad Rezaie-Balf et al. Water
- A new intelligent method for monthly streamflow prediction: hybrid wavelet support vector regression based on grey wolf optimizer (WSVR–GWO)
- (2019) Yazid Tikhamarine et al. Arabian Journal of Geosciences
- Harris hawks optimization: Algorithm and applications
- (2019) Ali Asghar Heidari et al. Future Generation Computer Systems-The International Journal of eScience
- Harris Hawks Optimization: A Novel Swarm Intelligence Technique for Spatial Assessment of Landslide Susceptibility
- (2019) Bui et al. SENSORS
- Ensemble gene expression programming: a new approach for evolution of parsimonious streamflow forecasting model
- (2019) Aidin Rahmani-Rezaeieh et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Application of Heuristic Approaches for Prediction of Hydrological Drought Using Multi-scalar Streamflow Drought Index
- (2019) Anurag Malik et al. WATER RESOURCES MANAGEMENT
- Support Vector Regression Integrated with Fruit Fly Optimization Algorithm for River Flow Forecasting in Lake Urmia Basin
- (2019) Saeed Samadianfard et al. Water
- Novel hybrid approaches based on evolutionary strategy for streamflow forecasting in the Chellif River, Algeria
- (2019) Mousaab Zakhrouf et al. Acta Geophysica
- Estimation of monthly reference evapotranspiration using novel hybrid machine learning approaches
- (2019) Yazid Tikhamarine et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- The viability of co-active fuzzy inference system model for monthly reference evapotranspiration estimation: case study of Uttarakhand State
- (2019) Anurag Malik et al. HYDROLOGY RESEARCH
- Hybrid forecasting model for non-stationary daily runoff series: A case study in the Han River Basin, China
- (2019) Tuo Xie et al. JOURNAL OF HYDROLOGY
- Daily streamflow prediction using optimally pruned extreme learning machine
- (2019) Rana Muhammad Adnan et al. JOURNAL OF HYDROLOGY
- Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm
- (2019) Yazid Tikhamarine et al. JOURNAL OF HYDROLOGY
- Herding Behaviors of grasshopper and Harris hawk for hybridizing the neural network in predicting the soil compression coefficient
- (2019) Hossein Moayedi et al. MEASUREMENT
- Reference evapotranspiration prediction using hybridized fuzzy model with firefly algorithm: Regional case study in Burkina Faso
- (2018) Hai Tao et al. AGRICULTURAL WATER MANAGEMENT
- Multi-verse optimizer for identifying the optimal parameters of PEMFC model
- (2018) Ahmed Fathy et al. ENERGY
- Univariate streamflow forecasting using commonly used data-driven models: literature review and case study
- (2018) Zhenghao Zhang et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Improving Streamflow Prediction Using Uncertainty Analysis and Bayesian Model Averaging
- (2018) Antonio A. Meira Neto et al. JOURNAL OF HYDROLOGIC ENGINEERING
- An improved gene expression programming model for streamflow forecasting in intermittent streams
- (2018) Ali Danandeh Mehr JOURNAL OF HYDROLOGY
- Simulating streamflow in ungauged basins under a changing climate: The importance of landscape characteristics
- (2018) Claudia Teutschbein et al. JOURNAL OF HYDROLOGY
- Daily Pan Evaporation Estimation Using Heuristic Methods with Gamma Test
- (2018) Anurag Malik et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Multi-objective spotted hyena optimizer: A Multi-objective optimization algorithm for engineering problems
- (2018) Gaurav Dhiman et al. KNOWLEDGE-BASED SYSTEMS
- Forecasting Daily Streamflow for Basins with Different Physical Characteristics through Data-Driven Methods
- (2018) Sinan Jasim Hadi et al. WATER RESOURCES MANAGEMENT
- Daily Pan Evaporation Estimation Using Heuristic Methods with Gamma Test
- (2018) Anurag Malik et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Learning from Multiple Models Using Artificial Intelligence to Improve Model Prediction Accuracies: Application to River Flows
- (2018) M. A. Ghorbani et al. WATER RESOURCES MANAGEMENT
- Stream Flow Forecasting of Poorly Gauged Mountainous Watershed by Least Square Support Vector Machine, Fuzzy Genetic Algorithm and M5 Model Tree Using Climatic Data from Nearby Station
- (2018) Rana Muhammad Adnan et al. WATER RESOURCES MANAGEMENT
- An Ant-Lion Optimizer-Trained Artificial Neural Network System for Chaotic Electroencephalogram (EEG) Prediction
- (2018) Utku Kose Applied Sciences-Basel
- Performance assessment of artificial neural networks and support vector regression models for stream flow predictions
- (2018) Ateeq-ur-Rauf et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Complementary data-intelligence model for river flow simulation
- (2018) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
- ED-SHO: A framework for solving nonlinear economic load power dispatch problem using spotted hyena optimizer
- (2018) Gaurav Dhiman et al. MODERN PHYSICS LETTERS A
- River flow prediction using hybrid PSOGSA algorithm based on feed-forward neural network
- (2018) Sarita Gajbhiye Meshram et al. SOFT COMPUTING
- An enhanced extreme learning machine model for river flow forecasting: State-of-the-art, practical applications in water resource engineering area and future research direction
- (2018) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
- Practical Bayesian support vector regression for financial time series prediction and market condition change detection
- (2017) T. Law et al. QUANTITATIVE FINANCE
- Streamflow Forecasting Using Empirical Wavelet Transform and Artificial Neural Networks
- (2017) Tian Peng et al. Water
- The Whale Optimization Algorithm
- (2016) Seyedali Mirjalili et al. ADVANCES IN ENGINEERING SOFTWARE
- Evaluating the support vector machine for suspended sediment load forecasting based on gamma test
- (2016) Sharareh Rashidi et al. Arabian Journal of Geosciences
- Discrete principal-monotonicity inference for hydro-system analysis under irregular nonlinearities, data uncertainties, and multivariate dependencies. Part I: methodology development
- (2016) Guanhui Cheng et al. HYDROLOGICAL PROCESSES
- A Multi-Verse Optimizer with Levy Flights for Numerical Optimization and Its Application in Test Scheduling for Network-on-Chip
- (2016) Cong Hu et al. PLoS One
- Taking the Human Out of the Loop: A Review of Bayesian Optimization
- (2016) Bobak Shahriari et al. PROCEEDINGS OF THE IEEE
- Enhancing Long-Term Streamflow Forecasting and Predicting using Periodicity Data Component: Application of Artificial Intelligence
- (2016) Zaher Mundher Yaseen et al. WATER RESOURCES MANAGEMENT
- Regionalization of land-use impacts on streamflow using a network of paired catchments
- (2016) Boris F. Ochoa-Tocachi et al. WATER RESOURCES RESEARCH
- 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
- The Ant Lion Optimizer
- (2015) Seyedali Mirjalili ADVANCES IN ENGINEERING SOFTWARE
- How effective is the Grey Wolf optimizer in training multi-layer perceptrons
- (2015) Seyedali Mirjalili APPLIED INTELLIGENCE
- Artificial intelligence based models for stream-flow forecasting: 2000–2015
- (2015) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
- Long-term runoff study using SARIMA and ARIMA models in the United States
- (2015) Mohammad Valipour METEOROLOGICAL APPLICATIONS
- Multi-Verse Optimizer: a nature-inspired algorithm for global optimization
- (2015) Seyedali Mirjalili et al. NEURAL COMPUTING & APPLICATIONS
- Pan Evaporation Simulation Based on Daily Meteorological Data Using Soft Computing Techniques and Multiple Linear Regression
- (2015) Anurag Malik et al. WATER RESOURCES MANAGEMENT
- Improved annual rainfall-runoff forecasting using PSO–SVM model based on EEMD
- (2015) Wen-chuan Wang et al. JOURNAL OF HYDROINFORMATICS
- Grey Wolf Optimizer
- (2014) Seyedali Mirjalili et al. ADVANCES IN ENGINEERING SOFTWARE
- Hybrid PSO–SVM-based method for long-term forecasting of turbidity in the Nalón river basin: A case study in Northern Spain
- (2014) P.J. García Nieto et al. ECOLOGICAL ENGINEERING
- A Conjunction Method of Wavelet Transform-Particle Swarm Optimization-Support Vector Machine for Streamflow Forecasting
- (2014) Fanping Zhang et al. Journal of Applied Mathematics
- A hybrid SVM-PSO model for forecasting monthly streamflow
- (2013) Ch. Sudheer et al. NEURAL COMPUTING & APPLICATIONS
- Daily suspended sediment load prediction using artificial neural networks and support vector machines
- (2012) E. Kakaei Lafdani et al. JOURNAL OF HYDROLOGY
- Comparison of the ARMA, ARIMA, and the autoregressive artificial neural network models in forecasting the monthly inflow of Dez dam reservoir
- (2012) Mohammad Valipour et al. JOURNAL OF HYDROLOGY
- LIBSVM
- (2012) Chih-Chung Chang et al. ACM Transactions on Intelligent Systems and Technology
- 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
- Data-driven models for monthly streamflow time series prediction
- (2010) C.L. Wu et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Comparison of LLR, MLP, Elman, NNARX and ANFIS Models—with a case study in solar radiation estimation
- (2009) A. Moghaddamnia et al. JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS
- Daily Pan Evaporation Modeling in a Hot and Dry Climate
- (2009) J. Piri et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Predicting monthly streamflow using data-driven models coupled with data-preprocessing techniques
- (2009) C. L. Wu et al. WATER RESOURCES RESEARCH
- Model data selection using gamma test for daily solar radiation estimation
- (2008) R. Remesan et al. HYDROLOGICAL PROCESSES
- Data-driven modelling: some past experiences and new approaches
- (2007) Dimitri P. Solomatine et al. JOURNAL OF HYDROINFORMATICS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now