Approaches for Optimizing the Performance of Adaptive Neuro-Fuzzy Inference System and Least-Squares Support Vector Machine in Precipitation Modeling
出版年份 2021 全文链接
标题
Approaches for Optimizing the Performance of Adaptive Neuro-Fuzzy Inference System and Least-Squares Support Vector Machine in Precipitation Modeling
作者
关键词
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出版物
JOURNAL OF HYDROLOGIC ENGINEERING
Volume 26, Issue 4, Pages 04021010
出版商
American Society of Civil Engineers (ASCE)
发表日期
2021-02-16
DOI
10.1061/(asce)he.1943-5584.0002069
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Optimal construction of an open channel by considering different conditions and uncertainty: application of evolutionary methods
- (2020) Saeed Farzin et al. ENGINEERING OPTIMIZATION
- Introducing a framework for modeling of drug electrochemical removal from wastewater based on data mining algorithms, scatter interpolation method, and multi criteria decision analysis (DID)
- (2020) Saeed Farzin et al. JOURNAL OF CLEANER PRODUCTION
- Comparison of LSSVR, M5RT, NF-GP, and NF-SC Models for Predictions of Hourly Wind Speed and Wind Power Based on Cross-Validation
- (2019) Rana Adnan et al. Energies
- Modeling long term monthly rainfall using geographical inputs: Assessing heuristic and geo‐statistical models
- (2019) Ozgur Kisi et al. METEOROLOGICAL APPLICATIONS
- Comparative evaluation of intelligent algorithms to improve adaptive neuro-fuzzy inference system performance in precipitation modelling
- (2019) Armin Azad et al. JOURNAL OF HYDROLOGY
- An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration
- (2019) Mohammad Ehteram et al. PLoS One
- Optimized Artificial Neural Networks-Based Methods for Statistical Downscaling of Gridded Precipitation Data
- (2019) Amir Hossein Salimi et al. Water
- Assessment of Artificial Intelligence–Based Models and Metaheuristic Algorithms in Modeling Evaporation
- (2019) Mohammad Zounemat-Kermani et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Least square support vector machine and multivariate adaptive regression splines for streamflow prediction in mountainous basin using hydro-meteorological data as inputs
- (2019) Rana Muhammad Adnan et al. JOURNAL OF HYDROLOGY
- PSO-LSSVR Assisted GPS/INS Positioning in Occlusion Region
- (2019) Li Xiaoming et al. SENSORS
- 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
- Recent advances in neuro-fuzzy system: A survey
- (2018) K.V. Shihabudheen et al. KNOWLEDGE-BASED SYSTEMS
- Monthly long-term rainfall estimation in Central India using M5Tree, MARS, LSSVR, ANN and GEP models
- (2018) Rasoul Mirabbasi et al. NEURAL COMPUTING & APPLICATIONS
- Data-driven ensemble model to statistically downscale rainfall using nonlinear predictor screening approach
- (2018) Vahid Nourani et al. JOURNAL OF HYDROLOGY
- Investigation of neural network and fuzzy inference neural network and their optimization using meta-algorithms in river flood routing
- (2018) Mohammad R. Hassanvand et al. NATURAL HAZARDS
- Prediction of river flow using hybrid neuro-fuzzy models
- (2018) Armin Azad et al. Arabian Journal of Geosciences
- Utilization of WGEP and WDT Models by Wavelet Denoising to Predict Water Quality Parameters in Rivers
- (2018) Taher Rajaee et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Modeling Groundwater Quality Parameters Using Hybrid Neuro-Fuzzy Methods
- (2018) Ozgur Kisi et al. WATER RESOURCES MANAGEMENT
- Application of adaptive neuro fuzzy interface system optimized with evolutionary algorithms for modeling CO 2 -crude oil minimum miscibility pressure
- (2017) Abdorreza Karkevandi-Talkhooncheh et al. FUEL
- Choice of rainfall inputs for event-based rainfall-runoff modeling in a catchment with multiple rainfall stations using data-driven techniques
- (2017) Tak Kwin Chang et al. JOURNAL OF HYDROLOGY
- Modeling groundwater fluctuations by three different evolutionary neural network techniques using hydroclimatic data
- (2017) Ozgur Kisi et al. NATURAL HAZARDS
- Prediction of River Runoff Using Fuzzy Theory and Direct Search Optimization Algorithm Coupled Model
- (2016) M. Mohammad Rezapour Tabari ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING
- Feasibility of PSO-ANN model for predicting surface settlement caused by tunneling
- (2016) Mahdi Hasanipanah et al. ENGINEERING WITH COMPUTERS
- Assessment of Institutions in Sustainable Urban-Management Effects on Sustainable Development of Tehran: Learning from a Developing Country
- (2016) Ali Hosseini et al. JOURNAL OF URBAN PLANNING AND DEVELOPMENT
- Vertical extrapolation of wind speed using artificial neural network hybrid system
- (2016) Md. Saiful Islam et al. NEURAL COMPUTING & APPLICATIONS
- Assessment of Institutions in Sustainable Urban-Management Effects on Sustainable Development of Tehran: Learning from a Developing Country
- (2016) Ali Hosseini et al. JOURNAL OF URBAN PLANNING AND DEVELOPMENT
- The application of ANFIS prediction models for thermal error compensation on CNC machine tools
- (2015) Ali M. Abdulshahed et al. APPLIED SOFT COMPUTING
- Seasonal rainfall forecasting by adaptive network-based fuzzy inference system (ANFIS) using large scale climate signals
- (2015) F. Mekanik et al. CLIMATE DYNAMICS
- Prediction of long-term monthly precipitation using several soft computing methods without climatic data
- (2015) Ozgur Kisi et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Modelling long-term monthly temperatures by several data-driven methods using geographical inputs
- (2015) Ozgur Kisi et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Dynamic coupling of support vector machine and K-nearest neighbour for downscaling daily rainfall
- (2015) Manjula Devak et al. JOURNAL OF HYDROLOGY
- Optimal design of adaptive neuro-fuzzy inference system using genetic algorithm for electricity demand forecasting in Iranian industry
- (2015) Shahram Mollaiy-Berneti SOFT COMPUTING
- Using of hybrid fuzzy models to predict spatiotemporal groundwater quality parameters
- (2015) Amir Jalalkamali Earth Science Informatics
- Applying a sophisticated approach to predict CO2solubility in brines: application to CO2sequestration
- (2015) Mohammad Ali Ahmadi et al. International Journal of Low-Carbon Technologies
- The Markovian arrival process: A statistical model for daily precipitation amounts
- (2014) Pepa Ramírez-Cobo et al. JOURNAL OF HYDROLOGY
- Earthquake magnitude prediction by adaptive neuro-fuzzy inference system (ANFIS) based on fuzzy C-means algorithm
- (2014) Masoomeh Mirrashid NATURAL HAZARDS
- Novel MLP neural network with hybrid tabu search algorithm
- (2014) M. R. Peyghami et al. Neural Network World
- Improving Rainfall Forecasting Efficiency Using Modified Adaptive Neuro-Fuzzy Inference System (MANFIS)
- (2013) Seyed Ahmad Akrami et al. WATER RESOURCES MANAGEMENT
- Towards adaptive and integrated management paradigms to meet the challenges of water governance
- (2013) J. Halbe et al. WATER SCIENCE AND TECHNOLOGY
- Evolving artificial neural network and imperialist competitive algorithm for prediction oil flow rate of the reservoir
- (2012) Mohammad Ali Ahmadi et al. APPLIED SOFT COMPUTING
- Ant colony optimization for continuous domains
- (2006) Krzysztof Socha et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
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