Flood spatial prediction modeling using a hybrid of meta-optimization and support vector regression modeling
出版年份 2021 全文链接
标题
Flood spatial prediction modeling using a hybrid of meta-optimization and support vector regression modeling
作者
关键词
Flood-susceptibility map, Support vector regression, Grasshopper optimization algorithm, Particle swarm optimization, Qazvin Plain
出版物
CATENA
Volume 199, Issue -, Pages 105114
出版商
Elsevier BV
发表日期
2021-01-08
DOI
10.1016/j.catena.2020.105114
参考文献
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- (2020) Mutiara Syifa et al. Remote Sensing
- Modeling and Uncertainty Analysis of Groundwater Level Using Six Evolutionary Optimization Algorithms Hybridized with ANFIS, SVM, and ANN
- (2020) Akram Seifi et al. Sustainability
- A Comparative Assessment of Flood Susceptibility Modeling Using Multi-Criteria Decision-Making Analysis and Machine Learning Methods
- (2019) Khabat Khosravi et al. JOURNAL OF HYDROLOGY
- Meta optimization of an adaptive neuro-fuzzy inference system with grey wolf optimizer and biogeography-based optimization algorithms for spatial prediction of landslide susceptibility
- (2019) Abolfazl Jaafari et al. CATENA
- A new approach to flood susceptibility assessment in data-scarce and ungauged regions based on GIS-based hybrid multi criteria decision-making method
- (2019) Yousef Kanani-Sadat et al. JOURNAL OF HYDROLOGY
- A Quantum Particle Swarm Optimization Algorithm with Teamwork Evolutionary Strategy
- (2019) Guoqiang Liu et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)
- (2019) Dieu Tien Bui et al. SENSORS
- SEVUCAS: A Novel GIS-Based Machine Learning Software for Seismic Vulnerability Assessment
- (2019) Saro Lee et al. Applied Sciences-Basel
- Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm
- (2019) Yi Wang et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Two-phase particle swarm optimized-support vector regression hybrid model integrated with improved empirical mode decomposition with adaptive noise for multiple-horizon electricity demand forecasting
- (2018) Mohanad S. AL-Musaylh et al. APPLIED ENERGY
- A regional hybrid GOA-SVM model based on similar day approach for short-term load forecasting in Assam, India
- (2018) Mayur Barman et al. ENERGY
- Improved grasshopper optimization algorithm using opposition-based learning
- (2018) Ahmed A. Ewees et al. EXPERT SYSTEMS WITH APPLICATIONS
- Effects of an extreme flood on river morphology (case study: Karoon River, Iran)
- (2018) Saleh Yousefi et al. GEOMORPHOLOGY
- Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping
- (2018) Hossein Shafizadeh-Moghadam et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran
- (2018) Khabat Khosravi et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution
- (2018) Haoyuan Hong et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Flood susceptibility mapping using novel ensembles of adaptive neuro fuzzy inference system and metaheuristic algorithms
- (2018) Seyed Vahid Razavi Termeh et al. SCIENCE OF THE TOTAL ENVIRONMENT
- River suspended sediment modelling using the CART model: A comparative study of machine learning techniques
- (2018) Bahram Choubin et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Flood risk assessment in metro systems of mega-cities using a GIS-based modeling approach
- (2018) Hai-Min Lyu et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Recent meta-heuristic grasshopper optimization algorithm for optimal reconfiguration of partially shaded PV array
- (2018) Ahmed Fathy SOLAR ENERGY
- Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA)
- (2018) M. Ahmadlou et al. Geocarto International
- New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling
- (2018) Dieu Tien Bui et al. Water
- Assessment of Machine Learning Techniques for Monthly Flow Prediction
- (2018) Zahra Alizadeh et al. Water
- An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines
- (2018) Bahram Choubin et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Stream Power Application for Bridge-Damage Probability Mapping Based on Empirical Evidence from Tropical Storm Irene
- (2017) Ian Anderson et al. Journal of Bridge Engineering
- A hybrid particle swarm optimization and support vector regression model for modelling permeability prediction of hydrocarbon reservoir
- (2017) Kabiru. O. Akande et al. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING
- Spatial prediction of flood susceptibility using random-forest and boosted-tree models in Seoul metropolitan city, Korea
- (2017) Sunmin Lee et al. Geomatics Natural Hazards & Risk
- Ensemble machine-learning-based geospatial approach for flood risk assessment using multi-sensor remote-sensing data and GIS
- (2017) Hossein Mojaddadi et al. Geomatics Natural Hazards & Risk
- Application of GIS-Interval Rough AHP Methodology for Flood Hazard Mapping in Urban Areas
- (2017) Ljubomir Gigović et al. Water
- A Support Vector Machine for Landslide Susceptibility Mapping in Gangwon Province, Korea
- (2017) Saro Lee et al. Sustainability
- Improved CEEMDAN and PSO-SVR Modeling for Near-Infrared Noninvasive Glucose Detection
- (2016) Xiaoli Li et al. Computational and Mathematical Methods in Medicine
- Prediction of air-overpressure caused by mine blasting using a new hybrid PSO–SVR model
- (2016) Mahdi Hasanipanah et al. ENGINEERING WITH COMPUTERS
- Flash flood susceptibility analysis and its mapping using different bivariate models in Iran: a comparison between Shannon’s entropy, statistical index, and weighting factor models
- (2016) Khabat Khosravi et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Hybrid artificial intelligence approach based on neural fuzzy inference model and metaheuristic optimization for flood susceptibilitgy modeling in a high-frequency tropical cyclone area using GIS
- (2016) Dieu Tien Bui et al. JOURNAL OF HYDROLOGY
- A Hybrid Model of EMD and PSO-SVR for Short-Term Load Forecasting in Residential Quarters
- (2016) Xiping Wang et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- A GIS-based flood susceptibility assessment and its mapping in Iran: a comparison between frequency ratio and weights-of-evidence bivariate statistical models with multi-criteria decision-making technique
- (2016) Khabat Khosravi et al. NATURAL HAZARDS
- An effective semi-cross-validation model selection method for extreme learning machine with ridge regression
- (2015) Zhifei Shao et al. NEUROCOMPUTING
- Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method
- (2015) Mahyat Shafapour Tehrany et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- Landslide susceptibility assesssment in the Uttarakhand area (India) using GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neural networks, and functional trees methods
- (2015) Binh Thai Pham et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Flood susceptibility mapping using frequency ratio and weights-of-evidence models in the Golastan Province, Iran
- (2015) Omid Rahmati et al. Geocarto International
- Flood hazard zoning in Yasooj region, Iran, using GIS and multi-criteria decision analysis
- (2015) Omid Rahmati et al. Geomatics Natural Hazards & Risk
- Suitability of spaceborne digital elevation models of different scales in topographic analysis: an example from Kerala, India
- (2014) Jobin Thomas et al. Environmental Earth Sciences
- Evolutionary learning of fuzzy grey cognitive maps for the forecasting of multivariate, interval-valued time series
- (2014) Wojciech Froelich et al. INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
- Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS
- (2014) Mahyat Shafapour Tehrany et al. JOURNAL OF HYDROLOGY
- Wavelet Genetic Algorithm-Support Vector Regression (Wavelet GA-SVR) for Monthly Flow Forecasting
- (2014) Aman Mohammad Kalteh WATER RESOURCES MANAGEMENT
- Attribute selection based on information gain ratio in fuzzy rough set theory with application to tumor classification
- (2012) Jianhua Dai et al. APPLIED SOFT COMPUTING
- Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
- (2012) Carsten F. Dormann et al. ECOGRAPHY
- Cyclic electric load forecasting by seasonal SVR with chaotic genetic algorithm
- (2012) Wei-Chiang Hong et al. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
- A GIS-based comparative study of frequency ratio, analytical hierarchy process, bivariate statistics and logistics regression methods for landslide susceptibility mapping in Trabzon, NE Turkey
- (2011) A. Yalcin et al. CATENA
- An artificial neural network model for flood simulation using GIS: Johor River Basin, Malaysia
- (2011) Masoud Bakhtyari Kia et al. Environmental Earth Sciences
- Integrated application of the analytic hierarchy process and the geographic information system for flood risk assessment and flood plain management in Taiwan
- (2011) Yi-Ru Chen et al. NATURAL HAZARDS
- Urban flood hazard zoning in Tucumán Province, Argentina, using GIS and multicriteria decision analysis
- (2010) D.S. Fernández et al. ENGINEERING GEOLOGY
- Comparison of metaheuristic techniques to determine optimal placement of biomass power plants
- (2009) P. Reche-López et al. ENERGY CONVERSION AND MANAGEMENT
- A model for rolling swarms of locusts
- (2008) C. M. Topaz et al. European Physical Journal-Special Topics
- Particle swarm optimization approach to portfolio optimization
- (2008) Tunchan Cura NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS
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