Using hybrid artificial intelligence approach based on a neuro-fuzzy system and evolutionary algorithms for modeling landslide susceptibility in East Azerbaijan Province, Iran
出版年份 2021 全文链接
标题
Using hybrid artificial intelligence approach based on a neuro-fuzzy system and evolutionary algorithms for modeling landslide susceptibility in East Azerbaijan Province, Iran
作者
关键词
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出版物
Earth Science Informatics
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-07-01
DOI
10.1007/s12145-021-00644-z
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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。- A discrete shuffled frog-leaping algorithm based on heuristic information for traveling salesman problem
- (2021) Yao Huang et al. APPLIED SOFT COMPUTING
- A spatially explicit deep learning neural network model for the prediction of landslide susceptibility
- (2020) Dong Van Dao et al. CATENA
- Comparative study of landslide susceptibility mapping with different recurrent neural networks
- (2020) Yi Wang et al. COMPUTERS & GEOSCIENCES
- Integration of convolutional neural network and conventional machine learning classifiers for landslide susceptibility mapping
- (2020) Zhice Fang et al. COMPUTERS & GEOSCIENCES
- Performance Evaluation of Machine Learning Methods for Forest Fire Modeling and Prediction
- (2020) Binh Thai Pham et al. Symmetry-Basel
- An object based image analysis applied for volcanic and glacial landforms mapping in Sahand Mountain, Iran
- (2020) Bakhtiar Feizizadeh et al. CATENA
- Landslide Susceptibility Modeling Using Integrated Ensemble Weights of Evidence with Logistic Regression and Random Forest Models
- (2019) Wei Chen et al. Applied Sciences-Basel
- Predictive modeling of landslide hazards in Wen County, northwestern China based on information value, weights-of-evidence, and certainty factor
- (2019) Qiqing Wang et al. Geomatics Natural Hazards & Risk
- Landslide Susceptibility Mapping using Naïve Bayes and Bayesian Network Models in Umyeonsan, Korea
- (2019) Sunmin Lee et al. Geocarto International
- Application of artificial neural networks for predicting tree survival and mortality in the Hyrcanian forest of Iran
- (2019) Mahmoud Bayat et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- GIS-Based Groundwater Potential Mapping in Khorramabad in Lorestan, Iran, using Frequency Ratio (FR) and Weights of Evidence (WoE) Models
- (2019) Fatemeh Falah et al. Water Resources
- Landslide susceptibility modeling using different artificial intelligence methods: a case study at Muong Lay district, Vietnam
- (2019) Tran Van Phong et al. Geocarto International
- Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)
- (2019) Wei Chen et al. Applied Sciences-Basel
- Predicting uncertainty of machine learning models for modelling nitrate pollution of groundwater using quantile regression and UNEEC methods
- (2019) Omid Rahmati et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Identification of torrential valleys using GIS and a novel hybrid integration of artificial intelligence, machine learning and bivariate statistics
- (2019) Romulus Costache et al. CATENA
- A similarity-based approach to sampling absence data for landslide susceptibility mapping using data-driven methods
- (2019) A-Xing Zhu et al. CATENA
- Landslide susceptibility hazard map in southwest Sweden using artificial neural network
- (2019) Abbas Abbaszadeh Shahri et al. CATENA
- Flood susceptibility mapping using convolutional neural network frameworks
- (2019) Yi Wang et al. JOURNAL OF HYDROLOGY
- Landslide Susceptibility Evaluation Using Hybrid Integration of Evidential Belief Function and Machine Learning Techniques
- (2019) Yang Li et al. Water
- GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method
- (2018) Wei Chen et al. CATENA
- Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)
- (2018) Haoyuan Hong et al. CATENA
- Prediction of the landslide susceptibility: Which algorithm, which precision?
- (2018) Hamid Reza Pourghasemi et al. CATENA
- Landslide susceptibility modeling applying machine learning methods: A case study from Longju in the Three Gorges Reservoir area, China
- (2018) Chao Zhou et al. COMPUTERS & GEOSCIENCES
- A review of statistically-based landslide susceptibility models
- (2018) Paola Reichenbach et al. EARTH-SCIENCE REVIEWS
- Application of analytic hierarchy process, frequency ratio, and statistical index to landslide susceptibility: an approach to endangered cultural heritage
- (2018) Ionut Cristi Nicu Environmental Earth Sciences
- Comparison and evaluation of landslide susceptibility maps obtained from weight of evidence, logistic regression, and artificial neural network models
- (2018) Christos Polykretis et al. NATURAL HAZARDS
- Applying genetic algorithms to set the optimal combination of forest fire related variables and model forest fire susceptibility based on data mining models. The case of Dayu County, China
- (2018) Haoyuan Hong et al. SCIENCE OF THE TOTAL ENVIRONMENT
- 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
- Landslide Susceptibility Mapping and Comparison Using Decision Tree Models: A Case Study of Jumunjin Area, Korea
- (2018) Sung-Jae Park et al. Remote Sensing
- Landslide susceptibility mapping in the region of eastern Himalayan syntaxis, Tibetan Plateau, China: a comparison between analytical hierarchy process information value and logistic regression-information value methods
- (2018) Guoliang Du et al. Bulletin of Engineering Geology and the Environment
- Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility
- (2018) Wei Chen et al. CATENA
- Landslide susceptibility assessment at the Wuning area, China: a comparison between multi-criteria decision making, bivariate statistical and machine learning methods
- (2018) Haoyuan Hong et al. NATURAL HAZARDS
- GIS-based fully automatic landslide susceptibility analysis by weight-of-evidence and frequency ratio methods
- (2018) Derya Dilara Kose et al. PHYSICAL GEOGRAPHY
- Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping
- (2018) Ataollah Shirzadi et al. SENSORS
- A Novel Hybrid Approach of Landslide Susceptibility Modeling Using Rotation Forest Ensemble and Different Base Classifiers
- (2018) Binh Thai Pham et al. Geocarto International
- Assessment of Landslide-Prone Areas and Their Zonation Using Logistic Regression, LogitBoost, and NaïveBayes Machine-Learning Algorithms
- (2018) Hamid Pourghasemi et al. Sustainability
- A novel hybrid approach for landslide susceptibility mapping integrating analytical hierarchy process and normalized frequency ratio methods with the cloud model
- (2018) Fei Yan et al. GEOMORPHOLOGY
- Improved landslide susceptibility prediction for sustainable forest management in an altered climate
- (2017) M.G. Barik et al. ENGINEERING GEOLOGY
- A comparative study of sequential minimal optimization-based support vector machines, vote feature intervals, and logistic regression in landslide susceptibility assessment using GIS
- (2017) Binh Thai Pham et al. Environmental Earth Sciences
- Shallow landslide susceptibility assessment using a novel hybrid intelligence approach
- (2017) Ataollah Shirzadi et al. Environmental Earth Sciences
- A novel hybrid artificial intelligence approach for flood susceptibility assessment
- (2017) Kamran Chapi et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Evaluation of different machine learning models for predicting and mapping the susceptibility of gully erosion
- (2017) Omid Rahmati et al. GEOMORPHOLOGY
- An integrated approach of analytical network process and fuzzy based spatial decision making systems applied to landslide risk mapping
- (2017) Hassan Abedi Gheshlaghi et al. JOURNAL OF AFRICAN EARTH SCIENCES
- Slope Processes, Mass Movement and Soil Erosion: A Review
- (2017) Antônio José Teixeira GUERRA et al. PEDOSPHERE
- Spatial data analysis and application of evidential belief functions to shallow landslide susceptibility mapping at Mt. Umyeon, Seoul, Korea
- (2016) Ananta Man Singh Pradhan et al. Bulletin of Engineering Geology and the Environment
- Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size
- (2016) Paraskevas Tsangaratos et al. CATENA
- Grey wolf optimization based parameter selection for support vector machines
- (2016) Sathish Eswaramoorthy et al. COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING
- Performance Comparison of Particle Swarm Optimization, Differential Evolution and Artificial Bee Colony Algorithms for Fuzzy Modelling of Nonlinear Systems
- (2016) Mehmet Konar et al. Elektronika Ir Elektrotechnika
- Economic dispatch using hybrid grey wolf optimizer
- (2016) T. Jayabarathi et al. ENERGY
- Development of a landslide susceptibility assessment for a rail network
- (2016) Karlo Martinović et al. ENGINEERING GEOLOGY
- Application of time series analysis and PSO–SVM model in predicting the Bazimen landslide in the Three Gorges Reservoir, China
- (2016) Chao Zhou et al. ENGINEERING GEOLOGY
- A comparative study for landslide susceptibility mapping using GIS-based multi-criteria decision analysis (MCDA), logistic regression (LR) and association rule mining (ARM)
- (2016) Arzu Erener et al. ENGINEERING GEOLOGY
- Landslide susceptibility mapping using an ensemble statistical index (Wi) and adaptive neuro-fuzzy inference system (ANFIS) model at Alborz Mountains (Iran)
- (2016) Iman Nasiri Aghdam et al. Environmental Earth Sciences
- Surface water pathways and fluxes of metals under changing environmental conditions and human interventions in the Selenga River system
- (2016) M. Lychagin et al. Environmental Earth Sciences
- Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models
- (2016) Haoyuan Hong et al. GEOMORPHOLOGY
- Multi-objective optimization of community detection using discrete teaching–learning-based optimization with decomposition
- (2016) Debao Chen et al. INFORMATION SCIENCES
- Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam
- (2016) Dieu Tien Bui et al. International Journal of Digital Earth
- A Novel Relevance Vector Machine Classifier with Cuckoo Search Optimization for Spatial Prediction of Landslides
- (2016) Nhat-Duc Hoang et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- A new hybrid data-driven model for event-based rainfall–runoff simulation
- (2016) Guangyuan Kan et al. NEURAL COMPUTING & APPLICATIONS
- Binary grey wolf optimization approaches for feature selection
- (2016) E. Emary et al. NEUROCOMPUTING
- A GIS-based comparative study of Dempster-Shafer, logistic regression and artificial neural network models for landslide susceptibility mapping
- (2016) Wei Chen et al. Geocarto International
- Rainfall-induced landslide susceptibility assessment at the Chongren area (China) using frequency ratio, certainty factor, and index of entropy
- (2016) Haoyuan Hong et al. Geocarto International
- Landslide susceptibility mapping by comparing weight of evidence, fuzzy logic, and frequency ratio methods
- (2016) V. Vakhshoori et al. Geomatics Natural Hazards & Risk
- The Efficiency of Setting Parameters in a Modified Shuffled Frog Leaping Algorithm Applied to Optimizing Water Distribution Networks
- (2016) Daniel Mora-Melia et al. Water
- Flash Flood Hazard Susceptibility Mapping Using Frequency Ratio and Statistical Index Methods in Coalmine Subsidence Areas
- (2016) Chen Cao et al. Sustainability
- Fuzzy Multilevel Image Thresholding Based on Modified Discrete Grey Wolf Optimizer and Local Information Aggregation
- (2016) Linguo Li et al. IEEE Access
- Optimal fuzzy controller parameters using PSO for speed control of Quasi-Z Source DC/DC converter fed drive
- (2015) M. Ranjani et al. APPLIED SOFT COMPUTING
- TSK fuzzy model with minimal parameters
- (2015) Ouahib Guenounou et al. APPLIED SOFT COMPUTING
- A comparative study of statistical index and certainty factor models in landslide susceptibility mapping: a case study for the Shangzhou District, Shaanxi Province, China
- (2015) Chengxi Zhao et al. Arabian Journal of Geosciences
- Single and Multi-objective Optimal Power Flow Using Grey Wolf Optimizer and Differential Evolution Algorithms
- (2015) Attia A. El-Fergany et al. ELECTRIC POWER COMPONENTS AND SYSTEMS
- Selecting optimal conditioning factors in shallow translational landslide susceptibility mapping using genetic algorithm
- (2015) Taskin Kavzoglu et al. ENGINEERING GEOLOGY
- Abe Barek landslide and landslide susceptibility assessment in Badakhshan Province, Afghanistan
- (2015) Jianqiang Zhang et al. Landslides
- Multi-Verse Optimizer: a nature-inspired algorithm for global optimization
- (2015) Seyedali Mirjalili et al. NEURAL COMPUTING & APPLICATIONS
- Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems
- (2015) Seyedali Mirjalili NEURAL COMPUTING & APPLICATIONS
- Flood hazard zoning in Yasooj region, Iran, using GIS and multi-criteria decision analysis
- (2015) Omid Rahmati et al. Geomatics Natural Hazards & Risk
- Optimization of Causative Factors for Landslide Susceptibility Evaluation Using Remote Sensing and GIS Data in Parts of Niigata, Japan
- (2015) Jie Dou et al. PLoS One
- An uncertainty and sensitivity analysis approach for GIS-based multicriteria landslide susceptibility mapping
- (2014) Bakhtiar Feizizadeh et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Application of data-driven evidential belief functions to landslide susceptibility mapping in Jinbu, Korea
- (2012) S. Lee et al. CATENA
- GIS-based ordered weighted averaging and Dempster–Shafer methods for landslide susceptibility mapping in the Urmia Lake Basin, Iran
- (2012) Bakhtiar Feizizadeh et al. International Journal of Digital Earth
- GIS-multicriteria decision analysis for landslide susceptibility mapping: comparing three methods for the Urmia lake basin, Iran
- (2012) Bakhtiar Feizizadeh et al. NATURAL HAZARDS
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