标题
Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling
作者
关键词
-
出版物
Forests
Volume 10, Issue 2, Pages 157
出版商
MDPI AG
发表日期
2019-02-13
DOI
10.3390/f10020157
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。- Spatial prediction of landslide susceptibility using data mining-based kernel logistic regression, naive Bayes and RBFNetwork models for the Long County area (China)
- (2018) Wei Chen et al. Bulletin of Engineering Geology and the Environment
- Performance evaluation of the GIS-based data mining techniques of best-first decision tree, random forest, and naïve Bayes tree for landslide susceptibility modeling
- (2018) Wei Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Landslide susceptibility modelling using GIS-based machine learning techniques for Chongren County, Jiangxi Province, China
- (2018) Wei Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A Novel Hybrid Approach of Bayesian Logistic Regression and Its Ensembles for Landslide Susceptibility Assessment
- (2018) Mousa Abedini et al. Geocarto International
- Hybrid Integration Approach of Entropy with Logistic Regression and Support Vector Machine for Landslide Susceptibility Modeling
- (2018) Tingyu Zhang et al. Entropy
- Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression
- (2018) Wei Chen et al. Applied Sciences-Basel
- Shallow landslide susceptibility assessment using a novel hybrid intelligence approach
- (2017) Ataollah Shirzadi et al. Environmental Earth Sciences
- A novel hybrid artificial intelligence approach based on the rotation forest ensemble and naïve Bayes tree classifiers for a landslide susceptibility assessment in Langao County, China
- (2017) Wei Chen et al. Geomatics Natural Hazards & Risk
- 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
- 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
- Landslide susceptibility analysis in central Vietnam based on an incomplete landslide inventory: Comparison of a new method to calculate weighting factors by means of bivariate statistics
- (2015) Markus Meinhardt et al. GEOMORPHOLOGY
- Manifestation of LiDAR-Derived Parameters in the Spatial Prediction of Landslides Using Novel Ensemble Evidential Belief Functions and Support Vector Machine Models in GIS
- (2015) Mustafa Neamah Jebur et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree
- (2015) Dieu Tien Bui et al. Landslides
- Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia
- (2015) Ahmed Mohamed Youssef et al. Landslides
- Mapping of rainfall-induced landslide susceptibility in Wencheng, China, using support vector machine
- (2015) Cheng Su et al. NATURAL HAZARDS
- An integrated artificial neural network model for the landslide susceptibility assessment of Osado Island, Japan
- (2015) Jie Dou et al. NATURAL HAZARDS
- Landslide susceptibility mapping using GIS-based statistical models and Remote sensing data in tropical environment
- (2015) Himan Shahabi et al. Scientific Reports
- Earthquake induced landslide susceptibility mapping using an integrated ensemble frequency ratio and logistic regression models in West Sumatera Province, Indonesia
- (2014) Zahrul Umar et al. CATENA
- Landslide susceptibility mapping at Vaz Watershed (Iran) using an artificial neural network model: a comparison between multilayer perceptron (MLP) and radial basic function (RBF) algorithms
- (2013) Mohammad Zare et al. Arabian Journal of Geosciences
- A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS
- (2012) Biswajeet Pradhan COMPUTERS & GEOSCIENCES
- Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility mapping at Haraz watershed, Iran
- (2012) Hamid Reza Pourghasemi et al. NATURAL HAZARDS
- A comparison of landslide susceptibility mapping of the eastern part of the North Anatolian Fault Zone (Turkey) by likelihood-frequency ratio and analytic hierarchy process methods
- (2012) Gökhan Demir et al. NATURAL HAZARDS
- Classifier ensemble construction with rotation forest to improve medical diagnosis performance of machine learning algorithms
- (2011) Akin Ozcift et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS
- (2011) Dieu Tien Bui et al. COMPUTERS & GEOSCIENCES
- Susceptibility assessment of earthquake-induced landslides using Bayesian network: A case study in Beichuan, China
- (2011) Yiquan Song et al. COMPUTERS & GEOSCIENCES
- GIS-based rare events logistic regression for landslide-susceptibility mapping of Lianyungang, China
- (2010) Shibiao Bai et al. Environmental Earth Sciences
- Comparison of landslide susceptibility mapping methodologies for Koyulhisar, Turkey: conditional probability, logistic regression, artificial neural networks, and support vector machine
- (2009) Işık Yilmaz Environmental Earth Sciences
- Guidelines for landslide susceptibility, hazard and risk zoning for land use planning
- (2008) Robin Fell et al. ENGINEERING GEOLOGY
- Implementation of reconstructed geomorphologic units in landslide susceptibility mapping: the Melen Gorge (NW Turkey)
- (2008) T. Gorum et al. NATURAL HAZARDS
- Genetic tracker with adaptive neuro-fuzzy inference system for multiple target tracking
- (2007) I. Turkmen et al. EXPERT SYSTEMS WITH APPLICATIONS
- Comparing landslide inventory maps
- (2007) Mirco Galli et al. GEOMORPHOLOGY
- Landslide susceptibility mapping for a part of tectonic Kelkit Valley (Eastern Black Sea region of Turkey)
- (2007) Hakan A. Nefeslioglu et al. GEOMORPHOLOGY
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