Spatial prediction of the geological hazard vulnerability of mountain road network using machine learning algorithms

A novel data-driven approach to pairwise comparisons in AHP using fuzzy relations and matrices for landslide susceptibility assessments

(2022) Leyla Derin Cengiz et al.   Environmental Earth Sciences

GIS-based landslide susceptibility zonation mapping using the analytic hierarchy process (AHP) method in parts of Kalimpong Region of Darjeeling Himalaya

(2022) Suvam Das et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Vulnerability of road transportation networks under natural hazards: A bibliometric analysis and review

(2022) Sitti Asmah Hassan et al.   International Journal of Disaster Risk Reduction

Towards a flood vulnerability assessment of watershed using integration of decision-making trial and evaluation laboratory, analytical network process, and fuzzy theories

(2021) Farzaneh Sajedi Hosseini et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Prediction of the Mechanical Properties of Titanium Alloy Castings Based on a Back-Propagation Neural Network

(2021) Yanju Wang et al.   JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE

Earthquake-induced landslide prediction using back-propagation type artificial neural network: case study in northern Iran

(2021) Ali M. Rajabi et al.   NATURAL HAZARDS

Applying deep learning and benchmark machine learning algorithms for landslide susceptibility modelling in Rorachu river basin of Sikkim Himalaya, India

(2021) Kanu Mandal et al.   Geoscience Frontiers

Landslide susceptibility assessment in the Himalayan range based along Kasauli – Parwanoo road corridor using weight of evidence, information value, and frequency ratio

(2021) Abdullah H. Alsabhan et al.   JOURNAL OF KING SAUD UNIVERSITY SCIENCE

Assessing potential likelihood and impacts of landslides on transportation network vulnerability

(2020) Qian Zhang et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Developing a landslide vulnerability assessment for the national road network in Laos

(2020) G.J. Hearn et al.   Quarterly Journal of Engineering Geology and Hydrogeology

Assessing Spatial Flood Vulnerability at Kalapara Upazila in Bangladesh Using an Analytic Hierarchy Process

(2019) Muhammad Hoque et al.   SENSORS

Risk analysis of forest roads using landslide susceptibility maps and generation of the optimum forest road route: a case study in Macka, Turkey

(2019) Fatih Kadi et al.   Geocarto International

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 modeling applying machine learning methods: A case study from Longju in the Three Gorges Reservoir area, China

(2018) Chao Zhou et al.   COMPUTERS & GEOSCIENCES

Spatial prediction of landslide susceptibility using an adaptive neuro-fuzzy inference system combined with frequency ratio, generalized additive model, and support vector machine techniques

(2017) Wei Chen et al.   GEOMORPHOLOGY

Oblique random forest ensemble via Least Square Estimation for time series forecasting

(2017) Xueheng Qiu et al.   INFORMATION SCIENCES

Analysis of social vulnerability of residential community to hazards in Tianjin, China

(2017) Yi Lixin et al.   NATURAL HAZARDS

Landslide susceptibility mapping using random forest and boosted tree models in Pyeong-Chang, Korea

(2017) Jeong-Cheol Kim et al.   Geocarto International

Hazard assessment of potentially dangerous bodies within a cliff based on the Fuzzy-AHP method: a case study of the Mogao Grottoes, China

(2016) Zhiqian Guo et al.   Bulletin of Engineering Geology and the Environment

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

Landslide susceptibility evaluation based on BPNN and GIS: a case of Guojiaba in the Three Gorges Reservoir Area

(2015) Kai Xu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Assessment of socioeconomic vulnerability to landslides using an indicator-based approach: methodology and case studies

(2014) U. M. K. Eidsvig et al.   Bulletin of Engineering Geology and the Environment

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

A GIS-based extended fuzzy multi-criteria evaluation for landslide susceptibility mapping

(2014) Bakhtiar Feizizadeh et al.   COMPUTERS & GEOSCIENCES

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

Human vulnerability to quick shallow landslides along road: fleeing process and modeling

(2014) S. Zhang et al.   Landslides

Landslide susceptibility assessment using SVM machine learning algorithm

(2011) Miloš Marjanović et al.   ENGINEERING GEOLOGY

A Spatial–Contextual Support Vector Machine for Remotely Sensed Image Classification

(2011) Cheng-Hsuan Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling

(2009) Biswajeet Pradhan et al.   ENVIRONMENTAL MODELLING & SOFTWARE

GIS-based logistic regression for landslide susceptibility mapping of the Zhongxian segment in the Three Gorges area, China

(2009) Shi-Biao Bai et al.   GEOMORPHOLOGY

Regional landslide susceptibility analysis using back-propagation neural network model at Cameron Highland, Malaysia

(2009) Biswajeet Pradhan et al.   Landslides

A simplified method for assessing landslide damage indices

(2009) Olga Petrucci et al.   NATURAL HAZARDS