Related references
Note: Only part of the references are listed.Slope stability machine learning predictions on spatially variable random fields with and without factor of safety calculations
Mohammad Aminpour et al.
COMPUTERS AND GEOTECHNICS (2023)
A generalized artificial intelligence model for estimating the friction angle of clays in evaluating slope stability using a deep neural network and Harris Hawks optimization algorithm
Hong Zhang et al.
ENGINEERING WITH COMPUTERS (2022)
Time-dependent reliability analysis of unsaturated slopes under rapid drawdown with intelligent surrogate models
Carlotta Guardiani et al.
ACTA GEOTECHNICA (2022)
Comparative performance of eight ensemble learning approaches for the development of models of slope stability prediction
Shan Lin et al.
ACTA GEOTECHNICA (2022)
A maximum entropy method using fractional moments and deep learning for geotechnical reliability analysis
Ze Zhou Wang et al.
ACTA GEOTECHNICA (2022)
Deep learning for efficient stochastic analysis with spatial variability
Xuzhen He et al.
ACTA GEOTECHNICA (2022)
Displacement prediction of Jiuxianping landslide using gated recurrent unit (GRU) networks
Wengang Zhang et al.
ACTA GEOTECHNICA (2022)
Performance of artificial neural network and convolutional neural network on slope failure prediction using data from the random finite element method
Cheng-Hsi Hsiao et al.
ACTA GEOTECHNICA (2022)
Simultaneous slope design optimisation and stability assessment using a genetic algorithm and a fully automatic image-based analysis
Dakshith Ruvin Wijesinghe et al.
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS (2022)
A review of time-dependent reliability analyses of slopes: Research progress, influencing factors, and future research directions
Min Xiong et al.
TRANSPORTATION GEOTECHNICS (2022)
Binary classification method for efficient and accurate system reliability analyses of layered soil slopes
Peng Zeng et al.
GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS (2022)
Ensemble learning-based classification models for slope stability analysis
Khanh Pham et al.
CATENA (2021)
Efficient reliability analysis of slopes integrating the random field method and a Gaussian process regression-based surrogate model
Bin Zhu et al.
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS (2021)
Novel approach to efficient slope reliability analysis in spatially variable soils
Ze-Zhou Wang et al.
ENGINEERING GEOLOGY (2021)
Metamodel-Based Reliability Analysis in Spatially Variable Soils Using Convolutional Neural Networks
Ze Zhou Wang et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2021)
Machine learning-based uncertainty modelling of mechanical properties of soft clays relating to time-dependent behavior and its application
Pin Zhang et al.
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS (2021)
Slope reliability analysis in spatially variable soils using sliced inverse regression-based multivariate adaptive regression spline
Zhi-Ping Deng et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2021)
Efficient reliability analysis considering uncertainty in random field parameters: Trained neural networks as surrogate models
Xuzhen He et al.
COMPUTERS AND GEOTECHNICS (2021)
Three-dimensional slope stability predictions using artificial neural networks
Jingjing Meng et al.
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS (2021)
Slope Stability Analysis Using Rf, Gbm, Cart, Bt and Xgboost
Jayanti Prabha Bharti et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2021)
Probabilistic stability analysis of earth dam slope under transient seepage using multivariate adaptive regression splines
Lin Wang et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2020)
Efficient reliability analysis of earth dam slope stability using extreme gradient boosting method
Lin Wang et al.
ACTA GEOTECHNICA (2020)
Machine learning aided stochastic reliability analysis of spatially variable slopes
Xuzhen He et al.
COMPUTERS AND GEOTECHNICS (2020)
Advanced reliability analysis of slopes in spatially variable soils using multivariate adaptive regression splines
Leilei Liu et al.
GEOSCIENCE FRONTIERS (2019)
Reliability assessment on stability of tunnelling perpendicularly beneath an existing tunnel considering spatial variabilities of rock mass properties
Chen Fuyong et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2019)
Slope stability prediction using integrated metaheuristic and machine learning approaches: A comparative study
Chongchong Qi et al.
COMPUTERS & INDUSTRIAL ENGINEERING (2018)
System Reliability Analysis of Soil Slopes Using an Advanced Kriging Metamodel and Quasi-Monte Carlo Simulation
Lei-Lei Liu et al.
INTERNATIONAL JOURNAL OF GEOMECHANICS (2018)
Prediction of Slope Stability Using Four Supervised Learning Methods
Yun Lin et al.
IEEE ACCESS (2018)
On the efficient estimation of small failure probability in slopes
Jinsong Huang et al.
LANDSLIDES (2017)
Generation of multivariate cross-correlated geotechnical random fields
H. Zhu et al.
COMPUTERS AND GEOTECHNICS (2017)
Slope reliability analysis using surrogate models via new support vector machines with swarm intelligence
Fei Kang et al.
APPLIED MATHEMATICAL MODELLING (2016)
Efficient slope reliability analysis at low-probability levels in spatially variable soils
Shui-Hua Jiang et al.
COMPUTERS AND GEOTECHNICS (2016)
Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment: A multinational data analysis
Nhat-Duc Hoang et al.
EXPERT SYSTEMS WITH APPLICATIONS (2016)
Slope stability analysis using artificial intelligence techniques
Shakti Suman et al.
NATURAL HAZARDS (2016)
System reliability analysis of slopes using least squares support vector machines with particle swarm optimization
Fei Kang et al.
NEUROCOMPUTING (2016)
Evaluation of spatial soil variability in the Pearl River Estuary using CPTU data
Emanuel Bombasaro et al.
SOILS AND FOUNDATIONS (2016)
Slope stability analysis based on quantum-behaved particle swarm optimization and least squares support vector machine
Bo Li et al.
APPLIED MATHEMATICAL MODELLING (2015)
Influence of embedment, self-weight and anisotropy on bearing capacity reliability using the random finite element method
J. M. Pieczynska-Kozlowska et al.
COMPUTERS AND GEOTECHNICS (2015)
Failure Mechanism and Bearing Capacity of Footings Buried at Various Depths in Spatially Random Soil
Jinhui Li et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2015)
MCMC algorithms for Subset Simulation
Iason Papaioannou et al.
PROBABILISTIC ENGINEERING MECHANICS (2015)
Effects of anisotropy in correlation structure on the stability of an undrained clay slope
Reza Jamshidi Chenari et al.
GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS (2015)
Slope reliability analysis considering spatially variable shear strength parameters using a non-intrusive stochastic finite element method
Shui-Hua Jiang et al.
ENGINEERING GEOLOGY (2014)
On the estimation of scale of fluctuation in geostatistics
M. Lloret-Cabot et al.
GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS (2014)
Characterizing geotechnical anisotropic spatial variations using random field theory
H. Zhu et al.
CANADIAN GEOTECHNICAL JOURNAL (2013)
Slope reliability analysis by updated support vector machine and Monte Carlo simulation
Shaojun Li et al.
NATURAL HAZARDS (2013)
Probability distribution for mobilised shear strengths of spatially variable soils under uniform stress states
Jianye Ching et al.
GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS (2013)
Evolutionary risk preference inference model using fuzzy support vector machine for road slope collapse prediction
Min-Yuan Cheng et al.
EXPERT SYSTEMS WITH APPLICATIONS (2012)
Practical reliability analysis of slope stability by advanced Monte Carlo simulations in a spreadsheet
Yu Wang et al.
CANADIAN GEOTECHNICAL JOURNAL (2011)
Probabilistic analyses of a strip footing on horizontally stratified sandy deposit using advanced constitutive model
R. Suchomel et al.
COMPUTERS AND GEOTECHNICS (2011)
Efficient Monte Carlo Simulation of parameter sensitivity in probabilistic slope stability analysis
Yu Wang et al.
COMPUTERS AND GEOTECHNICS (2010)
Spatial correlation structures of CPT data in a liquefaction site
Chia Nan Liu et al.
ENGINEERING GEOLOGY (2010)
Probabilistic Analysis of Coupled Soil Consolidation
Jinsong Huang et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2010)
Effects of spatial variability of soil properties on slope stability
Sung Eun Cho
ENGINEERING GEOLOGY (2007)
What is a support vector machine?
William S. Noble
NATURE BIOTECHNOLOGY (2006)
Effects of random heterogeneity of soil properties on bearing capacity
R Popescu et al.
PROBABILISTIC ENGINEERING MECHANICS (2005)
Probabilistic slope stability analysis by finite elements
DV Griffiths et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2004)
Probabilistic stability analysis of a tailings dyke on presheared clay-shale
H El-Ramly et al.
CANADIAN GEOTECHNICAL JOURNAL (2003)
Logistic regression and artificial neural network classification models: a methodology review
S Dreiseitl et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2002)
Large sample spacing in evaluation of vertical strength variability of clayey soil
F Cafaro et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2002)
Estimation of small failure probabilities in high dimensions by subset simulation
SK Au et al.
PROBABILISTIC ENGINEERING MECHANICS (2001)
Generating two-dimensional fields of autocorrelated, normally distributed parameters by the matrix decomposition technique
AI El-Kadi et al.
GROUND WATER (2000)