A hybrid ensemble method for improved prediction of slope stability
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[1] Michael Sakellariou,et al. A study of slope stability prediction using neural networks , 2005 .
[2] W. Youden,et al. Index for rating diagnostic tests , 1950, Cancer.
[3] Ludmila I. Kuncheva,et al. Combining Pattern Classifiers: Methods and Algorithms , 2004 .
[4] David Barber,et al. Bayesian Classification With Gaussian Processes , 1998, IEEE Trans. Pattern Anal. Mach. Intell..
[5] Yonghong Peng,et al. A novel ensemble machine learning for robust microarray data classification , 2006, Comput. Biol. Medicine.
[6] Xiaoping Zhou,et al. Stability analysis of three-dimensional seismic landslides using the rigorous limit equilibrium method , 2014 .
[7] Akbar A. Javadi,et al. A new approach for prediction of the stability of soil and rock slopes , 2010 .
[8] D. V. Griffiths,et al. Neural network prediction of the reliability of heterogeneous cohesive slopes , 2016 .
[9] Zhiqiang Chen,et al. Stability Prediction of Tailing Dam Slope Based on Neural Network Pattern Recognition , 2009, 2009 Second International Conference on Environmental and Computer Science.
[10] Xiaolin Tang,et al. Slope stability prediction using integrated metaheuristic and machine learning approaches: A comparative study , 2018, Comput. Ind. Eng..
[11] Nhat-Duc Hoang,et al. Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment: A multinational data analysis , 2016, Expert Syst. Appl..
[12] Matthias W. Seeger,et al. Gaussian Processes For Machine Learning , 2004, Int. J. Neural Syst..
[13] William F. Punch,et al. Effects of resampling method and adaptation on clustering ensemble efficacy , 2011, Artificial Intelligence Review.
[14] Johannes R. Sveinsson,et al. A classifier ensemble based on fusion of support vector machines for classifying hyperspectral data , 2010 .
[15] Shaojun Li,et al. Slope reliability analysis by updated support vector machine and Monte Carlo simulation , 2012, Natural Hazards.
[16] Thomas G. Dietterich. Machine-Learning Research , 1997, AI Mag..
[17] Yves Deville,et al. Multi-class protein fold classification using a new ensemble machine learning approach. , 2003, Genome informatics. International Conference on Genome Informatics.
[18] P. Samui. Slope stability analysis: a support vector machine approach , 2008 .
[19] Guowei Ma,et al. Comparative Study of Hybrid Artificial Intelligence Approaches for Predicting Hangingwall Stability , 2018, J. Comput. Civ. Eng..
[20] Redouane Rebouh,et al. A practical hybrid NNGA system for predicting the compressive strength of concrete containing natural pozzolan using an evolutionary structure , 2017 .
[21] George L. W. Perry,et al. Identifying the controls on coastal cliff landslides using machine-learning approaches , 2016, Environ. Model. Softw..
[22] Junjie Li,et al. An artificial bee colony algorithm for locating the critical slip surface in slope stability analysis , 2013 .
[23] Keiichi Ota,et al. Evaluation of slope stability by finite element method using observed displacement of landslide , 2012, Landslides.
[24] Andy Fourie,et al. Prediction of open stope hangingwall stability using random forests , 2018, Natural Hazards.
[25] Hubert Cardot,et al. A new boosting algorithm for improved time-series forecasting with recurrent neural networks , 2008, Inf. Fusion.
[26] Sung-Bae Cho,et al. Classifying gene expression data of cancer using classifier ensemble with mutually exclusive features , 2002, Proc. IEEE.
[27] H. Wang,et al. Slope stability evaluation using Back Propagation Neural Networks , 2005 .
[28] Ludmila I. Kuncheva,et al. Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy , 2003, Machine Learning.
[29] Robert C. King,et al. Handbook of Genetics , 1976, Springer US.
[30] P. R. Sheorey,et al. Maximum likelihood estimation of slope stability , 1994 .
[31] Lijun Su,et al. Limit equilibrium analysis of seismic stability of slopes reinforced with a row of piles , 2016 .
[32] Saurav Rukhaiyar,et al. A PSO-ANN hybrid model for predicting factor of safety of slope , 2017 .
[33] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[34] Abbas Majdi,et al. Evolving neural network using a genetic algorithm for predicting the deformation modulus of rock masses , 2010 .
[35] Zhongliang Ru,et al. Relevance vector machine applied to slope stability analysis , 2012 .
[36] H. J. Li,et al. Slope stability analysis using the limit equilibrium method and two finite element methods , 2015 .
[37] Terry K Koo,et al. A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research. , 2016, Journal Chiropractic Medicine.
[38] Zheng Xie,et al. Analysis on the Stability of Reservoir Soil Slope Based on Fuzzy Artificial Neural Network , 2013 .
[39] Andy Fourie,et al. Neural network and particle swarm optimization for predicting the unconfined compressive strength of cemented paste backfill , 2018 .
[40] Fabio Gabrieli,et al. Micromechanical modelling of erosion due to evaporation in a partially wet granular slope , 2012 .
[41] Tetsuro Esaki,et al. GIS-based three-dimensional slope stability limit equilibrium method and application , 2006 .
[42] P. Lu,et al. Artificial Neural Networks and Grey Systems for the Prediction of Slope Stability , 2003 .
[43] Pijush Samui,et al. Utilization of a least square support vector machine (LSSVM) for slope stability analysis , 2011 .
[44] Xiaoping Zhou,et al. Analysis of stability of three-dimensional slopes using the rigorous limit equilibrium method , 2013 .
[45] Hui Li,et al. Listed companies' financial distress prediction based on weighted majority voting combination of multiple classifiers , 2008, Expert Syst. Appl..
[46] Mostafa Sharifzadeh,et al. Development of a model for analysis of slope stability for circular mode failure using genetic algorithm , 2014, Environmental Earth Sciences.
[47] X. T. Feng,et al. TWO-STEPPED EVOLUTIONARY ALGORITHM AND ITS APPLICATION TO STABILITY ANALYSIS OF SLOPES , 2004 .
[48] Yan Zhang,et al. Analysis of Slope Stability Based on Gaussian Process Regression , 2012 .
[49] Philip S. Yu,et al. Top 10 algorithms in data mining , 2007, Knowledge and Information Systems.
[50] Chunguang Li,et al. On the Assessment of Failure in Slope Stability Analysis by the Finite Element Method , 2008 .
[51] Andy Fourie,et al. An intelligent modelling framework for mechanical properties of cemented paste backfill , 2018, Minerals Engineering.
[52] S. K. Sarma,et al. Finite element verification of an enhanced limit equilibrium method for slope analysis , 2008 .