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。Prediction of lining response for twin tunnels constructed in anisotropic clay using machine learning techniques
Wengang Zhang et al.
UNDERGROUND SPACE (2022)
Nonparametric and data-driven interpolation of subsurface soil stratigraphy from limited data using multiple point statistics
Chao Shi et al.
CANADIAN GEOTECHNICAL JOURNAL (2021)
Non-parametric machine learning methods for interpolation of spatially varying non-stationary and non-Gaussian geotechnical properties
Chao Shi et al.
GEOSCIENCE FRONTIERS (2021)
Estimation of diaphragm wall deflections for deep braced excavation in anisotropic clays using ensemble learning
Runhong Zhang et al.
GEOSCIENCE FRONTIERS (2021)
Soft computing approach for prediction of surface settlement induced by earth pressure balance shield tunneling
W. G. Zhang et al.
UNDERGROUND SPACE (2021)
Multivariate Adaptive Regression Splines (MARS) approach to blast-induced ground vibration prediction
Clement Kweku Arthur et al.
INTERNATIONAL JOURNAL OF MINING RECLAMATION AND ENVIRONMENT (2020)
Cone penetration test (CPT)-based subsurface soil classification and zonation in two-dimensional vertical cross section using Bayesian compressive sampling
Yu Wang et al.
CANADIAN GEOTECHNICAL JOURNAL (2020)
Assessment of non-linear rock strength parameters for the estimation of pipe-jacking forces. Part 2. Numerical modeling
C. S. Choo et al.
ENGINEERING GEOLOGY (2020)
Genetic programming model for estimating soil suction in shallow soil layers in the vicinity of a tree
Zhi-Liang Cheng et al.
ENGINEERING GEOLOGY (2020)
State-of-the-art review of soft computing applications in underground excavations
Wengang Zhang et al.
GEOSCIENCE FRONTIERS (2020)
Prediction of Pile Axial Bearing Capacity Using Artificial Neural Network and Random Forest
Tuan Anh Pham et al.
APPLIED SCIENCES-BASEL (2020)
On the Use of Neuro-Swarm System to Forecast the Pile Settlement
Danial Jahed Armaghani et al.
APPLIED SCIENCES-BASEL (2020)
Probabilistic soil classification and stratification in a vertical cross-section from limited cone penetration tests using random field and Monte Carlo simulation
Yue Hu et al.
COMPUTERS AND GEOTECHNICS (2020)
Bayesian network based machine learning for design of pile foundations
Jie Zhang et al.
AUTOMATION IN CONSTRUCTION (2020)
Modelling liner forces response to very close-proximity tunnelling in soft alluvial deposits
Wen-Chieh Cheng et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2020)
Effect of interparticle behavior on the development of soil arching in soil-structure interaction
M. Peerun et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2020)
Estimation of Bearing Capacity of Piles in Cohesionless Soil Using Optimised Machine Learning Approaches
Navid Kardani et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2020)
Data-Driven Field Observational Method of a Contiguous Bored Pile Wall System Affected by Accidental Groundwater Drawdown
Elizabeth Eu-Mee Chong et al.
GEOSCIENCES (2020)
A feasible scale-up production of Sporosarcina pasteurii using custom-built stirred tank reactor for in-situ soil biocementation
Armstrong I. Omoregie et al.
BIOCATALYSIS AND AGRICULTURAL BIOTECHNOLOGY (2020)
Estimation of spatiotemporal response of rooted soil using a machine learning approach
Zhi-liang Cheng et al.
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE A (2020)
Predicting the Young's Modulus of granites using the Bayesian model selection approach
Lingqiang Yang et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2019)
Probabilistic evaluation of drilling rate index based on a least square support vector machine and Monte Carlo simulation
Zhongliang Ru et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2019)
Long-term prediction of rockburst hazard in deep underground openings using three robust data mining techniques
Roohollah Shirani Faradonbeh et al.
ENGINEERING WITH COMPUTERS (2019)
Artificial intelligence design charts for predicting friction capacity of driven pile in clay
Hossein Moayedi et al.
NEURAL COMPUTING & APPLICATIONS (2019)
Predicting tunnel boring machine performance through a new model based on the group method of data handling
Mohammadreza Koopialipoor et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2019)
Estimating and optimizing safety factors of retaining wall through neural network and bee colony techniques
Behrouz Gordan et al.
ENGINEERING WITH COMPUTERS (2019)
Prediction of uniaxial compressive strength of carbonate rocks from nondestructive tests using multivariate regression and LS-SVM methods
Sefer Beran Celik
ARABIAN JOURNAL OF GEOSCIENCES (2019)
Application of improved ANFIS approaches to estimate bearing capacity of piles
Hooman Harandizadeh et al.
SOFT COMPUTING (2019)
A Multivariate Adaptive Regression Splines model for determining horizontal wall deflection envelope for braced excavations in clays
Wengang Zhang et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2019)
Optimization of EPB Shield Performance with Adaptive Neuro-Fuzzy Inference System and Genetic Algorithm
Khalid Elbaz et al.
APPLIED SCIENCES-BASEL (2019)
Bayesian model selection for sand with generalization ability evaluation
Yin-Fu Jin et al.
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS (2019)
Evaluation of the earthquake induced uplift displacement of tunnels using multivariate adaptive regression splines
Gang Zheng et al.
COMPUTERS AND GEOTECHNICS (2019)
Interpretation of Geomaterial Behavior during Shearing Aided by PIV Technology
M. I. Peerun et al.
JOURNAL OF MATERIALS IN CIVIL ENGINEERING (2019)
Random forest and artificial neural networks in landslide susceptibility modeling: a case study of the Fao River Basin, Southern Brazil
Guilherme Garcia de Oliveira et al.
NATURAL HAZARDS (2019)
Direct simulation of two-dimensional isotropic or anisotropic random field from sparse measurement using Bayesian compressive sampling
Yue Hu et al.
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2019)
Intelligent prediction of surrounding rock deformation of shallow buried highway tunnel and its engineering application
Shaoshuai Shi et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2019)
Real-time analysis and regulation of EPB shield steering using Random Forest
Pin Zhang et al.
AUTOMATION IN CONSTRUCTION (2019)
Selection of Physical and Chemical Properties of Natural Fibers for Predicting Soil Reinforcement
Lin-Shuang Zhao et al.
JOURNAL OF MATERIALS IN CIVIL ENGINEERING (2019)
Modeling oblique load carrying capacity of batter pile groups using neural network, random forest regression and M5 model tree
Tanvi Singh et al.
FRONTIERS OF STRUCTURAL AND CIVIL ENGINEERING (2019)
An artificial neural network based model to predict spatial soil type distribution using piezocone penetration test data (CPTu)
Abdolvahed Ghaderi et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2019)
Rock brittleness prediction through two optimization algorithms namely particle swarm optimization and imperialism competitive algorithm
Azham Hussain et al.
ENGINEERING WITH COMPUTERS (2019)
Hierarchical Bayesian modelling of geotechnical data: application to rock strength
Nezam Bozorgzadeh et al.
GEOTECHNIQUE (2019)
Biocementation of sand by Sporosarcina pasteurii strain and technical-grade cementation reagents through surface percolation treatment method
Armstrong I. Omoregie et al.
CONSTRUCTION AND BUILDING MATERIALS (2019)
Intelligent Approach Based on Random Forest for Safety Risk Prediction of Deep Foundation Pit in Subway Stations
Ying Zhou et al.
JOURNAL OF COMPUTING IN CIVIL ENGINEERING (2019)
Bayesian Networks-based Shield TBM Risk Management System: Methodology Development and Application
Heeyoung Chung et al.
KSCE JOURNAL OF CIVIL ENGINEERING (2019)
Research on prediction model of geotechnical parameters based on BP neural network
Kai Cui et al.
NEURAL COMPUTING & APPLICATIONS (2019)
Prediction of Rock Compressive Strength Using Machine Learning Algorithms Based on Spectrum Analysis of Geological Hammer
Qiubing Ren et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2019)
Prediction of Squeezing Potential in Tunneling Projects Using Data Mining-Based Techniques
Ebrahim Ghasemi et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2019)
Determination of Critical Failure Surface of Slopes Using Particle Swarm Optimization Technique Considering Seepage and Seismic Loading
N. Himanshu et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2019)
Development of Two Empirical Correlations for Tunnel Squeezing Prediction Using Binary Logistic Regression and Linear Discriminant Analysis
Ebrahim Ghasemi et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2019)
Inverse Analysis of Rock Creep Model Parameters Based on Improved Simulated Annealing Differential Evolution Algorithm
Liu Yang et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2019)
Low-cost cultivation of Sporosarcina pasteurii strain in food-grade yeast extract medium for microbially induced carbonate precipitation (MICP) application
Armstrong Ighodalo Omoregie et al.
BIOCATALYSIS AND AGRICULTURAL BIOTECHNOLOGY (2019)
Intelligent modelling of sandstone deformation behaviour using fuzzy logic and neural network systems
Behnam Yazdani Bejarbaneh et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2018)
TBM performance estimation using a classification and regression tree (CART) technique
Alireza Salimi et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2018)
Model tree approach for predicting uniaxial compressive strength and Young's modulus of carbonate rocks
Ebrahim Ghasemi et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2018)
Determination of earth pressure balance tunnel-related maximum surface settlement: a multivariate adaptive regression splines approach
A. T. C. Goh et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2018)
Settlement prediction of the rock-socketed piles through a new technique based on gene expression programming
Danial Jahed Armaghani et al.
NEURAL COMPUTING & APPLICATIONS (2018)
Implementing an ANN model optimized by genetic algorithm for estimating cohesion of limestone samples
Manoj Khandelwal et al.
ENGINEERING WITH COMPUTERS (2018)
A new approach for prediction of collapse settlement of sandy gravel soils
Sepehr Soleimani et al.
ENGINEERING WITH COMPUTERS (2018)
Landslide susceptibility modelling using the quantitative random forest method along the northern portion of the Yukon Alaska Highway Corridor, Canada
Pouran Behnia et al.
NATURAL HAZARDS (2018)
A logistic regression classifier for long-term probabilistic prediction of rock burst hazard
Ning Li et al.
NATURAL HAZARDS (2018)
Determination of site-specific soil-water characteristic curve from a limited number of test data - A Bayesian perspective
Lin Wang et al.
GEOSCIENCE FRONTIERS (2018)
Direct simulation of random field samples from sparsely measured geotechnical data with consideration of uncertainty in interpretation
Yu Wang et al.
CANADIAN GEOTECHNICAL JOURNAL (2018)
Effects of Significant Variables on Compressive Strength of Soil-Fly Ash Geopolymer: Variable Analytical Approach Based on Neural Networks and Genetic Programming
Hsiao Yun Leong et al.
JOURNAL OF MATERIALS IN CIVIL ENGINEERING (2018)
Strength Development of Soil-Fly Ash Geopolymer: Assessment of Soil, Fly Ash, Alkali Activators, and Water
Hsiao Yun Leong et al.
JOURNAL OF MATERIALS IN CIVIL ENGINEERING (2018)
State-of-the-art predictive modeling of TBM performance in changing geological conditions through gene expression programming
Masoud Zare Naghadehi et al.
MEASUREMENT (2018)
A hidden Markov random field model based approach for probabilistic site characterization using multiple cone penetration test data
Xiangrong Wang et al.
STRUCTURAL SAFETY (2018)
Overbreak prediction in underground excavations using hybrid ANFIS-PSO model
Adel Mottahedi et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2018)
Use of adaptive neuro-fuzzy inference system and gene expression programming methods for estimation of the bearing capacity of rock foundations
Ehsan Sadrossadat et al.
ENGINEERING COMPUTATIONS (2018)
Assessment of non-linear rock strength parameters for the estimation of pipe jacking forces. Part 1. Direct shear testing and backanalysis
D. E. L. Ong et al.
ENGINEERING GEOLOGY (2018)
A new GIS-based data mining technique using an adaptive neuro-fuzzy inference system (ANFIS) and k-fold cross-validation approach for land subsidence susceptibility mapping
Omid Ghorbanzadeh et al.
NATURAL HAZARDS (2018)
Performance of Field and Numerical Back-Analysis of Floating Stone Columns in Soft Clay Considering the Influence of Dilatancy
D. E. L. Ong et al.
INTERNATIONAL JOURNAL OF GEOMECHANICS (2018)
The comparison of the performance of ELM, BRNN, and SVM methods for the prediction of compression index of clays
Talas Fikret Kurnaz et al.
ARABIAN JOURNAL OF GEOSCIENCES (2018)
Modeling of Oblique Load Test on Batter Pile Group Based on Support Vector Machines and Gaussian Regression
Tanvi Singh et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2018)
Prediction of vertical pile capacity of driven pile in cohesionless soil using artificial intelligence techniques
Ranajeet Mohanty et al.
INTERNATIONAL JOURNAL OF GEOTECHNICAL ENGINEERING (2018)
A Bayesian definition of 'most probable' parameters
Yingyan Jin et al.
GEOTECHNICAL RESEARCH (2018)
Numerical ANFIS-Based Formulation for Prediction of the Ultimate Axial Load Bearing Capacity of Piles Through CPT Data
Behnam Ghorbani et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2018)
A review of Genetic Programming and Artificial Neural Network applications in pile foundations
Milad Fatehnia et al.
INTERNATIONAL JOURNAL OF GEO-ENGINEERING (2018)
Predicting the shear strength parameters of sandstone using genetic programming
Jiayi Shen et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2018)
Optimization of site investigation program for improved statistical characterization of geotechnical property based on random field theory
Wenping Gong et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2017)
Function development for appraising brittleness of intact rocks using genetic programming and non-linear multiple regression models
Manoj Khandelwal et al.
ENGINEERING WITH COMPUTERS (2017)
Bayesian assessment of site-specific performance of geotechnical design charts with unknown model uncertainty
Y. Wang et al.
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS (2017)
Application of an evolutionary-based approach in evaluating pile bearing capacity using CPT results
Babak Ebrahimian et al.
SHIPS AND OFFSHORE STRUCTURES (2017)
Mechanical Consequences of Suffusion on Undrained Behaviour of a Gap-Graded Cohesionless Soil - An Experimental Approach
Amirhassan Mehdizadeh et al.
GEOTECHNICAL TESTING JOURNAL (2017)
Deformation evaluation on surrounding rocks of underground caverns based on PSO-LSSVM
Xinhua Xue et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2017)
Evaluating stability of underground entry-type excavations using multivariate adaptive regression splines and logistic regression
Anthony T. C. Goh et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2017)
Feasibility of Random-Forest Approach for Prediction of Ground Settlements Induced by the Construction of a Shield-Driven Tunnel
Jian Zhou et al.
INTERNATIONAL JOURNAL OF GEOMECHANICS (2017)
Landslide Susceptibility Assessment Using Bagging Ensemble Based Alternating Decision Trees, Logistic Regression and J48 Decision Trees Methods: A Comparative Study
Binh Thai Pham et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2017)
Experimental optimisation of various cultural conditions on urease activity for isolated Sporosarcina pasteurii strains and evaluation of their biocement potentials
Armstrong Ighodalo Omoregie et al.
ECOLOGICAL ENGINEERING (2017)
Applying Optimized Support Vector Regression Models for Prediction of Tunnel Boring Machine Performance
Hadi Fattahi et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2017)
Reliability assessment of ultimate limit state of twin caverns
Wengang Zhang et al.
GEOMECHANICS AND GEOENGINEERING-AN INTERNATIONAL JOURNAL (2017)
Correlations among some parameters of coarse-grained soils - the multivariate probability distribution model
Jianye Ching et al.
CANADIAN GEOTECHNICAL JOURNAL (2017)
Behaviour of MH silts with varying plasticity indices
Steven T. Y. Wong et al.
GEOTECHNICAL RESEARCH (2017)
Impact of highly weathered geology on pipejacking forces
Chung Siung Choo et al.
GEOTECHNICAL RESEARCH (2017)
Applying soft computing methods to predict the uniaxial compressive strength of rocks from schmidt hammer rebound values
Hadi Fattahi
COMPUTATIONAL GEOSCIENCES (2017)
An efficient probabilistic back-analysis method for braced excavations using wall deflection data at multiple points
Xiao-Hui Qi et al.
COMPUTERS AND GEOTECHNICS (2017)
Research on Rock Strength Prediction Based on Least Squares Support Vector Machine
Wen Li et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2017)
Prediction of Laboratory Peak Shear Stress Along the Cohesive Soil-Geosynthetic Interface Using Artificial Neural Network
Prasenjit Debnath et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2017)
Sinkhole susceptibility mapping using logistic regression in KarapA±nar (Konya, Turkey)
Adnan Ozdemir
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2016)
Prediction of seismic slope stability through combination of particle swarm optimization and neural network
Behrouz Gordan et al.
ENGINEERING WITH COMPUTERS (2016)
Application of several non-linear prediction tools for estimating uniaxial compressive strength of granitic rocks and comparison of their performances
Danial Jahed Armaghani et al.
ENGINEERING WITH COMPUTERS (2016)
Discussion of Development of an Internal Camera-Based Volume Determination System for Triaxial Testing by S. E. Salazar, A. Barnes, and R. A. Coffman. The Technical Note Was Published in Geotechnical Testing Journal, Vol. 38, No. 4, 2015. [DOI: 10.1520/GTJ20140249]
Amirhassan Mehdizadeh et al.
GEOTECHNICAL TESTING JOURNAL (2016)
Suitability of Sarawak and Gladstone fly ash to produce geopolymers: A physical, chemical, mechanical, mineralogical and microstructural analysis
Hsiao Yun Leong et al.
CERAMICS INTERNATIONAL (2016)
The effect of different Na2O and K2O ratios of alkali activator on compressive strength of fly ash based-geopolymer
Hsiao Yun Leong et al.
CONSTRUCTION AND BUILDING MATERIALS (2016)
Multivariate correlation among resilient modulus and cone penetration test parameters of cohesive subgrade soils
Songyu Liu et al.
ENGINEERING GEOLOGY (2016)
Bayesian perspective on geotechnical variability and site characterization
Yu Wang et al.
ENGINEERING GEOLOGY (2016)
Application of improved support vector regression model for prediction of deformation modulus of a rock mass
Hadi Fattahi
ENGINEERING WITH COMPUTERS (2016)
Deriving an intelligent model for soil compression index utilizing multi-gene genetic programming
Danial S. Mohammadzadeh et al.
ENVIRONMENTAL EARTH SCIENCES (2016)
Bayesian characterization of correlation between uniaxial compressive strength and Young's modulus of rock
Yu Wang et al.
INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES (2016)
Allowable Deformation Prediction for Surrounding Rock of Underground Caverns Based on Support Vector Machine
Ma Cong et al.
PERIODICA POLYTECHNICA-CIVIL ENGINEERING (2016)
Quantifying the cross-correlation between effective cohesion and friction angle of soil from limited site-specific data
Yu Wang et al.
SOILS AND FOUNDATIONS (2016)
Back-analysis and finite element modeling of jacking forces in weathered rocks
D. E. L. Ong et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2016)
State-of-the-art review of some artificial intelligence applications in pile foundations
Mohamed A. Shahin
GEOSCIENCE FRONTIERS (2016)
Multivariate adaptive regression splines and neural network models for prediction of pile drivability
Wengang Zhang et al.
GEOSCIENCE FRONTIERS (2016)
Prediction of Lateral Load Capacity of Pile in Clay Using Multivariate Adaptive Regression Spline and Functional Network
Sarat Kumar Das et al.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING (2015)
Site-specific probability distribution of geotechnical properties
Yu Wang et al.
COMPUTERS AND GEOTECHNICS (2015)
A probabilistic analysis of subsoil parameters uncertainty impacts on tunnel-induced ground movements with a back-analysis study
S. Miro et al.
COMPUTERS AND GEOTECHNICS (2015)
Evaluation of Pipe-Jacking Forces Based on Direct Shear Testing of Reconstituted Tunneling Rock Spoils
C. S. Choo et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2015)
Severe Damage of a Pile Group due to Slope Failure
D. E. L. Ong et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2015)
Evaluation of liquefaction potential based on CPT data using random forest
V. R. Kohestani et al.
NATURAL HAZARDS (2015)
Binary logistic regression versus stochastic gradient boosted decision trees in assessing landslide susceptibility for multiple-occurring landslide events: application to the 2009 storm event in Messina (Sicily, southern Italy)
L. Lombardo et al.
NATURAL HAZARDS (2015)
Evaluating ε50 for lateral load-displacement behavior of piles in clay
Babak Ebrahimian et al.
OCEAN ENGINEERING (2015)
A genetic programming predictive model for parametric study of factors affecting strength of geopolymers
H. Y. Leong et al.
RSC ADVANCES (2015)
An adaptive neuro-fuzzy inference system for predicting unconfined compressive strength and Young's modulus: a study on Main Range granite
Danial Jahed Armaghani et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2015)
Prediction of the unconfined compressive strength of soft rocks: a PSO-based ANN approach
Edy Tonnizam Mohamad et al.
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT (2015)
An evolutionary approach to modelling the thermomechanical behaviour of unsaturated soils
Alireza Ahangar-Asr et al.
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS (2015)
Indirect estimation of unconfined compressive strength of carbonate rocks using extreme learning machine
Zaobao Liu et al.
ACTA GEOTECHNICA (2015)
Use of evolutionary computing for modelling some complex problems in geotechnical engineering
Mohamed A. Shahin
GEOMECHANICS AND GEOENGINEERING-AN INTERNATIONAL JOURNAL (2015)
Prediction of compaction parameters of coarse grained soil using multivariate adaptive regression splines (MARS)
Sunil Khuntia et al.
INTERNATIONAL JOURNAL OF GEOTECHNICAL ENGINEERING (2015)
Lateral Load Capacity of Piles in Clay Using Genetic Programming and Multivariate Adaptive Regression Spline
Pradyut Muduli et al.
INDIAN GEOTECHNICAL JOURNAL (2015)
Correlations among some clay parameters - the multivariate distribution
Jianye Ching et al.
CANADIAN GEOTECHNICAL JOURNAL (2014)
A multi-gene genetic programming model for estimating stress-dependent soil water retention curves
Akhil Garg et al.
COMPUTATIONAL GEOSCIENCES (2014)
A support vector regression model for predicting tunnel boring machine penetration rates
Satar Mahdevari et al.
INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES (2014)
Regression versus artificial neural networks: Predicting pile setup from empirical data
Bashar Tarawneh et al.
KSCE JOURNAL OF CIVIL ENGINEERING (2014)
Landslide susceptibility mapping at Zonouz Plain, Iran using genetic programming and comparison with frequency ratio, logistic regression, and artificial neural network models
Vahid Nourani et al.
NATURAL HAZARDS (2014)
Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping
Natan Micheletti et al.
MATHEMATICAL GEOSCIENCES (2014)
Displacement Prediction of Tunnel Surrounding Rock: A Comparison of Support Vector Machine and Artificial Neural Network
Qingdong Wu et al.
MATHEMATICAL PROBLEMS IN ENGINEERING (2014)
Load settlement modeling of axially loaded steel driven piles using CPT-based recurrent neural networks
Mohamed A. Shahinn
SOILS AND FOUNDATIONS (2014)
Predicting pile dynamic capacity via application of an evolutionary algorithm
I. Alkroosh et al.
SOILS AND FOUNDATIONS (2014)
Load-Settlement Modeling of Axially Loaded Drilled Shafts Using CPT-Based Recurrent Neural Networks
Mohamed A. Shahin
INTERNATIONAL JOURNAL OF GEOMECHANICS (2014)
Prediction of Uplift Pile Displacement Based on Cone Penetration Tests (CPT)
A. Saeedi Azizkandi et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2014)
Extreme Learning Machine Based Modeling of Resilient Modulus of Subgrade Soils
Mahesh Pal et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2014)
Shear Wave Velocity by Polynomial Neural Networks and Genetic Algorithms Based on Geotechnical Soil Properties
H. Mola-Abasi et al.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING (2013)
Multivariate adaptive regression splines for analysis of geotechnical engineering systems
W. G. Zhang et al.
COMPUTERS AND GEOTECHNICS (2013)
An optimised product-unit neural network with a novel PSO-BP hybrid training algorithm: Applications to load-deformation analysis of axially loaded piles
A. Ismail et al.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2013)
Probabilistic characterization of Young's modulus of soil using equivalent samples
Yu Wang et al.
ENGINEERING GEOLOGY (2013)
Statistical fitting of undrained strength data
N. M. T. Houlsby et al.
GEOTECHNIQUE (2013)
Bayesian Updating of Soil Parameters for Braced Excavations Using Field Observations
C. Hsein Juang et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2013)
Application of an incomplete landslide inventory, logistic regression model and its validation for landslide susceptibility mapping related to the May 12, 2008 Wenchuan earthquake of China
Chong Xu et al.
NATURAL HAZARDS (2013)
Least square support vector machine and multivariate adaptive regression spline for modeling lateral load capacity of piles
Pijush Samui et al.
NEURAL COMPUTING & APPLICATIONS (2013)
Pipe pile setup: Database and prediction model using artificial neural network
Bashar Tarawnehn
SOILS AND FOUNDATIONS (2013)
Predicting tunnel convergence using Multivariate Adaptive Regression Spline and Artificial Neural Network
Amoussou-Coffi Adoko et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2013)
A dynamically approach based on SVM algorithm for prediction of tunnel convergence during excavation
Satar Mahdevari et al.
TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY (2013)
Estimation of Maximum Pullout Shear Stress of Grouted Soil Nails Using Bayesian Probabilistic Approach
Wan-Huan Zhou et al.
INTERNATIONAL JOURNAL OF GEOMECHANICS (2013)
Multivariate Adaptive Regression Spline (Mars) for Prediction of Elastic Modulus of Jointed Rock Mass
Pijush Samui
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2013)
Displacement Prediction for Soil Nailing Based on ANN
Lang Gao et al.
ADVANCES IN CIVIL AND INDUSTRIAL ENGINEERING, PTS 1-4 (2013)
EPR-based material modelling of soils considering volume changes
Asaad Faramarzi et al.
COMPUTERS & GEOSCIENCES (2012)
Bayesian updating of KJHH model for prediction of maximum ground settlement in braced excavations using centrifuge data
Lei Wang et al.
COMPUTERS AND GEOTECHNICS (2012)
Some applications of Adaptive Neuro-Fuzzy Inference System (ANFIS) in geotechnical engineering
Ali Firat Cabalar et al.
COMPUTERS AND GEOTECHNICS (2012)
Predicting axial capacity of driven piles in cohesive soils using intelligent computing
Iyad Alkroosh et al.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2012)
Analysis of behaviour of soils under cyclic loading using EPR-based finite element method
Akbar A. Javadi et al.
FINITE ELEMENTS IN ANALYSIS AND DESIGN (2012)
Determination of ultimate capacity of driven piles in cohesionless soil: A Multivariate Adaptive Regression Spline approach
Pijush Samui
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS (2012)
A GIS-based logistic regression model in rock-fall susceptibility mapping along a mountainous road: Salavat Abad case study, Kurdistan, Iran
Ataollah Shirzadi et al.
NATURAL HAZARDS (2012)
Multivariate adaptive regression spline (MARS) and least squares support vector machine (LSSVM) for OCR prediction
Pijush Samui et al.
SOFT COMPUTING (2012)
Deformation Prediction of deep excavation Using Support Vector Machine
Xuchao Shi et al.
MECHATRONICS AND APPLIED MECHANICS, PTS 1 AND 2 (2012)
Evaluating the strength of intact rocks through genetic programming
Mojtaba Asadi et al.
APPLIED SOFT COMPUTING (2011)
Application of the adaptive neuro-fuzzy inference system for prediction of a rock engineering classification system
H. Jalalifar et al.
COMPUTERS AND GEOTECHNICS (2011)
Modelling load-settlement behaviour of piles using high-order neural network (HON-PILE model)
A. Ismail et al.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (2011)
Three-dimensional inverse analyses of a deep excavation in Chicago clays
Youssef M. A. Hashash et al.
INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS (2011)
Landslide susceptibility mapping using Bayesian approach in the Sultan Mountains (AkAYehir, Turkey)
Adnan Ozdemir
NATURAL HAZARDS (2011)
Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression
Dieu Tien Bui et al.
NATURAL HAZARDS (2011)
Correlation of Pile Axial Capacity and CPT Data Using Gene Expression Programming
I. Alkroosh et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2011)
Decision tree for selecting retaining wall systems based on logistic regression analysis
Myungseok Choi et al.
AUTOMATION IN CONSTRUCTION (2010)
Reducing shear strength uncertainties in clays by multivariate correlations
Jianye Ching et al.
CANADIAN GEOTECHNICAL JOURNAL (2010)
Bayesian approach for probabilistic characterization of sand friction angles
Yu Wang et al.
ENGINEERING GEOLOGY (2010)
Simulation-based calibration of geotechnical parameters using parallel hybrid moving boundary particle swarm optimization
Y. Zhang et al.
COMPUTERS AND GEOTECHNICS (2009)
Behavior of Pile Groups Subject to Excavation-Induced Soil Movement in Very Soft Clay
D. E. L. Ong et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2009)
Applications of artificial intelligence and data mining techniques in soil modeling
A. A. Javadi et al.
GEOMECHANICS AND ENGINEERING (2009)
Inverse analysis techniques for parameter identification in simulation of excavation support systems
C. Rechea et al.
COMPUTERS AND GEOTECHNICS (2008)
Spatial Variability of Rock Depth in Bangalore Using Geostatistical, Neural Network and Support Vector Machine Models
T. Sitharam et al.
GEOTECHNICAL AND GEOLOGICAL ENGINEERING (2008)
Predicting electricity energy consumption: A comparison of regression analysis, decision tree and neural networks
Geoffrey K. F. Tso et al.
ENERGY (2007)
Simplified model for wall deflection and ground-surface settlement caused by braced excavation in clays
Gordon T. C. Kung et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2007)
Novel approach to integration of numerical modeling and field observations for deep excavations
Youssef M. A. Hashash et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2006)
A symbolic data-driven technique based on evolutionary polynomial regression
Orazio Giustolisi et al.
JOURNAL OF HYDROINFORMATICS (2006)
Pile behavior due to excavation-induced soil movement in clay. I: Stable wall
DEL Ong et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2006)
Pile behavior due to excavation-induced soil movement in clay. II: Collapsed wall
CF Leung et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2006)
Decision tree regression for soft classification of remote sensing data
M Xu et al.
REMOTE SENSING OF ENVIRONMENT (2005)
Supported excavations: Observational method and inverse modeling
RJ Finno et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2005)
Development of a reliability-based design framework for transmission line structure foundations
KK Phoon et al.
JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING (2003)