An Artificial Intelligence Based Data-Driven Method for Forecasting Unconfined Compressive Strength of Cement Stabilized Soil by Deep Mixing Technique

A Modified Two-Surface Plasticity Model for Saturated and Unsaturated Soils

(2022) Mohammad Vahdani et al.   Indian Geotechnical Journal

Semi-empirical modelling of hydraulic conductivity of clayey soils exposed to deionized and saline environments

(2022) Aysa Hedayati-Azar et al.   JOURNAL OF CONTAMINANT HYDROLOGY

Strength Predictive Modelling of Soils Treated with Calcium-Based Additives Blended with Eco-Friendly Pozzolans—A Machine Learning Approach

(2022) Eyo U. Eyo et al.   Materials

A novel systematic and evolved approach based on XGBoost-firefly algorithm to predict Young’s modulus and unconfined compressive strength of rock

(2021) Jing Cao et al.   ENGINEERING WITH COMPUTERS

Unconfined compressive strength prediction of soils stabilized using artificial neural networks and support vector machines

(2021) Alireza Tabarsa et al.   Frontiers of Structural and Civil Engineering

An effective stress-based parametric study on the seismic stability of unsaturated slopes with implications for preliminary microzonation

(2021) Amir Akbari Garakani et al.   Bulletin of Engineering Geology and the Environment

Predicting Resilient Modulus of Cementitiously Stabilized Subgrade Soils Using Neural Network, Support Vector Machine, and Gaussian Process Regression

(2021) Xi Hu et al.   International Journal of Geomechanics

Geotechnical characterization and collapsibility of a natural dispersive loess

(2019) Hamed Sadeghi et al.   ENGINEERING GEOLOGY

Effect of microstructure on shear strength and dilatancy of unsaturated loess at high suctions

(2019) C.W.W. Ng et al.   CANADIAN GEOTECHNICAL JOURNAL

Designing the Composition of Cement Stabilized Rammed Earth Using Artificial Neural Networks

(2019) Hubert Anysz et al.   Materials

Genetic Algorithm Approach to Design of Multi-Layer Perceptron for Combined Cycle Power Plant Electrical Power Output Estimation

(2019) Ivan Lorencin et al.   Energies

Strength evaluation of granite block samples with different predictive models

(2019) Qiancheng Fang et al.   ENGINEERING WITH COMPUTERS

Connectionist and mutual information tools to determine water saturation and rank input log variables

(2019) Mohammad Islam Miah et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Proposing a novel hybrid intelligent model for the simulation of particle size distribution resulting from blasting

(2018) S. Farid F. Mojtahedi et al.   ENGINEERING WITH COMPUTERS

Evaluating unconfined compressive strength of cohesive soils stabilized with geopolymer: a computational intelligence approach

(2018) Hamed Javdanian et al.   ENGINEERING WITH COMPUTERS

Prediction of soil compression coefficient for urban housing project using novel integration machine learning approach of swarm intelligence and Multi-layer Perceptron Neural Network

(2018) Dieu Tien Bui et al.   ADVANCED ENGINEERING INFORMATICS

A novel artificial intelligence approach based on Multi-layer Perceptron Neural Network and Biogeography-based Optimization for predicting coefficient of consolidation of soil

(2018) Binh Thai Pham et al.   CATENA

Multiple predicting K-fold cross-validation for model selection

(2017) Yoonsuh Jung   JOURNAL OF NONPARAMETRIC STATISTICS

Long-term strength of soil-cement columns in coastal areas

(2017) Van Ngoc Pham et al.   SOILS AND FOUNDATIONS

Prediction of River Pipeline Scour Depth Using Multivariate Adaptive Regression Splines

(2017) Amir Hamzeh Haghiabi   Journal of Pipeline Systems Engineering and Practice

Capability of self-organizing map neural network in geophysical log data classification: Case study from the CCSD-MH

(2015) Ahmed Amara Konaté et al.   JOURNAL OF APPLIED GEOPHYSICS

Cross-validation for selecting a model selection procedure

(2015) Yongli Zhang et al.   JOURNAL OF ECONOMETRICS

An integrated SRM-multi-gene genetic programming approach for prediction of factor of safety of 3-D soil nailed slopes

(2014) Akhil Garg et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Estimating compaction parameters of fine- and coarse-grained soils by means of artificial neural networks

(2012) Fatih Isik et al.   Environmental Earth Sciences

Dynamic ensemble extreme learning machine based on sample entropy

(2012) Jun-hai Zhai et al.   SOFT COMPUTING

An approximate ANN-based solution for convergence of lined circular tunnels in elasto-plastic rock masses with anisotropic stresses

(2011) Hosein Rafiai et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Modeling of maximum dry density and optimum moisture content of stabilized soil using artificial neural networks

(2010) Amir Hossein Alavi et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

(2009) J.D. Rodriguez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Textural feature selection by joint mutual information based on Gaussian mixture model for multispectral image classification

(2009) Mounir Ait Kerroum et al.   PATTERN RECOGNITION LETTERS

Estimation of prediction error by using K-fold cross-validation

(2009) Tadayoshi Fushiki   STATISTICS AND COMPUTING

Application of partial mutual information variable selection to ANN forecasting of water quality in water distribution systems

(2008) Robert J. May et al.   ENVIRONMENTAL MODELLING & SOFTWARE