Predicting clay compressibility using a novel Manta ray foraging optimization-based extreme learning machine model

Revealing the nature of metakaolin-based concrete materials using artificial intelligence techniques

(2022) Panagiotis G. Asteris et al.   CONSTRUCTION AND BUILDING MATERIALS

Centrifugal model test on a riverine landslide in the Three Gorges Reservoir induced by rainfall and water level fluctuation

(2022) Fasheng Miao et al.   Geoscience Frontiers

Estimating Air Over-pressure Resulting from Blasting in Quarries Based on a Novel Ensemble Model (GLMNETs–MLPNN)

(2021) Hoang Nguyen et al.   Natural Resources Research

A Novel Hunger Games Search Optimization-Based Artificial Neural Network for Predicting Ground Vibration Intensity Induced by Mine Blasting

(2021) Hoang Nguyen et al.   Natural Resources Research

Predicting Blast-Induced Ground Vibration in Open-Pit Mines Using Different Nature-Inspired Optimization Algorithms and Deep Neural Network

(2021) Hoang Nguyen et al.   Natural Resources Research

Novel Extreme Learning Machine-Multi-Verse Optimization Model for Predicting Peak Particle Velocity Induced by Mine Blasting

(2021) Xiliang Zhang et al.   Natural Resources Research

Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms

(2020) Pin Zhang et al.   Geoscience Frontiers

Prediction of slope failure in open-pit mines using a novel hybrid artificial intelligence model based on decision tree and evolution algorithm

(2020) Xuan-Nam Bui et al.   Scientific Reports

Soft computing method for predicting pressure drop reduction in crude oil pipelines based on machine learning methods

(2020) Hossein Moayedi et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate

(2020) Jian Zhou et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Prediction of Blast-Induced Ground Vibration in an Open-Pit Mine by a Novel Hybrid Model Based on Clustering and Artificial Neural Network

(2019) Hoang Nguyen et al.   Natural Resources Research

A new soft computing model for estimating and controlling blast-produced ground vibration based on Hierarchical K-means clustering and Cubist algorithms

(2019) Hoang Nguyen et al.   APPLIED SOFT COMPUTING

Novel Soft Computing Model for Predicting Blast-Induced Ground Vibration in Open-Pit Mines Based on Particle Swarm Optimization and XGBoost

(2019) Xiliang Zhang et al.   Natural Resources Research

A novel Harris hawks’ optimization and k-fold cross-validation predicting slope stability

(2019) Hossein Moayedi et al.   ENGINEERING WITH COMPUTERS

Predicting blast-induced peak particle velocity using BGAMs, ANN and SVM: a case study at the Nui Beo open-pit coal mine in Vietnam

(2019) Hoang Nguyen et al.   Environmental Earth Sciences

A novel artificial intelligence technique for analyzing slope stability using PSO-CA model

(2019) Zhenyan Luo et al.   ENGINEERING WITH COMPUTERS

Manta ray foraging optimization: An effective bio-inspired optimizer for engineering applications

(2019) Weiguo Zhao et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Concrete compressive strength using artificial neural networks

(2019) Panagiotis G. Asteris et al.   NEURAL COMPUTING & APPLICATIONS

Soil-Compressibility Prediction Models Using Machine Learning

(2018) Scott Kirts et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Evaluation of the Compressibility Parameters of Soils Using Soft Computing Methods

(2018) U. Dagdeviren et al.   Soil Mechanics and Foundation Engineering

Estimation of strut forces for braced excavation in granular soils from numerical analysis and case histories

(2018) Wengang Zhang et al.   COMPUTERS AND GEOTECHNICS

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

Prediction of landslide displacement with step-like behavior based on multialgorithm optimization and a support vector regression model

(2017) Fasheng Miao et al.   Landslides

Evolutionary polynomial regression based modelling of clay compressibility using an enhanced hybrid real-coded genetic algorithm

(2016) Zhen-Yu Yin et al.   ENGINEERING GEOLOGY

Compressibility indices of saturated clays by group method of data handling and genetic algorithms

(2016) Reza Ziaie Moayed et al.   NEURAL COMPUTING & APPLICATIONS

Prediction of tunnel displacement induced by adjacent excavation in soft soil

(2013) Jun-Feng Zhang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Stiffness at small strain: research and practice

(2012) C.R.I. CLAYTON   GEOTECHNIQUE