A novel approach for classification of soils based on laboratory tests using Adaboost, Tree and ANN modeling

Investigating the effective parameters on the risk levels of rockburst phenomena by developing a hybrid heuristic algorithm

(2020) Jian Zhou et al.   ENGINEERING WITH COMPUTERS

Big data management in the mining industry

(2020) Chong-chong Qi   International Journal of Minerals Metallurgy and Materials

Seepage Analysis in Short Embankments Using Developing a Metaheuristic Method Based on Governing Equations

(2020) Dongchun Tang et al.   Applied Sciences-Basel

Prediction of rockburst risk in underground projects developing a neuro-bee intelligent system

(2020) Jian Zhou et al.   Bulletin of Engineering Geology and the Environment

Comparing the prediction performance of a Deep Learning Neural Network model with conventional machine learning models in landslide susceptibility assessment

(2020) Dieu Tien Bui et al.   CATENA

Gully erosion spatial modelling: Role of machine learning algorithms in selection of the best controlling factors and modelling process

(2020) Hamid Reza Pourghasemi et al.   Geoscience Frontiers

Design of robust control based on linear matrix inequality and a novel hybrid PSO search technique for autonomous underwater vehicle

(2020) Elham Yazdani Bejarbaneh et al.   APPLIED OCEAN RESEARCH

Predicting the use frequency of ride-sourcing by off-campus university students through random forest and Bayesian network techniques

(2020) Mahdi Aghaabbasi et al.   TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

Mapping and holistic design of natural hydraulic lime mortars

(2020) Maria Apostolopoulou et al.   CEMENT AND CONCRETE RESEARCH

Mechanics and safety issues in tailing-based backfill: A review

(2020) Xu Zhao et al.   International Journal of Minerals Metallurgy and Materials

Safety of barricades in cemented paste-backfilled stopes

(2020) Xu Zhao et al.   International Journal of Minerals Metallurgy and Materials

A Novel Feature Selection Approach Based on Tree Models for Evaluating the Punching Shear Capacity of Steel Fiber-Reinforced Concrete Flat Slabs

(2020) Shasha Lu et al.   Materials

Evolutionary computing to determine the skin friction capacity of piles embedded in clay and evaluation of the available analytical methods

(2020) Saif Alzabeebee et al.   Transportation Geotechnics

Using artificial neural network and genetics algorithm to estimate the resilient modulus for stabilized subgrade and propose new empirical formula

(2020) Shadi Hanandeh et al.   Transportation Geotechnics

Experimental and ANN analysis of temperature effects on the permanent deformation properties of demolition wastes

(2020) Behnam Ghorbani et al.   Transportation Geotechnics

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 ground vibration induced by blasting operations through the use of the Bayesian Network and random forest models

(2020) Jian Zhou et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

Developing a new intelligent technique to predict overbreak in tunnels using an artificial bee colony-based ANN

(2019) Mohammadreza Koopialipoor et al.   Environmental Earth Sciences

A new hybrid method for predicting ripping production in different weathering zones through in-situ tests

(2019) Edy Tonnizam Mohamad et al.   MEASUREMENT

An analytical solution for evaluating the safety of an exposed face in a paste backfill stope incorporating the arching phenomenon

(2019) Xu Zhao et al.   International Journal of Minerals Metallurgy and Materials

Modeling resilient modulus of fine-grained materials using different statistical techniques

(2019) Mohammad Ali Khasawneh et al.   Transportation Geotechnics

Prediction of shear strength of soft soil using machine learning methods

(2018) Binh Thai Pham et al.   CATENA

Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)

(2018) Haoyuan Hong et al.   CATENA

A combination of artificial bee colony and neural network for approximating the safety factor of retaining walls

(2018) Ebrahim Noroozi Ghaleini et al.   ENGINEERING WITH COMPUTERS

Investigation on the Cracking Character of Jointed Rock Mass Beneath TBM Disc Cutter

(2018) Haiqing Yang et al.   ROCK MECHANICS AND ROCK ENGINEERING

Effects of joints on the cutting behavior of disc cutter running on the jointed rock mass

(2018) H.Q. Yang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Predicting tunnel boring machine performance through a new model based on the group method of data handling

(2018) Mohammadreza Koopialipoor et al.   Bulletin of Engineering Geology and the Environment

Linear Trendlines to Assess Soil Classification from Cone Penetration Test Data

(2017) Steven R. Saye et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING

Utilizing regression models to find functions for determining ripping production based on laboratory tests

(2017) Edy Tonnizam Mohamad et al.   MEASUREMENT

Model tree approach for predicting uniaxial compressive strength and Young’s modulus of carbonate rocks

(2016) Ebrahim Ghasemi et al.   Bulletin of Engineering Geology and the Environment

Cone penetration test (CPT)-based soil behaviour type (SBT) classification system — an update

(2016) P.K. Robertson   CANADIAN GEOTECHNICAL JOURNAL

A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)

(2016) Binh Thai Pham et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam

(2016) Dieu Tien Bui et al.   International Journal of Digital Earth

Application of PSO to develop a powerful equation for prediction of flyrock due to blasting

(2016) Mahdi Hasanipanah et al.   NEURAL COMPUTING & APPLICATIONS

Soil classification analysis based on piezocone penetration test data — A case study from a quick-clay landslide site in southwestern Sweden

(2015) Abbas Abbaszadeh Shahri et al.   ENGINEERING GEOLOGY

Indirect measure of shale shear strength parameters by means of rock index tests through an optimized artificial neural network

(2014) Danial Jahed Armaghani et al.   MEASUREMENT

The influence of pore pressure gradients in soil classification during piezocone penetration test

(2013) Ertan Bol   ENGINEERING GEOLOGY

Evaluation of effect of blast design parameters on flyrock using artificial neural networks

(2012) M. Monjezi et al.   NEURAL COMPUTING & APPLICATIONS

Comparison of CPT charts for soil classification using PCPT data: Example from clay deposits in Jiangsu Province, China

(2011) Guojun Cai et al.   ENGINEERING GEOLOGY

Correlating static properties of coal measures rocks with P-wave velocity

(2009) Manoj Khandelwal et al.   INTERNATIONAL JOURNAL OF COAL GEOLOGY

Analysis of Factors Influencing Soil Classification Using Normalized Piezocone Tip Resistance and Pore Pressure Parameters

(2008) James A. Schneider et al.   JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING