Rockburst prediction in hard rock mines developing bagging and boosting tree-based ensemble techniques

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

Experimental simulation investigation of influence of depth on spalling characteristics in circular hard rock tunnel

(2020) Yong Luo et al.   Journal of Central South University

Strength-weakening effect and shear-tension failure mode transformation mechanism of rockburst for fine-grained granite under triaxial unloading compression

(2020) Xuefeng Si et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

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

Evaluation of rockburst occurrence and intensity in underground structures using decision tree approach

(2019) Ebrahim Ghasemi et al.   ENGINEERING WITH COMPUTERS

Novel approach for forecasting the blast-induced AOp using a hybrid fuzzy system and firefly algorithm

(2019) Jian Zhou et al.   ENGINEERING WITH COMPUTERS

A peak-strength strain energy storage index for rock burst proneness of rock materials

(2019) Fengqiang Gong et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Cost-Sensitive KNN Classification

(2019) Shichao Zhang   NEUROCOMPUTING

Jacking penetration resistance and mechanical characteristics of bucket foundations in sand

(2019) Xiao-jun Zhu et al.   Bulletin of Engineering Geology and the Environment

Performance evaluation of hybrid FFA-ANFIS and GA-ANFIS models to predict particle size distribution of a muck-pile after blasting

(2019) Jian Zhou et al.   ENGINEERING WITH COMPUTERS

A Comparative Study of PSO-ANN, GA-ANN, ICA-ANN, and ABC-ANN in Estimating the Heating Load of Buildings’ Energy Efficiency for Smart City Planning

(2019) Le Thi Le et al.   Applied Sciences-Basel

Prediction of Blast-Induced Rock Movement During Bench Blasting: Use of Gray Wolf Optimizer and Support Vector Regression

(2019) Zhi Yu et al.   Natural Resources Research

New Method for Characterizing the Shear Damage of Natural Rock Joint Based on 3D Engraving and 3D Scanning

(2019) Quan Jiang et al.   International Journal of Geomechanics

Long-term prediction of rockburst hazard in deep underground openings using three robust data mining techniques

(2018) Roohollah Shirani Faradonbeh et al.   ENGINEERING WITH COMPUTERS

Failure characteristics and stress distribution of pre-stressed rock specimen with circular cavity subjected to dynamic loading

(2018) Ming Tao et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

A fuzzy comprehensive evaluation methodology for rock burst forecasting using microseismic monitoring

(2018) Wu Cai et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Experimental simulation investigation on rockburst induced by spalling failure in deep circular tunnels

(2018) Feng-qiang Gong et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Evaluation method of rockburst: State-of-the-art literature review

(2018) Jian Zhou et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Experimental Investigation of Strain Rockburst in Circular Caverns Under Deep Three-Dimensional High-Stress Conditions

(2018) Feng-qiang Gong et al.   ROCK MECHANICS AND ROCK ENGINEERING

Developing intelligent classification models for rock burst prediction after recognizing significant predictor variables, Section 1: Literature review and data preprocessing procedure

(2018) Sajjad Afraei et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Rockburst characteristics and numerical simulation based on a strain energy density index: A case study of a roadway in Linglong gold mine, China

(2017) Lei Weng et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Rock burst prediction based on genetic algorithms and extreme learning machine

(2017) Tian-zheng Li et al.   Journal of Central South University

Assessment and analysis of strata movement with special reference to rock burst mechanism in island longwall panel

(2017) Guang-an Zhu et al.   Journal of Central South University

Feasibility of Random-Forest Approach for Prediction of Ground Settlements Induced by the Construction of a Shield-Driven Tunnel

(2017) Jian Zhou et al.   International Journal of Geomechanics

Training ANFIS Using the Enhanced Bees Algorithm and Least Squares Estimation

(2016) Hosein Marzi et al.   INTELLIGENT AUTOMATION AND SOFT COMPUTING

Classification of Rockburst in Underground Projects: Comparison of Ten Supervised Learning Methods

(2016) Jian Zhou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Feasibility of stochastic gradient boosting approach for predicting rockburst damage in burst-prone mines

(2016) Jian ZHOU et al.   TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA

Predicting rockburst tendency based on fuzzy matter–element model

(2015) Chunlai Wang et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Comparative performance of six supervised learning methods for the development of models of hard rock pillar stability prediction

(2015) Jian Zhou et al.   NATURAL HAZARDS

adabag: AnRPackage for Classification with Boosting and Bagging

(2015) Esteban Alfaro et al.   Journal of Statistical Software

Knowledge-based and data-driven fuzzy modeling for rockburst prediction

(2013) Amoussou Coffi Adoko et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Prediction of rock burst classification using the technique of cloud models with attribution weight

(2013) Zaobao Liu et al.   NATURAL HAZARDS

Multi-class AdaBoost

(2013) Trevor Hastie et al.   Statistics and Its Interface

Predicting Disputes in Public-Private Partnership Projects: Classification and Ensemble Models

(2012) Jui-Sheng Chou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

SSC: A Classifier Combination Method Based on Signal Strength

(2012) Haibo He et al.   IEEE Transactions on Neural Networks and Learning Systems

Long-term prediction model of rockburst in underground openings using heuristic algorithms and support vector machines

(2011) Jian Zhou et al.   SAFETY SCIENCE

Rockburst characteristics and numerical simulation based on a new energy index: a case study of a tunnel at 2,500 m depth

(2010) Quan Jiang et al.   Bulletin of Engineering Geology and the Environment

Ensemble with neural networks for bankruptcy prediction

(2009) Myoung-Jong Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bankruptcy forecasting: An empirical comparison of AdaBoost and neural networks

(2008) Esteban Alfaro et al.   DECISION SUPPORT SYSTEMS

Extrapolating regional soil landscapes from an existing soil map: Sampling intensity, validation procedures, and integration of spatial context

(2007) Clovis Grinand et al.   GEODERMA