Rockburst intensity evaluation by a novel systematic and evolved approach: machine learning booster and application

Advances in statistical mechanics of rock masses and its engineering applications

(2021) Faquan Wu et al.   Journal of Rock Mechanics and Geotechnical Engineering

Reduction of computational error by optimizing SVR kernel coefficients to simulate concrete compressive strength through the use of a human learning optimization algorithm

(2021) Jiandong Huang et al.   ENGINEERING WITH COMPUTERS

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

(2021) Shi-ming Wang et al.   Journal of Central South University

A new empirical chart for rockburst analysis in tunnelling: Tunnel rockburst classification (TRC)

(2021) Hadi Farhadian   International Journal of Mining Science and Technology

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

Re-epithelialization and immune cell behaviour in an ex vivo human skin model

(2020) Ana Rakita et al.   Scientific Reports

Investigation on jet grouting support strategy for controlling time‐dependent deformation in the roadway

(2020) Yuantian Sun et al.   Energy Science & Engineering

Machine-learning-assisted shear strength prediction of reinforced concrete beams with and without stirrups

(2020) Junfei Zhang et al.   ENGINEERING WITH COMPUTERS

Development of ensemble learning models to evaluate the strength of coal-grout materials

(2020) Yuantian Sun et al.   International Journal of Mining Science and Technology

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

(2019) Ebrahim Ghasemi et al.   ENGINEERING WITH COMPUTERS

Optimized neural network using beetle antennae search for predicting the unconfined compressive strength of jet grouting coalcretes

(2019) Yuantian Sun et al.   INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

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

(2019) Jian Zhou et al.   ENGINEERING WITH COMPUTERS

Determination of Young's modulus of jet grouted coalcretes using an intelligent model

(2019) Yuantian Sun et al.   ENGINEERING GEOLOGY

Modelling uniaxial compressive strength of lightweight self-compacting concrete using random forest regression

(2019) Junfei Zhang et al.   CONSTRUCTION AND BUILDING MATERIALS

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

Rock burst prediction probability model based on case analysis

(2019) Shunchuan Wu et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Prediction of the Strength of Rubberized Concrete by an Evolved Random Forest Model

(2019) Yuantian Sun et al.   Advances in Civil Engineering

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

Prediction of open stope hangingwall stability using random forests

(2018) Chongchong Qi et al.   NATURAL HAZARDS

Statistical assessment of rock burst potential and contributions of considered predictor variables in the task

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

Application of Cloud Model in Rock Burst Prediction and Performance Comparison with Three Machine Learning Algorithms

(2018) Yun Lin et al.   IEEE Access

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

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

Developing intelligent classification models for rock burst prediction after recognizing significant predictor variables, Section 2: Designing classifiers

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

A logistic regression classifier for long-term probabilistic prediction of rock burst hazard

(2017) Ning Li et al.   NATURAL HAZARDS

Predicting rock burst hazard with incomplete data using Bayesian networks

(2017) Ning Li et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

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

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

Prediction of rock burst classification using cloud model with entropy weight

(2016) Ke-ping ZHOU et al.   TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA

Rockburst laboratory tests database — Application of data mining techniques

(2015) Manchao He et al.   ENGINEERING GEOLOGY

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

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

Prediction of rockburst classification using Random Forest

(2013) Long-jun DONG et al.   TRANSACTIONS OF NONFERROUS METALS SOCIETY OF CHINA

Principles of rock support in burst-prone ground

(2013) M. Cai   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Microseismic low-frequency precursor effect of bursting failure of coal and rock

(2012) Cai-Ping Lu et al.   JOURNAL OF APPLIED GEOPHYSICS

A Top Pilot Tunnel Preconditioning Method for the Prevention of Extremely Intense Rockbursts in Deep Tunnels Excavated by TBMs

(2011) Chuanqing Zhang et al.   ROCK MECHANICS AND ROCK ENGINEERING

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

(2011) Jian Zhou et al.   SAFETY SCIENCE

Firefly algorithm, stochastic test functions and design optimisation

(2010) Xin She Yang   International Journal of Bio-Inspired Computation