Predicting mine water inrush accidents based on water level anomalies of borehole groups using long short-term memory and isolation forest

A comparative study of mutual information-based input variable selection strategies for the displacement prediction of seepage-driven landslides using optimized support vector regression

(2022) Junwei Ma et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Risk assessment of fault water inrush during deep mining

(2022) Zhaodan Cao et al.   International Journal of Mining Science and Technology

Quantitative prediction model of water inrush quantities from coal mine roofs based on multi-factor analysis

(2022) Yaoshan Bi et al.   Environmental Earth Sciences

Optimized machine learning modelling for predicting the construction cost and duration of tunnelling projects

(2022) Arsalan Mahmoodzadeh et al.   AUTOMATION IN CONSTRUCTION

Numerical and Machine learning modeling of hard rock failure induced by structural planes around deep tunnels

(2022) Arsalan Mahmoodzadeh et al.   ENGINEERING FRACTURE MECHANICS

An upscaling approach to predict mine water inflow from roof sandstone aquifers

(2022) Lulu Xu et al.   JOURNAL OF HYDROLOGY

Metaheuristic-based support vector regression for landslide displacement prediction: a comparative study

(2022) Junwei Ma et al.   Landslides

Forecasting Face Support Pressure During EPB Shield Tunneling in Soft Ground Formations Using Support Vector Regression and Meta-heuristic Optimization Algorithms

(2022) Arsalan Mahmoodzadeh et al.   ROCK MECHANICS AND ROCK ENGINEERING

A comprehensive comparison among metaheuristics (MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction

(2022) Junwei Ma et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Characteristics and Classification of Microseismic Signals in Heading Face of Coal Mine: Implication for Coal and Gas Outburst Warning

(2022) Longyong Shu et al.   ROCK MECHANICS AND ROCK ENGINEERING

Extreme learning machine evolved by fuzzified hunger games search for energy and individual thermal comfort optimization

(2022) Le Wang et al.   Journal of Building Engineering

Forecasting tunnel boring machine penetration rate using LSTM deep neural network optimized by grey wolf optimization algorithm

(2022) Arsalan Mahmoodzadeh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Discriminant analysis of mine water inrush sources with multi-aquifer based on multivariate statistical analysis

(2021) Yaoshan Bi et al.   Environmental Earth Sciences

Detection of possible hydrological precursor anomalies using long short-term memory: A case study of the 1996 Lijiang earthquake

(2021) Xin Yan et al.   JOURNAL OF HYDROLOGY

Multi-sources information fusion analysis of water inrush disaster in tunnels based on improved theory of evidence

(2021) Shucai Li et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Prediction of mine water flow based on singular spectrum analysis and multiple time-series coupled model

(2021) Xiao Yang et al.   Arabian Journal of Geosciences

Research on forecasting coal bed methane demand and resource allocation system based on time series

(2020) Jianshe Linghu et al.   ENERGY EXPLORATION & EXPLOITATION

Research on Gas Concentration Prediction Models Based on LSTM Multidimensional Time Series

(2019) Tianjun Zhang et al.   Energies

Isolation Forest as an Alternative Data-Driven Mineral Prospectivity Mapping Method with a Higher Data-Processing Efficiency

(2018) Yongliang Chen et al.   Natural Resources Research

Mixed integer quadratic optimization formulations for eliminating multicollinearity based on variance inflation factor

(2018) Ryuta Tamura et al.   JOURNAL OF GLOBAL OPTIMIZATION

Prediction Reliability of Water Inrush Through the Coal Mine Floor

(2017) Mei Qiu et al.   Mine Water and the Environment

Predicting the Risk of Fault-Induced Water Inrush Using the Adaptive Neuro-Fuzzy Inference System

(2017) Qinglong Zhou et al.   Minerals

Relevant modes selection method based on Spearman correlation coefficient for laser signal denoising using empirical mode decomposition

(2016) Yabo Duan et al.   OPTICAL REVIEW

Lessons learnt from Indian inundation disasters: An analysis of case studies

(2016) A.K. Dash et al.   International Journal of Disaster Risk Reduction

A spatial assessment framework for evaluating flood risk under extreme climates

(2015) Yun Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Prediction of Floor Water Inrush: The Application of GIS-Based AHP Vulnerable Index Method to Donghuantuo Coal Mine, China

(2011) Qiang Wu et al.   ROCK MECHANICS AND ROCK ENGINEERING