Predictive Modeling for Occupational Safety Outcomes and Days Away from Work Analysis in Mining Operations

Excess Mortality Due to External Causes in Women in the South African Mining Industry: 2013–2015

(2020) Kerry S. Wilson et al.   International Journal of Environmental Research and Public Health

Risk assessment by failure mode and effects analysis (FMEA) using an interval number based logistic regression model

(2020) Pushparenu Bhattacharjee et al.   SAFETY SCIENCE

The impact of class imbalance in classification performance metrics based on the binary confusion matrix

(2019) Amalia Luque et al.   PATTERN RECOGNITION

Evaluating machine learning performance in predicting injury severity in agribusiness industries

(2019) Fatemeh Davoudi Kakhki et al.   SAFETY SCIENCE

Use of Logistic Regression to Identify Factors Influencing the Post-Incident State of Occupational Injuries in Agribusiness Operations

(2019) Fatemeh Davoudi Kakhki et al.   Applied Sciences-Basel

Segmentation of Severe Occupational Incidents in Agribusiness Industries Using Latent Class Clustering

(2019) Fatemeh Davoudi Kakhki et al.   Applied Sciences-Basel

Use of Neural Networks to Identify Safety Prevention Priorities in Agro-Manufacturing Operations within Commercial Grain Elevators

(2019) Fatemeh Davoudi Kakhki et al.   Applied Sciences-Basel

Application of optimized machine learning techniques for prediction of occupational accidents

(2018) Sobhan Sarkar et al.   COMPUTERS & OPERATIONS RESEARCH

Effective data generation for imbalanced learning using conditional generative adversarial networks

(2018) Georgios Douzas et al.   EXPERT SYSTEMS WITH APPLICATIONS

Analysis of Occupational Accidents in Underground and Surface Mining in Spain Using Data-Mining Techniques

(2018) Lluís Sanmiquel et al.   International Journal of Environmental Research and Public Health

Deep Learning- and Word Embedding-Based Heterogeneous Classifier Ensembles for Text Classification

(2018) Zeynep H. Kilimci et al.   COMPLEXITY

Analysis of Injuries in the Ghanaian Mining Industry and Priority Areas for Research

(2018) Eric Stemn   Safety and Health at Work

Systematic review: Lost-time injuries in the US mining industry

(2017) B Nowrouzi-Kia et al.   OCCUPATIONAL MEDICINE-OXFORD

Evaluation of tree-based ensemble learning algorithms for building energy performance estimation

(2017) Sokratis Papadopoulos et al.   Journal of Building Performance Simulation

Application of machine learning to construction injury prediction

(2016) Antoine J.-P. Tixier et al.   AUTOMATION IN CONSTRUCTION

A bibliometric review of the most cited literature related to mining injuries

(2016) Behdin Nowrouzi et al.   International Journal of Mining Reclamation and Environment

Refined Stratified Sampling for efficient Monte Carlo based uncertainty quantification

(2015) Michael D. Shields et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Study of Spanish mining accidents using data mining techniques

(2015) Lluís Sanmiquel et al.   SAFETY SCIENCE

Bagging and boosting variants for handling classifications problems: a survey

(2013) Sotiris B. Kotsiantis   KNOWLEDGE ENGINEERING REVIEW

Evaluation of occupational injuries with lost days among opencast coal mine workers through logistic regression models

(2013) Seyhan Onder   SAFETY SCIENCE

Explaining and predicting workplace accidents using data-mining techniques

(2011) T. Rivas et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Underground coal mining injury: A look at how age and experience relate to days lost from work following an injury

(2010) Katherine A. Margolis   SAFETY SCIENCE

Classification technique for danger classes of coal and gas outburst in deep coal mines

(2009) Xueqiu He et al.   SAFETY SCIENCE

A machine learning methodology for the analysis of workplace accidents

(2008) J. M. Matías et al.   INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS