Application of machine learning techniques for predicting the consequences of construction accidents in China

Predicting and analyzing injury severity: A machine learning-based approach using class-imbalanced proactive and reactive data

(2020) Sobhan Sarkar et al.   SAFETY SCIENCE

Identification of critical causes of construction accidents in China using a model based on system thinking and case analysis

(2019) Wei Zhang et al.   SAFETY SCIENCE

Evaluating machine learning performance in predicting injury severity in agribusiness industries

(2019) Fatemeh Davoudi Kakhki et al.   SAFETY SCIENCE

Large data sets and machine learning: Applications to statistical arbitrage

(2019) Nicolas Huck   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Learning about risk: Machine learning for risk assessment

(2019) Nicola Paltrinieri et al.   SAFETY SCIENCE

An optimization-based decision tree approach for predicting slip-trip-fall accidents at work

(2019) Sobhan Sarkar et al.   SAFETY SCIENCE

Safety leading indicators for construction sites: A machine learning approach

(2018) Clive Q.X. Poh et al.   AUTOMATION IN CONSTRUCTION

Application of optimized machine learning techniques for prediction of occupational accidents

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

A decision analytic approach to predicting quality of life for lung transplant recipients: A hybrid genetic algorithms-based methodology

(2018) Asil Oztekin et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Comparative study on vulnerability assessment for urban buried gas pipeline network based on SVM and ANN methods

(2018) Feng Li et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Dynamic failure analysis of process systems using neural networks

(2017) Sunday A. Adedigba et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Toward Probabilistic Prediction of Flash Flood Human Impacts

(2017) Galateia Terti et al.   RISK ANALYSIS

Developing dimensions and key indicators for the safety climate within China’s construction teams: A questionnaire survey on construction sites in Nanjing

(2017) Qiming Li et al.   SAFETY SCIENCE

Application of machine learning to construction injury prediction

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

Risk assessment of safety and health (RASH) for building construction

(2015) Saud Al-Anbari et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Predicting construction cost overruns using text mining, numerical data and ensemble classifiers

(2014) Trefor P. Williams et al.   AUTOMATION IN CONSTRUCTION

Identifying patterns of safety related incidents in a steel plant using association rule mining of incident investigation reports

(2014) Abhishek Verma et al.   SAFETY SCIENCE

Hybrid principal component analysis and support vector machine model for predicting the cost performance of commercial building projects using pre-project planning variables

(2012) Hyojoo Son et al.   AUTOMATION IN CONSTRUCTION

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

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

Occupational Health and Safety Surveillance and Research Using Workersʼ Compensation Data

(2012) David F. Utterback et al.   JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL MEDICINE

Comparative analysis of data mining methods for bankruptcy prediction

(2011) David L. Olson et al.   DECISION SUPPORT SYSTEMS

https://journals.vgtu.lt/index.php/JCEM/article/view/5898

(2010) Edmundas Kazimieras Zavadskas et al.   Journal of Civil Engineering and Management

The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives

(2010) Dominique Lord et al.   TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

A machine learning methodology for the analysis of workplace accidents

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

In-depth accident analysis of electrical fatalities in the construction industry

(2008) Chia-Fen Chi et al.   INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS

Workplace and organisational factors in accident analysis within the Food Industry

(2008) C. Jacinto et al.   SAFETY SCIENCE

Factor selection for delay analysis using Knowledge Discovery in Databases

(2007) Hyunjoo Kim et al.   AUTOMATION IN CONSTRUCTION