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An optimization-based decision tree approach for predicting slip-trip-fall accidents at work
15 references·1 citing·51 second hop
An optimization-based decision tree approach for predicting slip-trip-fall accidents at work (2019)An optimization-based decision tree appro…Application of machine learning to construction injury prediction (2016)Application of machine learni…Using logical decision trees to discover the cause of process delays from event logs (2015)Using logical decision trees …Text analytics in industry: Challenges, desiderata and trends (2015)Text analytics in industry: C…Pattern extraction for high-risk accidents in the construction industry: a data-mining approach (2015)Pattern extraction for high-r…Cognitive Factors Influencing Safety Behavior at Height: A Multimethod Exploratory Study (2015)Cognitive Factors Influencing…Sustainability trends in the process industries: A text mining-based analysis (2014)Sustainability trends in the …Neural network analysis of construction safety management systems: a case study in Singapore (2013)Neural network analysis of co…Applying data mining techniques to analyze the causes of major occupational accidents in the petrochemical industry (2013)Applying data mining techniqu…An adaptive neuro-fuzzy inference system (anfis) model for assessing occupational risk in the shipbuilding industry (2013)An adaptive neuro-fuzzy infer…Analysing factors related to slipping, stumbling, and falling accidents at work: Application of data mining methods to Finnish occupational accidents and diseases statistics database (2012)Analysing factors related to …Safety analysis in process facilities: Comparison of fault tree and Bayesian network approaches (2011)Safety analysis in process fa…Prediction of work-related accidents according to working conditions using support vector machines (2011)Prediction of work-related ac…Applying data mining techniques to explore factors contributing to occupational injuries in Taiwan's construction industry (2011)Applying data mining techniqu…A Bayesian network analysis of workplace accidents caused by falls from a height (2008)A Bayesian network analysis o…Occupational slip, trip, and fall-related injuries can the contribution of slipperiness be isolated? (2001)Occupational slip, trip, and …Investigating the impact of emerging technologies on construction safety performance (2022)Investigating the impact of e…Analysis of Construction Worker Fall Accidents (2003)Identifying elements of poor construction safety management in China (2003)Have young workers more injuries than older ones? An international literature review (2004)Sectoral patterns of accident process for occupational safety using narrative texts of OSHA database (2021)Scenario-based automated data preprocessing to predict severity of construction accidents (2022)A systematic review on workplace health and safety of ageing construction workers (2023)Economic and Industrial Democracy (1985)Relation between occupational safety management and firm performance (2008)Construction workers’ perceptions of health and safety training programmes (2011)Overview and analysis of safety management studies in the construction industry (2014)Safety leading indicators for construction sites: A machine learning approach (2018)Internal organisational factors influencing corporate social and ethical reporting (2002)Do green supply chains lead to competitiveness and economic performance? 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(1992)Thirty years of safety climate research: Reflections and future directions (2010)A system dynamics view of a behavior-based safety program in the construction industry (2018)Application of machine learning techniques for predicting the consequences of construction accidents in China (2020)Improving the analysis of dependable systems by mapping fault trees into Bayesian networks (2001)Dynamic safety analysis of process systems by mapping bow-tie into Bayesian network (2012)Quantitative risk analysis of offshore drilling operations: A Bayesian approach (2013)Methods and models in process safety and risk management: Past, present and future (2015)Aging and occupational accidents a review of the literature of the last three decades (1995)Occupational slips and falls: more than a trivial problem (1995)Slips, trips and falls in different work groups — with reference to age and from a preventive perspective (2001)Injuries from slips and trips in construction (2005)Falls from Height in the Construction Industry: A Critical Review of the Scientific Literature (2016)State of science: occupational slips, trips and falls on the same level (2016)Determinants of Perceived Ease of Use: Integrating Control, Intrinsic Motivation, and Emotion into the Technology Acceptance Model (2000)A framework for analysis of data freshness (2004)Measuring information systems success: models, dimensions, measures, and interrelationships (2008)A survey of the applications of text mining in financial domain (2016)Machine learning in occupational accident analysis: A review using science mapping approach with citation network analysis (2020)Neuroscience research in consumer behavior: A review and future research agenda (2022)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)The Framing of Decisions and the Psychology of Choice (1981)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)Construction site accident analysis using text mining and natural language processing techniques (2018)
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References

  • 2011Safety analysis in process facilities: Comparison of fault tree and Bayesian network approaches768 cited
  • 2016Application of machine learning to construction injury prediction376 cited
  • 2001Occupational slip, trip, and fall-related injuries can the contribution of slipperiness be isolated?342 cited
  • 2011Applying data mining techniques to explore factors contributing to occupational injuries in Taiwan's construction industry181 cited
  • 2015Cognitive Factors Influencing Safety Behavior at Height: A Multimethod Exploratory Study156 cited
  • 2014Sustainability trends in the process industries: A text mining-based analysis148 cited
  • 2008A Bayesian network analysis of workplace accidents caused by falls from a height145 cited
  • 2015Text analytics in industry: Challenges, desiderata and trends133 cited
  • 2013Neural network analysis of construction safety management systems: a case study in Singapore128 cited
  • 2015Pattern extraction for high-risk accidents in the construction industry: a data-mining approach92 cited
  • 2013Applying data mining techniques to analyze the causes of major occupational accidents in the petrochemical industry92 cited
  • 2011Prediction of work-related accidents according to working conditions using support vector machines91 cited
  • 2012Analysing factors related to slipping, stumbling, and falling accidents at work: Application of data mining methods to Finnish occupational accidents and diseases statistics database

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85 cited
  • 2013An adaptive neuro-fuzzy inference system (anfis) model for assessing occupational risk in the shipbuilding industry82 cited
  • 2015Using logical decision trees to discover the cause of process delays from event logs36 cited
  • Cited by

    • 2022Investigating the impact of emerging technologies on construction safety performance80 cited