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Pattern extraction for high-risk accidents in the construction industry: a data-mining approach
12 references·4 citing·38 second hop
Pattern extraction for high-risk accidents in the construction industry: a data-mining approach (2015)Pattern extraction for high-risk accident…Analysis of construction accidents in Spain, 2003-2008 (2012)Analysis of construction acci…Use of association rules to explore cause–effect relationships in occupational accidents in the Taiwan construction industry (2010)Use of association rules to e…Characteristic analysis of occupational accidents at small construction enterprises (2010)Characteristic analysis of oc…The characteristics of fatal occupational injuries in Korea’s construction industry, 1997–2004 (2009)The characteristics of fatal …Construction industry accidents in Spain (2008)Construction industry acciden…Construction fatalities in Singapore (2008)Construction fatalities in Si…Data mining for occupational injuries in the Taiwan construction industry (2007)Data mining for occupational …Accidents in the construction industry in the Netherlands: An analysis of accident reports using Storybuilder (2007)Accidents in the construction…Have young workers more injuries than older ones? An international literature review (2004)Have young workers more injur…Identifying elements of poor construction safety management in China (2003)Identifying elements of poor …Analysis of Construction Worker Fall Accidents (2003)Analysis of Construction Work…Occupational slip, trip, and fall-related injuries can the contribution of slipperiness be isolated? (2001)Occupational slip, trip, and …A systematic review on workplace health and safety of ageing construction workers (2023)A systematic review on workpl…Scenario-based automated data preprocessing to predict severity of construction accidents (2022)Scenario-based automated data…Sectoral patterns of accident process for occupational safety using narrative texts of OSHA database (2021)Sectoral patterns of accident…An optimization-based decision tree approach for predicting slip-trip-fall accidents at work (2019)An optimization-based decisio…Contributing factors in construction accidents (2005)Factors Influencing Unsafe Behaviors and Accidents on Construction Sites: A Review (2014)Falls from Height in the Construction Industry: A Critical Review of the Scientific Literature (2016)Factors affecting safety performance on construction sites (1999)Factors influencing the implementation of a safety management system for construction sites (2011)Occupational risk assessment in construction industry – Overview and reflection (2011)Factors influencing safety performance on construction projects: A review (2018)Industrial accident prevention : a safety management approach (1980)Strategies for Achieving Excellence in Construction Safety Performance (1996)Effects of cooperative procurement procedures on construction project performance: A conceptual framework (2010)Overview and analysis of safety management studies in the construction industry (2014)A risk assessment approach for enhancing construction safety performance (2019)Accident patterns and prevention measures for fatal occupational falls in the construction industry (2005)A fuzzy risk assessment approach for occupational hazards in the construction industry (2011)Safety leading indicators for construction sites: A machine learning approach (2018)Construction safety in Kuwait: issues, procedures, problems, and recommendations (2000)Perspectives on safety culture (2000)Relation between occupational safety management and firm performance (2008)Construction projects selection and risk assessment by fuzzy AHP and fuzzy TOPSIS methodologies (2014)Industrial accident prevention (1941)Why operatives engage in unsafe work behavior: Investigating factors on construction sites (2007)Applying data mining techniques to explore factors contributing to occupational injuries in Taiwan's construction industry (2011)Using eye-tracker to compare search patterns between experienced and novice workers for site hazard identification (2015)Fatal Occupational Injuries (1982)Age-related differences in work attitudes and behavior: A review and conceptual analysis. (1983)Aging and occupational accidents a review of the literature of the last three decades (1995)Age-related differences in work injuries: A multivariate, population-based study (2005)Occupational injury and accident research: A comprehensive review (2012)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)State of science: occupational slips, trips and falls on the same level (2016)Principles of Construction Safety (2001)Systems Model of Construction Accident Causation (2005)Construction safety and digital design: A review (2011)How safety leadership works among owners, contractors and subcontractors in construction projects (2016)Fatal accident patterns of building construction activities in China (2018)Causal factors and risk assessment of fall accidents in the U.S. construction industry: A comprehensive data analysis (2000–2020) (2021)
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References

  • 2003Identifying elements of poor construction safety management in China619 cited
  • 2003Analysis of Construction Worker Fall Accidents420 cited
  • 2004Have young workers more injuries than older ones? An international literature review402 cited
  • 2001Occupational slip, trip, and fall-related injuries can the contribution of slipperiness be isolated?342 cited
  • 2008Construction industry accidents in Spain257 cited
  • 2010Characteristic analysis of occupational accidents at small construction enterprises255 cited
  • 2010Use of association rules to explore cause–effect relationships in occupational accidents in the Taiwan construction industry220 cited
  • 2007Data mining for occupational injuries in the Taiwan construction industry192 cited
  • 2012Analysis of construction accidents in Spain, 2003-2008181 cited
  • 2008Construction fatalities in Singapore128 cited
  • 2009The characteristics of fatal occupational injuries in Korea’s construction industry, 1997–2004118 cited
  • 2007Accidents in the construction industry in the Netherlands: An analysis of accident reports using Storybuilder99 cited

Cited by

  • 2022Scenario-based automated data preprocessing to predict severity of construction accidents89 cited
  • 2019An optimization-based decision tree approach for predicting slip-trip-fall accidents at work

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80 cited
  • 2021Sectoral patterns of accident process for occupational safety using narrative texts of OSHA database68 cited
  • 2023A systematic review on workplace health and safety of ageing construction workers63 cited