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Machine learning predictive model based on national data for fatal accidents of construction workers
9 references·4 citing·39 second hop
Machine learning predictive model based on national data for fatal accidents of construction workers (2019)Machine learning predictive model based o…Application of machine learning to construction injury prediction (2016)Application of machine learni…Global data privacy laws: 89 countries, and accelerating (2012)Global data privacy laws: 89 …Impact of gender, age and experience of pilots on general aviation accidents (2011)Impact of gender, age and exp…Characteristic analysis of occupational accidents at small construction enterprises (2010)Characteristic analysis of oc…Accident patterns and prevention measures for fatal occupational falls in the construction industry (2005)Accident patterns and prevent…The Distribution of Psychiatric and Somatic Ill Health: Associations With Personality and Socioeconomic Status (2001)The Distribution of Psychiatr…Ergonomics and the Older Worker: An Overview (1991)Ergonomics and the Older Work…Ageing and work. (1991)Ageing and work.Industrial accident prevention : a safety management approach (1980)Industrial accident preventio…Enhancing construction safety: Machine learning-based classification of injury types (2023)Enhancing construction safety…Predicting fatal fall from heights accidents using random forest classification machine learning model (2022)Predicting fatal fall from he…Integrating feature engineering, genetic algorithm and tree-based machine learning methods to predict the post-accident disability status of construction workers (2021)Integrating feature engineeri…Application of machine learning techniques for predicting the consequences of construction accidents in China (2020)Application of machine learni…Industrial accident prevention (1941)The Distribution of Job Characteristics (1974)Mobile passive Radio Frequency Identification (RFID) portal for automated and rapid control of Personal Protective Equipment (PPE) on construction sites (2013)Falls from Height in the Construction Industry: A Critical Review of the Scientific Literature (2016)Factors affecting safety performance on construction sites (1999)Identifying elements of poor construction safety management in China (2003)Contributing factors in construction accidents (2005)Factors Influencing Unsafe Behaviors and Accidents on Construction Sites: A Review (2014)Managing safety in small and medium enterprises (2014)Predicting types of occupational accidents at construction sites in Korea using random forest model (2019)Expertise in aeronautical weather-related decision making: A cross-sectional analysis of general aviation pilots. (1995)Factors associated with pilot error in aviation crashes. (2001)The social consequences of transport decision-making: clarifying concepts, synthesising knowledge and assessing implications (2012)Factors influencing low female representation in pilot training recruitment (2021)Evidence-based managerial decision-making with machine learning: The case of Bayesian inference in aviation incidents (2023)Social Origins of Depression: A Study of Psychiatric Disorder in Women. (1980)Psychiatric disorder in a sample of the general population with and without chronic medical conditions (1988)Prevalence of psychiatric disorder in the general population: results of the Netherlands Mental Health Survey and Incidence Study (NEMESIS) (1998)Military deployment to the Gulf War as a risk factor for psychiatric illness among US troops (2006)Personality and Medical Illness Burden Among Older Adults in Primary Care (2007)The relationship between early personality and midlife psychological well-being: evidence from a UK birth cohort study (2008)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)Application of optimized machine learning techniques for prediction of occupational accidents (2018)Improving construction site safety through leader-based verbal safety communication (2010)Risk assessment of construction projects (2010)Causal analysis of accidents on construction sites: A hybrid fuzzy Delphi and DEMATEL approach (2022)The Application of Electronic Computers to Factor Analysis (1960)Construction site accident analysis using text mining and natural language processing techniques (2018)Cybersecurity data science: an overview from machine learning perspective (2020)Safety leading indicators for construction sites: A machine learning approach (2018)Computer vision for behaviour-based safety in construction: A review and future directions (2019)AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications (2024)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Machine learning in energy economics and finance: A review (2019)Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression (2021)A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory (2017)The Human Factors Analysis and Classification System (HFACS) (2017)
this work references cited by second hop

References

  • 2005Accident patterns and prevention measures for fatal occupational falls in the construction industry417 cited
  • 1980Industrial accident prevention : a safety management approach389 cited
  • 2016Application of machine learning to construction injury prediction361 cited
  • 2010Characteristic analysis of occupational accidents at small construction enterprises248 cited
  • 2011Impact of gender, age and experience of pilots on general aviation accidents120 cited
  • 2001The Distribution of Psychiatric and Somatic Ill Health: Associations With Personality and Socioeconomic Status90 cited
  • 1991Ergonomics and the Older Worker: An Overview65 cited
  • 2012Global data privacy laws: 89 countries, and accelerating58 cited
  • 1991Ageing and work.50 cited

Cited by

  • 2020Application of machine learning techniques for predicting the consequences of construction accidents in China166 cited
  • 2022Predicting fatal fall from heights accidents using random forest classification machine learning model125 cited
  • 2021Integrating feature engineering, genetic algorithm and tree-based machine learning methods to predict the post-accident disability status of construction workers105 cited
  • 2023Enhancing construction safety: Machine learning-based classification of injury types101 cited

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