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Safety leading indicators for construction sites: A machine learning approach
16 references·10 citing·42 second hop
Safety leading indicators for construction sites: A machine learning approach (2018)Safety leading indicators for constructio…100 years of occupational safety research: From basic protections and work analysis to a multilevel view of workplace safety and risk. (2017)100 years of occupational saf…Managing the Risks of Organizational Accidents (2016)Managing the Risks of Organiz…Application of machine learning to construction injury prediction (2016)Application of machine learni…Predicting construction cost overruns using text mining, numerical data and ensemble classifiers (2014)Predicting construction cost …Overview and analysis of safety management studies in the construction industry (2014)Overview and analysis of safe…Knowledge-Based Simulation Modeling of Construction Fleet Operations Using Multimodal-Process Data Mining (2013)Knowledge-Based Simulation Mo…Predicting Disputes in Public-Private Partnership Projects: Classification and Ensemble Models (2012)Predicting Disputes in Public…Thirty years of safety climate research: Reflections and future directions (2010)Thirty years of safety climat…Building Safety indicators: Part 2 – Application, practices and results (2010)Building Safety indicators: P…Web-based conceptual cost estimates for construction projects using Evolutionary Fuzzy Neural Inference Model (2008)Web-based conceptual cost est…Transformational leadership and group interaction as climate antecedents: A social network analysis. (2008)Transformational leadership a…Thinking About Process Safety Indicators (2008)Thinking About Process Safety…More thinking about process safety indicators (2008)More thinking about process s…The Measurement of Observer Agreement for Categorical Data (1977)The Measurement of Observer A…Quantification of Agreement in Psychiatric Diagnosis (1967)Quantification of Agreement i…A Coefficient of Agreement for Nominal Scales (1960)A Coefficient of Agreement fo…AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications (2024)AI integration in constructio…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…Text mining-based construction site accident classification using hybrid supervised machine learning (2020)Text mining-based constructio…Predicting and analyzing injury severity: A machine learning-based approach using class-imbalanced proactive and reactive data (2020)Predicting and analyzing inju…Machine learning in occupational accident analysis: A review using science mapping approach with citation network analysis (2020)Machine learning in occupatio…Application of machine learning techniques for predicting the consequences of construction accidents in China (2020)Application of machine learni…AI-based prediction of independent construction safety outcomes from universal attributes (2020)AI-based prediction of indepe…Predicting types of occupational accidents at construction sites in Korea using random forest model (2019)Predicting types of occupatio…Review : Knowledge Management and Knowledge Management Systems: Conceptual Foundations And Research Issues1,2 (2001)Conducting research literature reviews: from the Internet to paper (2005)Visualization technology-based construction safety management: A review (2016)A critical review of virtual and augmented reality (VR/AR) applications in construction safety (2017)Bibliometric analysis of safety culture research (2017)Systematic Approaches to a Successful Literature Review (2022)The Psychology of Interpersonal Relations. 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(1994)Application of optimized machine learning techniques for prediction of occupational accidents (2018)Machine learning predictive model based on national data for fatal accidents of construction workers (2019)Organizational culture and leadership (1993)Critical Incident Technique (2007)Principles of Scientific Management, The (2015)Antecedents of safety behavior in construction: A literature review and an integrated conceptual framework (2020)Impact of Construction Safety Culture and Construction Safety Climate on Safety Behavior and Safety Motivation (2021)Psychosocial factors and safety in high-risk industries: A systematic literature review (2022)Identifying elements of poor construction safety management in China (2003)Applying a random forest method approach to model travel mode choice behavior (2018)Causal factors and risk assessment of fall accidents in the U.S. construction industry: A comprehensive data analysis (2000–2020) (2021)A group-level model of safety climate: Testing the effect of group climate on microaccidents in manufacturing jobs. (2000)The nature of safety culture: a review of theory and research (2000)Towards a model of safety culture (2000)Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime Version (K-SADS-PL): Initial Reliability and Validity Data (1997)Interrater reliability: the kappa statistic (2012)Oppositional defiant disorder and conduct disorder: A meta-analytic review of factor analyses and cross-validation in a clinic sample (1993)Vulnerability to psychopathology: A biosocial model. (1999)A Systematic Review of Studies Comparing the Measurement Properties of the Three-Level and Five-Level Versions of the EQ-5D (2018)
this work references cited by second hop

References

  • 1977The Measurement of Observer Agreement for Categorical Data81,000 cited
  • 1960A Coefficient of Agreement for Nominal Scales42,335 cited
  • 2016Managing the Risks of Organizational Accidents4,433 cited
  • 2010Thirty years of safety climate research: Reflections and future directions1,159 cited
  • 2014Overview and analysis of safety management studies in the construction industry627 cited
  • 2008Transformational leadership and group interaction as climate antecedents: A social network analysis.437 cited
  • 2016Application of machine learning to construction injury prediction361 cited
  • 2017100 years of occupational safety research: From basic protections and work analysis to a multilevel view of workplace safety and risk.350 cited
  • 1967Quantification of Agreement in Psychiatric Diagnosis333 cited
  • 2008Thinking About Process Safety Indicators194 cited
  • 2014Predicting construction cost overruns using text mining, numerical data and ensemble classifiers164 cited
  • 2008More thinking about process safety indicators160 cited
  • 2008Web-based conceptual cost estimates for construction projects using Evolutionary Fuzzy Neural Inference Model128 cited
  • 2010Building Safety indicators: Part 2 – Application, practices and results105 cited

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2012
Predicting Disputes in Public-Private Partnership Projects: Classification and Ensemble Models
94 cited
  • 2013Knowledge-Based Simulation Modeling of Construction Fleet Operations Using Multimodal-Process Data Mining92 cited
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    • 2019Predicting types of occupational accidents at construction sites in Korea using random forest model235 cited
    • 2020Text mining-based construction site accident classification using hybrid supervised machine learning226 cited
    • 2020Application of machine learning techniques for predicting the consequences of construction accidents in China166 cited
    • 2020Predicting and analyzing injury severity: A machine learning-based approach using class-imbalanced proactive and reactive data160 cited
    • 2020AI-based prediction of independent construction safety outcomes from universal attributes143 cited
    • 2022Predicting fatal fall from heights accidents using random forest classification machine learning model125 cited
    • 2024AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications116 cited
    • 2020Machine learning in occupational accident analysis: A review using science mapping approach with citation network analysis111 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