SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
AI-based prediction of independent construction safety outcomes from universal attributes
10 references·7 citing·46 second hop
AI-based prediction of independent construction safety outcomes from universal attributes (2020)AI-based prediction of independent constr…Predicting types of occupational accidents at construction sites in Korea using random forest model (2019)Predicting types of occupatio…Safety leading indicators for construction sites: A machine learning approach (2018)Safety leading indicators for…Application of optimized machine learning techniques for prediction of occupational accidents (2018)Application of optimized mach…Construction Safety Clash Detection: Identifying Safety Incompatibilities among Fundamental Attributes using Data Mining (2016)Construction Safety Clash Det…Application of machine learning to construction injury prediction (2016)Application of machine learni…Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports (2015)Automated content analysis fo…Overview and analysis of safety management studies in the construction industry (2014)Overview and analysis of safe…Estimate at Completion for construction projects using Evolutionary Support Vector Machine Inference Model (2010)Estimate at Completion for co…A support vector machine model for contractor prequalification (2008)A support vector machine mode…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Decision-Theoretic Generali…AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications (2024)AI integration in constructio…Knowledge Graph Improved Dynamic Risk Analysis Method for Behavior-Based Safety Management on a Construction Site (2023)Knowledge Graph Improved Dyna…Application of machine learning technology for occupational accident severity prediction in the case of construction collapse accidents (2023)Application of machine learni…Scenario-based automated data preprocessing to predict severity of construction accidents (2022)Scenario-based automated data…Prediction of construction accident outcomes based on an imbalanced dataset through integrated resampling techniques and machine learning methods (2022)Prediction of construction ac…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…Accident prediction in construction using hybrid wavelet-machine learning (2021)Accident prediction in constr…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)Contributions to the Theory of Games (1952)An analog of the minimax theorem for vector payoffs (1956)Contributions to the theory of games. (1960)The Nonstochastic Multiarmed Bandit Problem (2002)Prediction, Learning, and Games (2006)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Content Analysis in Mass Communication: Assessment and Reporting of Intercoder Reliability (2002)Text Mining Infrastructure in R (2008)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)A science mapping approach based review of construction safety research (2018)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)Monitoring fatigue in construction workers using physiological measurements (2017)Factoring and weighting approaches to status scores and clique identification (1972)Qualitative Research: Application of the Delphi Method to CEM Research (2009)Machine Learning Algorithms for Construction Projects Delay Risk Prediction (2019)Machine learning in occupational accident analysis: A review using science mapping approach with citation network analysis (2020)Sensor-based safety management (2020)Comparative analysis of data mining methods for bankruptcy prediction (2011)Occupational injury and accident research: A comprehensive review (2012)Application of machine learning techniques for predicting the consequences of construction accidents in China (2020)Predicting and analyzing injury severity: A machine learning-based approach using class-imbalanced proactive and reactive data (2020)A Coefficient of Agreement for Nominal Scales (1960)The Measurement of Observer Agreement for Categorical Data (1977)Managing the Risks of Organizational Accidents (2016)Text mining-based construction site accident classification using hybrid supervised machine learning (2020)Artificial Intelligence Enabled Project Management: A Systematic Literature Review (2023)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)Predicting fatal fall from heights accidents using random forest classification machine learning model (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)Investigating the impact of emerging technologies on construction safety performance (2022)Enhancing construction safety: Machine learning-based classification of injury types (2023)Distributional Structure (1954)Computer vision techniques for construction safety and health monitoring (2015)An integrated approach for automatic safety inspection in construction: Domain knowledge with multimodal large language model (2025)
this work references cited by second hop

References

  • 1997A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting20,503 cited
  • 2014Overview and analysis of safety management studies in the construction industry654 cited
  • 2016Application of machine learning to construction injury prediction376 cited
  • 2015Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports374 cited
  • 2018Safety leading indicators for construction sites: A machine learning approach314 cited
  • 2018Application of optimized machine learning techniques for prediction of occupational accidents253 cited
  • 2019Predicting types of occupational accidents at construction sites in Korea using random forest model244 cited
  • 2016Construction Safety Clash Detection: Identifying Safety Incompatibilities among Fundamental Attributes using Data Mining132 cited
  • 2010Estimate at Completion for construction projects using Evolutionary Support Vector Machine Inference Model93 cited
  • 2008A support vector machine model for contractor prequalification83 cited

Cited by

  • 2024AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications122 cited
  • 2021Integrating feature engineering, genetic algorithm and tree-based machine learning methods to predict the post-accident disability status of construction workers110 cited
  • 2021

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

Accident prediction in construction using hybrid wavelet-machine learning
105 cited
  • 2023Application of machine learning technology for occupational accident severity prediction in the case of construction collapse accidents95 cited
  • 2022Scenario-based automated data preprocessing to predict severity of construction accidents89 cited
  • 2023Knowledge Graph Improved Dynamic Risk Analysis Method for Behavior-Based Safety Management on a Construction Site64 cited
  • 2022Prediction of construction accident outcomes based on an imbalanced dataset through integrated resampling techniques and machine learning methods62 cited