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Accident Analysis for Construction Safety Using Latent Class Clustering and Artificial Neural Networks
16 references·8 citing·49 second hop
Accident Analysis for Construction Safety Using Latent Class Clustering and Artificial Neural Networks (2019)Accident Analysis for Construction Safety…Trends of Fall Accidents in the U.S. Construction Industry (2017)Trends of Fall Accidents in t…Applying Artificial Neural Networks for Measuring and Predicting Construction-Labor Productivity (2015)Applying Artificial Neural Ne…Neural Network Model for the Prediction of Safe Work Behavior in Construction Projects (2014)Neural Network Model for the …Proactive Construction Safety Control: Measuring, Monitoring, and Responding to Safety Leading Indicators (2013)Proactive Construction Safety…Analyses of systems theory for construction accident prevention with specific reference to OSHA accident reports (2013)Analyses of systems theory fo…Measuring project complexity using the Analytic Hierarchy Process (2010)Measuring project complexity …Process Safety and Environmental Protection (2009)Process Safety and Environmen…Measuring Safety Climate of a Construction Company (2009)Measuring Safety Climate of a…Construction Safety Risk Mitigation (2009)Construction Safety Risk Miti…Safety Management in Construction: Best Practices in Hong Kong (2007)Safety Management in Construc…Accident patterns and prevention measures for fatal occupational falls in the construction industry (2005)Accident patterns and prevent…Comparison of construction cost estimating models based on regression analysis, neural networks, and case-based reasoning (2004)Comparison of construction co…Latent Class Cluster Analysis (2002)Latent Class Cluster AnalysisIdentifying Root Causes of Construction Accidents (2000)Identifying Root Causes of Co…Identifying Root Causes of Construction Injuries (1998)Identifying Root Causes of Co…Three Multivariate Models: Factor Analysis, Latent Structure Analysis, and Latent Profile Analysis (1959)Three Multivariate Models: Fa…Machine learning-based construction site dynamic risk models (2023)Machine learning-based constr…Construction safety predictions with multi-head attention graph and sparse accident networks (2023)Construction safety predictio…Scenario-based automated data preprocessing to predict severity of construction accidents (2022)Scenario-based automated data…Causal analysis of accidents on construction sites: A hybrid fuzzy Delphi and DEMATEL approach (2022)Causal analysis of accidents …Developing a Holistic Occupational Health and Safety risk assessment model: An application to a case of sustainable construction project (2021)Developing a Holistic Occupat…Computer vision and long short-term memory: Learning to predict unsafe behaviour in construction (2021)Computer vision and long shor…Analysis of the Characteristics of Fatal Accidents in the Construction Industry in China Based on Statistical Data (2021)Analysis of the Characteristi…Developing an Ensemble Predictive Safety Risk Assessment Model: Case of Malaysian Construction Projects (2020)Developing an Ensemble Predic…Case Study Research: Design and Methods (1984)Case Study Research: Design and Methods (1991)Building theories from case study research (2009)Wearable technology for personalized construction safety monitoring and trending: Review of applicable devices (2017)Factors influencing safety performance on construction projects: A review (2018)Safety leading indicators for construction sites: A machine learning approach (2018)Industrial accident prevention (1941)Aging and occupational accidents a review of the literature of the last three decades (1995)Characteristic analysis of occupational accidents at small construction enterprises (2010)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)Multiple factor analysis. (1948)Measurement and prediction (1950)Multiple Factor Analysis (2007)Classical Latent Profile Analysis of Academic Self-Concept Dimensions: Synergy of Person- and Variable-Centered Approaches to Theoretical Models of Self-Concept (2009)Statistical Power to Detect the Correct Number of Classes in Latent Profile Analysis (2013)Delphi Assessment: Expert Opinion, Forecasting, and Group Process (1974)the delphi method: techniques and applications (1975)The Delphi Method: Techniques and Applications. (1977)Safety risk assessment using analytic hierarchy process (AHP) during planning and budgeting of construction projects (2013)A science mapping approach based review of construction safety research (2018)A scaling method for priorities in hierarchical structures (1977)The analytic hierarchy process : planning, priority setting, resource allocation (1980)How to make a decision: The analytic hierarchy process (1990)A conceptual framework for tackling knowable unknown unknowns in project management (2014)Clarifying the project complexity construct: Past, present and future (2016)Project Complexity and Risk Management (ProCRiM): Towards modelling project complexity driven risk paths in construction projects (2016)Neural Network Model for Parametric Cost Estimation of Highway Projects (1998)Regularization Neural Network for Construction Cost Estimation (1998)Predicting Accuracy of Early Cost Estimates Using Factor Analysis and Multivariate Regression (2003)Artificial Intelligence and Parametric Construction Cost Estimate Modeling: State-of-the-Art Review (2019)Cost estimation and prediction in construction projects: a systematic review on machine learning techniques (2020)Artificial intelligence for decision support systems in the field of operations research: review and future scope of research (2021)The Scree Test For The Number Of Factors (1966)Determining Sample Size for Research Activities (1970)Research methods in anthropology: qualitative and quantitative approaches (2002)Overview and analysis of safety management studies in the construction industry (2014)Predicting safety behavior in the construction industry: Development and test of an integrative model (2015)Categorization of action slips. (1981)Human Error (1990)Occupational biomechanics (1992)Linking construction fatalities to the design for construction safety concept (2005)Construction safety training using immersive virtual reality (2013)Latent Structure Analysis. (1969)Exploratory Latent Structure Analysis Using Both Identifiable and Unidentifiable Models (1974)Latent Structure Analysis (2014)Latent profile analysis: A review and “how to” guide of its application within vocational behavior research (2020)Safety Hazard Identification on Construction Projects (2006)Why operatives engage in unsafe work behavior: Investigating factors on construction sites (2007)
this work references cited by second hop

References

  • 2002Latent Class Cluster Analysis1,823 cited
  • 2000Identifying Root Causes of Construction Accidents588 cited
  • 2004Comparison of construction cost estimating models based on regression analysis, neural networks, and case-based reasoning489 cited
  • 2005Accident patterns and prevention measures for fatal occupational falls in the construction industry430 cited
  • 1959Three Multivariate Models: Factor Analysis, Latent Structure Analysis, and Latent Profile Analysis337 cited
  • 2010Measuring project complexity using the Analytic Hierarchy Process321 cited
  • 2009Construction Safety Risk Mitigation298 cited
  • 2009Measuring Safety Climate of a Construction Company297 cited
  • 2013Proactive Construction Safety Control: Measuring, Monitoring, and Responding to Safety Leading Indicators261 cited
  • 1998Identifying Root Causes of Construction Injuries194 cited
  • 2007Safety Management in Construction: Best Practices in Hong Kong176 cited
  • 2009Process Safety and Environmental Protection171 cited
  • 2017Trends of Fall Accidents in the U.S. Construction Industry171 cited
  • 2013Analyses of systems theory for construction accident prevention with specific reference to OSHA accident reports169 cited
  • 2015

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Applying Artificial Neural Networks for Measuring and Predicting Construction-Labor Productivity
162 cited
  • 2014Neural Network Model for the Prediction of Safe Work Behavior in Construction Projects130 cited
  • Cited by

    • 2022Causal analysis of accidents on construction sites: A hybrid fuzzy Delphi and DEMATEL approach158 cited
    • 2021Developing a Holistic Occupational Health and Safety risk assessment model: An application to a case of sustainable construction project116 cited
    • 2021Analysis of the Characteristics of Fatal Accidents in the Construction Industry in China Based on Statistical Data93 cited
    • 2021Computer vision and long short-term memory: Learning to predict unsafe behaviour in construction93 cited
    • 2022Scenario-based automated data preprocessing to predict severity of construction accidents89 cited
    • 2023Construction safety predictions with multi-head attention graph and sparse accident networks72 cited
    • 2020Developing an Ensemble Predictive Safety Risk Assessment Model: Case of Malaysian Construction Projects71 cited
    • 2023Machine learning-based construction site dynamic risk models68 cited