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Hybrid Artificial Intelligence HFS-RF-PSO Model for Construction Labor Productivity Prediction and Optimization
16 references·0 citing·42 second hop
Hybrid Artificial Intelligence HFS-RF-PSO Model for Construction Labor Productivity Prediction and Optimization (2021)Hybrid Artificial Intelligence HFS-RF-PSO…System dynamics modeling approach to quantify change orders impact on labor productivity 1: principles and model development comparative study (2020)System dynamics modeling appr…Modelling labour productivity using SVM and RF: a comparative study on classifiers performance (2020)Modelling labour productivity…Dynamic feature selection for accurately predicting construction productivity using symbiotic organisms search-optimized least square support vector machine (2020)Dynamic feature selection for…Identifying factors affecting construction labour productivity in India and measures to improve productivity (2019)Identifying factors affecting…Structural Equation Model of the Factors Affecting Construction Labor Productivity (2018)Structural Equation Model of …Dynamic Modeling of Multifactor Construction Productivity for Equipment-Intensive Activities (2018)Dynamic Modeling of Multifact…Factors affecting construction labour productivity in Yemen (2017)Factors affecting constructio…Engineering Approach Using ANN to Improve and Predict Construction Labor Productivity under Different Influences (2017)Engineering Approach Using AN…Simulation-based construction productivity forecast using Neural-Network-Driven Fuzzy Reasoning (2016)Simulation-based construction…Factors influencing labour productivity in Bahrain's construction industry (2015)Factors influencing labour pr…Critical Factors Affecting Construction Labor Productivity in Egypt (2014)Critical Factors Affecting Co…Significance ranking of parameters impacting construction labour productivity (2012)Significance ranking of param…On-site Labour Productivity of New Zealand Construction Industry: Key Constraints and Improvement Measures (2011)On-site Labour Productivity o…Measuring and Modeling Labor Productivity Using Historical Data (2008)Measuring and Modeling Labor …Application of AHP in improving construction productivity from a management perspective (2008)Application of AHP in improvi…Earthmoving Productivity Estimation Using Linear Regression Techniques (1999)Earthmoving Productivity Esti…Simulation Modeling and Analysis. (1983)Construction Labor Productivity Modeling with Neural Networks (1998)Simulation modeling and analysis (1999)Labour productivity model for reinforced concrete construction projects (2011)Application of Artificial Neural Network(s) in Predicting Formwork Labour Productivity (2019)Constructing Questions for Interviews and Questionnaires (1993)Constructing Questions for Interviews and Questionnaires – Theory and practice in social research (1994)Motivation and Personality (1997)Determinants of construction labour productivity in Oman (2015)Factors affecting construction labour productivity: a case study of Jordan (2016)Critical factors affecting construction labor productivity: A comparison between perceptions of project managers and contractors (2021)Cyclone–Method for Modeling Job Site Processes (1977)Construction equipment productivity estimation using artificial neural network model (2006)Organizational Culture and Leadership (1986)Organizational culture and leadership (1993)Analytical hierarchy process (1994)Factors influencing technical innovation in construction SMEs: an Australian perspective (2011)Role of Management Strategies in Improving Labor Productivity in General Construction Projects in New Zealand: Managerial Perspective (2018)Enhancing healthcare supply chain resilience: decision-making in a fuzzy environment (2021)Modeling Construction Labor Productivity (1990)Construction productivity: Issues encountered by contractors in Singapore (1995)U.S. Construction Labor Productivity Trends, 1970–1998 (2000)Applying total interpretive structural modeling to study factors affecting construction labour productivity (2014)MULTIOBJECTIVE OPTIMIZATION MODEL FOR SCHEDULING OF CONSTRUCTION PROJECTS UNDER EXTREME WEATHER (2016)Study of factors affecting the performance of construction projects in AEC industry (2020)Productivity improvement in construction (1988)Causes of Quality Deviations in Design and Construction (1992)Quantifying the causes and costs of rework in construction (2000)Factors influencing labor productivity on construction sites (2016)Causes of delay in residential construction projects in Cambodia (2017)Discrete-Event System Simulation (1984)Prediction of cost and duration of building construction using artificial neural network (2022)Factors affecting construction labour productivity for Malaysian residential projects (2005)Factors Affecting Construction Labor Productivity in Kuwait (2011)Factors Influencing Construction Labor Productivity in Egypt (2013)Structural equation modeling with AMOS: basic concepts, applications, and programming (2000)Principles and practice of structural equation modeling, 2nd ed. (2005)Principles and Practice of Structural Equation Modeling (2012)Review of construction journals on causes of project cost overruns (2020)Social capital and innovation performance of digital firms: Serial mediation effect of cross-border knowledge search and absorptive capacity (2022)Construction labour productivity: review of factors identified (2019)Critical Success Factors for Sustainable Construction Project Management (2020)
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References

  • 2011On-site Labour Productivity of New Zealand Construction Industry: Key Constraints and Improvement Measures206 cited
  • 2017Factors affecting construction labour productivity in Yemen173 cited
  • 2018Structural Equation Model of the Factors Affecting Construction Labor Productivity158 cited
  • 2008Measuring and Modeling Labor Productivity Using Historical Data146 cited
  • 2008Application of AHP in improving construction productivity from a management perspective135 cited
  • 1999Earthmoving Productivity Estimation Using Linear Regression Techniques134 cited
  • 2015Factors influencing labour productivity in Bahrain's construction industry107 cited
  • 2017Engineering Approach Using ANN to Improve and Predict Construction Labor Productivity under Different Influences94 cited
  • 2016Simulation-based construction productivity forecast using Neural-Network-Driven Fuzzy Reasoning83 cited
  • 2012Significance ranking of parameters impacting construction labour productivity71 cited
  • 2018Dynamic Modeling of Multifactor Construction Productivity for Equipment-Intensive Activities70 cited
  • 2020System dynamics modeling approach to quantify change orders impact on labor productivity 1: principles and model development comparative study58 cited
  • 2020Dynamic feature selection for accurately predicting construction productivity using symbiotic organisms search-optimized least square support vector machine56 cited

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  • 2020Modelling labour productivity using SVM and RF: a comparative study on classifiers performance56 cited
  • 2019Identifying factors affecting construction labour productivity in India and measures to improve productivity55 cited
  • 2014Critical Factors Affecting Construction Labor Productivity in Egypt51 cited
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