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Application of Artificial Neural Networks in Construction Management: Current Status and Future Directions
16 references·0 citing·44 second hop
Application of Artificial Neural Networks in Construction Management: Current Status and Future Directions (2021)Application of Artificial Neural Networks…Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression (2021)Machine learning models for p…Predicting Project Performance in the Construction Industry (2020)Predicting Project Performanc…Risk Identification and Common Risks in Construction: Literature Review and Content Analysis (2019)Risk Identification and Commo…Artificial Intelligence and Parametric Construction Cost Estimate Modeling: State-of-the-Art Review (2019)Artificial Intelligence and P…Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes (2018)Novel Machine-Learning Model …Bibliometric Analysis of PPP and PFI Literature: Overview of 25 Years of Research (2016)Bibliometric Analysis of PPP …Project selection in project portfolio management: An artificial neural network model based on critical success factors (2015)Project selection in project …Applying Artificial Neural Networks for Measuring and Predicting Construction-Labor Productivity (2015)Applying Artificial Neural Ne…A critical review of structural equation modeling applications in construction research (2014)A critical review of structur…Stakeholder management in construction: An empirical study to address research gaps in previous studies (2010)Stakeholder management in con…Overview of the Application of “Fuzzy Techniques” in Construction Management Research (2009)Overview of the Application o…Web-based conceptual cost estimates for construction projects using Evolutionary Fuzzy Neural Inference Model (2008)Web-based conceptual cost est…Neural Network Modeling of Highway Construction Costs (2005)Neural Network Modeling of Hi…The ranking of construction management journals (1997)The ranking of construction m…The use of artificial neural networks in construction management: a review (1996)The use of artificial neural …Fuzzy sets (1965)Fuzzy setsMeasurement of project success (1988)Project management — A managerial approach (1989)The “real” success factors on projects (2002)An intuitionistic fuzzy multi-criteria framework for large-scale rooftop PV project portfolio selection: Case study in Zhejiang, China (2017)Sustainable Project Management: A Conceptualization-Oriented Review and a Framework Proposal for Future Studies (2019)Portfolio selection: a fuzzy-ANP approach (2020)Coefficient Alpha and the Internal Structure of Tests (1951)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)Identifying key impact factors on carbon emission: Evidences from panel and time-series data of 125 countries from 1990 to 2011 (2016)Do right PLS and do PLS right: A critical review of the application of PLS-SEM in construction management research (2021)Assessing the Relative Impacts of Economics Journals (1983)Critical Review of Labor Productivity Research in Construction Journals (2013)Review of the application of social network analysis (SNA) in construction project management research (2016)Neural Network Model for Parametric Cost Estimation of Highway Projects (1998)Regularization Neural Network for Construction Cost Estimation (1998)Conceptual cost estimates using evolutionary fuzzy hybrid neural network for projects in construction industry (2009)Estimation and prediction of construction cost index using neural networks, time series, and regression (2019)Qualitative evaluation and research methods (1990)Qualitative evaluation and research methods (1990)Strategic management a stakeholder approach (2010)Key activity areas of corporate social responsibility (CSR) in the construction industry: a study of China (2015)Stakeholder engagement in large-scale energy infrastructure projects: Revealing perspectives using Q methodology (2016)A review of stakeholder management performance attributes in construction projects (2017)Content Analysis: An Introduction to its Methodology. 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References

  • 1965Fuzzy sets67,827 cited
  • 2014A critical review of structural equation modeling applications in construction research427 cited
  • 2021Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression419 cited
  • 2019Risk Identification and Common Risks in Construction: Literature Review and Content Analysis315 cited
  • 2018Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes272 cited
  • 2010Stakeholder management in construction: An empirical study to address research gaps in previous studies236 cited
  • 2019Artificial Intelligence and Parametric Construction Cost Estimate Modeling: State-of-the-Art Review234 cited
  • 1997The ranking of construction management journals198 cited
  • 2015Project selection in project portfolio management: An artificial neural network model based on critical success factors195 cited
  • 2005Neural Network Modeling of Highway Construction Costs188 cited
  • 2009Overview of the Application of “Fuzzy Techniques” in Construction Management Research179 cited
  • 2015Applying Artificial Neural Networks for Measuring and Predicting Construction-Labor Productivity162 cited
  • 1996The use of artificial neural networks in construction management: a review145 cited
  • 2020

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Predicting Project Performance in the Construction Industry
131 cited
  • 2008Web-based conceptual cost estimates for construction projects using Evolutionary Fuzzy Neural Inference Model128 cited
  • 2016Bibliometric Analysis of PPP and PFI Literature: Overview of 25 Years of Research119 cited
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