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Cost Overrun Risk Assessment and Prediction in Construction Projects: A Bayesian Network Classifier Approach
16 references·3 citing·49 second hop
Cost Overrun Risk Assessment and Prediction in Construction Projects: A Bayesian Network Classifier Approach (2022)Cost Overrun Risk Assessment and Predicti…Machine learning-aided engineering services' cost overruns prediction in high-rise residential building projects: Application of random forest regression (2022)Machine learning-aided engine…Prediction of Risk Delay in Construction Projects Using a Hybrid Artificial Intelligence Model (2020)Prediction of Risk Delay in C…Machine Learning Algorithms for Construction Projects Delay Risk Prediction (2019)Machine Learning Algorithms f…A review of artificial intelligence based risk assessment methods for capturing complexity-risk interdependencies (2019)A review of artificial intell…Current research trends and application areas of fuzzy and hybrid methods to the risk assessment of construction projects (2017)Current research trends and a…Risk Paths in International Construction Projects: Case Study from Chinese Contractors (2016)Risk Paths in International C…Cost overruns in transportation infrastructure projects: Sowing the seeds for a probabilistic theory of causation (2016)Cost overruns in transportati…Construction projects selection and risk assessment by fuzzy AHP and fuzzy TOPSIS methodologies (2014)Construction projects selecti…Towards a better modelling and assessment of construction risk: Insights from a literature review (2013)Towards a better modelling an…An Analysis of Multi-Criteria Decision Making Methods (2013)An Analysis of Multi-Criteria…Identification of Risk Paths in International Construction Projects Using Structural Equation Modeling (2011)Identification of Risk Paths …A novel two-phase group decision making approach for construction project selection in a fuzzy environment (2011)A novel two-phase group decis…Preferred risk allocation in China’s public–private partnership (PPP) projects (2009)Preferred risk allocation in …Construction Project Cost Escalation Factors (2009)Construction Project Cost Esc…Risk assessment and allocation in the UAE construction industry (2007)Risk assessment and allocatio…A fuzzy approach to construction project risk assessment and analysis: construction project risk management system (2001)A fuzzy approach to construct…Artificial intelligence in risk management within the realm of construction projects: A bibliometric analysis and systematic literature review (2025)Artificial intelligence in ri…Applying Machine Learning and Particle Swarm Optimization for predictive modeling and cost optimization in construction project management (2023)Applying Machine Learning and…Critical Factors Influencing Cost Overrun in Construction Projects: A Fuzzy Synthetic Evaluation (2022)Critical Factors Influencing …The allocation of risk in PPP/PFI construction projects in the UK (2004)Risk allocation in the private provision of public infrastructure (2006)Developing a risk assessment model for PPP projects in China — A fuzzy synthetic evaluation approach (2010)Public private partnership projects in Singapore: Factors, critical risks and preferred risk allocation from the perspective of contractors (2012)Cross-country comparisons of key drivers, critical success factors and risk allocation for public-private partnership projects (2015)A Desire Named Streetcar Fantasy and Fact in Rail Transit Planning (1992)Construction Claims and Disputes: Causes and Cost/Time Overruns (1994)Underestimating Costs in Public Works Projects: Error or Lie? 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A case study into the advantages and disadvantages of reducing complexity in mega project planning (2012)Predicting construction cost overruns using text mining, numerical data and ensemble classifiers (2014)Multiple Attribute Decision Making (1981)Project management — A managerial approach (1989)Applications of the extent analysis method on fuzzy AHP (1996)A framework for water loss management in developing countries under fuzzy environment: Integration of Fuzzy AHP with Fuzzy TOPSIS (2016)A state-of the-art survey & testbed of fuzzy AHP (FAHP) applications (2016)Fuzzy AHP-TOPSIS approaches to prioritizing solutions for reverse logistics barriers (2018)Risk Management and Construction (1993)Fuzzy sets (1996)Large engineering project risk management using a Bayesian belief network (2008)Risk assessment model selection in construction industry (2010)A simulation-based risk network model for decision support in project risk management (2011)Risk analysis and management in construction (1997)Analytic Hierarchy Process (2005)Understanding the key risks in construction projects in China (2007)Project Complexity and Risk Management (ProCRiM): Towards modelling project complexity driven risk paths in construction projects (2016)Towards integrating construction risk management and stakeholder management: A systematic literature review and future research agendas (2018)Risk Identification and Common Risks in Construction: Literature Review and Content Analysis (2019)Structural equation modeling in practice: A review and recommended two-step approach. (1988)Principles and Practice of Structural Equation Modeling (1998)Principles and Practice of Structural Equation Modeling (2012)Analysing the organizational factors of project complexity using structural equation modelling (2014)A Guide to the project management body of knowledge (1996)Causes of construction delay: traditional contracts (2002)Empirical Study of Risk Assessment and Allocation of Public-Private Partnership Projects in China (2010)Risk assessment of construction projects (2010)Evaluating Structural Equation Models with Unobservable Variables and Measurement Error (1981)China statistical yearbook (1988)PLS-SEM: Indeed a Silver Bullet (2011)Soft skills of construction project management professionals and project success factors (2018)The effect of critical success factors on project success in Public-Private Partnership projects: A case study of highway projects in Iran (2018)The analytic hierarchy process : planning, priority setting, resource allocation (1980)Decision making with the analytic hierarchy process (2008)Green supplier selection using fuzzy group decision making methods: A case study from the agri-food industry (2016)Fuzzy best-worst multi-criteria decision-making method and its applications (2017)Multi-Criteria Decision Making (MCDM) Methods and Concepts (2023)Project management: A systems approach to planning, scheduling and controlling (1982)Causes of delay in large construction projects (2006)Applied artificial intelligence for predicting construction projects delay (2021)Machine learning in project analytics: a data-driven framework and case study (2022)
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References

  • 2013An Analysis of Multi-Criteria Decision Making Methods1,337 cited
  • 2014Construction projects selection and risk assessment by fuzzy AHP and fuzzy TOPSIS methodologies577 cited
  • 2007Risk assessment and allocation in the UAE construction industry459 cited
  • 2009Preferred risk allocation in China’s public–private partnership (PPP) projects451 cited
  • 2013Towards a better modelling and assessment of construction risk: Insights from a literature review357 cited
  • 2019Machine Learning Algorithms for Construction Projects Delay Risk Prediction324 cited
  • 2001A fuzzy approach to construction project risk assessment and analysis: construction project risk management system322 cited
  • 2009Construction Project Cost Escalation Factors222 cited
  • 2011Identification of Risk Paths in International Construction Projects Using Structural Equation Modeling216 cited
  • 2016Risk Paths in International Construction Projects: Case Study from Chinese Contractors203 cited
  • 2020Prediction of Risk Delay in Construction Projects Using a Hybrid Artificial Intelligence Model194 cited
  • 2019A review of artificial intelligence based risk assessment methods for capturing complexity-risk interdependencies172 cited
  • 2017Current research trends and application areas of fuzzy and hybrid methods to the risk assessment of construction projects162 cited
  • 2011

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A novel two-phase group decision making approach for construction project selection in a fuzzy environment
156 cited
  • 2016Cost overruns in transportation infrastructure projects: Sowing the seeds for a probabilistic theory of causation138 cited
  • 2022Machine learning-aided engineering services' cost overruns prediction in high-rise residential building projects: Application of random forest regression132 cited
  • Cited by

    • 2022Critical Factors Influencing Cost Overrun in Construction Projects: A Fuzzy Synthetic Evaluation54 cited
    • 2023Applying Machine Learning and Particle Swarm Optimization for predictive modeling and cost optimization in construction project management49 cited
    • 2025Artificial intelligence in risk management within the realm of construction projects: A bibliometric analysis and systematic literature review41 cited