Items with Index Term: bayesian network

Abusnina, H (2019) Combining engineering and data-driven approaches to model the risk of excavation damage to underground natural gas facilities. PhD thesis, Rutgers The State University of New Jersey, School of Graduate Studies, USA.

Al Yami, H M A (2017) Decision making analysis for an integrated risk management framework of maritime container port infrastructure and transportation systems. PhD thesis, Liverpool John Moores University, UK.

Alhashedi, E; Zhang, H and Lin, Y (2026) Adaptive estimation and management of cost contingencies in EPC projects. Journal of Construction Engineering and Management, 152(5): 04026056, ISSN 0733-9364

An, J; Wang, Z; Pan, S; Qin, H; Luo, Q and Yan, D (2024) An integrated resilience and assessment methodology framework for addressing uncertainty in highway operation and maintenance systems. Journal of Construction Engineering and Management, 150(12): 04024174, ISSN 0733-9364

Arabi, S; Eshtehardian, E and Shafiei, I (2022) Using Bayesian networks for selecting risk-response strategies in construction projects. Journal of Construction Engineering and Management, 148(8): 04022067, ISSN 0733-9364

Bai, L; Kang, S; Zhang, K; Zhang, B and Pan, T (2024) Modeling for external stakeholder risk assessment of project portfolios. Engineering, Construction and Architectural Management, 31(2), pp. 737-766. ISSN 0969-9988

Bai, L; Shi, H; Kang, S and Zhang, B (2023) Project portfolio risk analysis with the consideration of project interdependencies. Engineering, Construction and Architectural Management, 30(2), pp. 647-670. ISSN 0969-9988

Bai, L; Zhao, X; Kang, S; Ma, Y and Zhang, B (2025) Dynamic assessment of stakeholder conflict risk for R&D project portfolios. Engineering, Construction and Architectural Management, 32(4), pp. 2342-2368. ISSN 0969-9988

Bakhtiari, S (2024) Multi-hazard risk assessment of the interconnected infrastructure systems. PhD thesis, University of Western Ontario, Canada.

Bazzan, J; Echeveste, M; Formoso, C T and Kowalski, J D S (2024) A data-driven customer complaint management model for residential building companies. Architectural Engineering and Design Management, 20(6), pp. 1381-1402. ISSN 1745-2007

Bortolini, R and Forcada, N (2020) A probabilistic performance evaluation for buildings and constructed assets. Building Research & Information, 48(8), pp. 838-855. ISSN 0961-3218

Bypaneni, S P K (2017) A Bayesian network-based decision framework for selecting project delivery methods in highway construction. PhD thesis, University of Kansas, USA.

Calvert, G S (2021) A multiple defect approach to bridge life cycle modelling. PhD thesis, University of Nottingham, UK.

Delgado-Hernández, D J and Palacios-Navarro, U J (2024) A Bayesian network for selecting improvement management tools to increase customer satisfaction in the construction industry: Case study of Mexico. Engineering, Construction and Architectural Management, 31(7), pp. 2900-2915. ISSN 0969-9988

Dou, Y.; Zhong, L.; Luo, L. and Lou, H. (2026) Investigating the causes and their interactions leading to supply chain risks in prefabricated construction: Configuration perspective. Journal of Construction Engineering and Management, 152(6): 04026069, ISSN 0733-9364

Fan, C L (2020) Defect risk assessment using a hybrid machine learning method. Journal of Construction Engineering and Management, 146(9): 04020102, ISSN 0733-9364

Fang, D; Wang, Y; Lim, H W; Ma, L; Gu, B and Huang, Y (2023) Construction of a Bayesian network based on leadership-culture-behavior model to improve owner safety management behavior. Journal of Construction Engineering and Management, 149(3): 04022177, ISSN 0733-9364

Gerassis, S; Martín, J E; García, J T; Saavedra, A and Taboada, J (2017) Bayesian decision tool for the analysis of occupational accidents in the construction of embankments. Journal of Construction Engineering and Management, 143(2): 04016093, ISSN 0733-9364

Ghorbany, S; Yousefi, S and Noorzai, E (2024) Evaluating and optimizing performance of public-private partnership projects using copula Bayesian network. Engineering, Construction and Architectural Management, 31(1), pp. 290-323. ISSN 0969-9988

Haraguchi, M and Kim, S (2016) Critical infrastructure interdependence in New York city during hurricane sandy. International Journal of Disaster Resilience in the Built Environment, 7(2), pp. 133-143. ISSN 1759-5916

He, H; He, Q; Chan, A P C; Feng, X and Dong, S (2025) Exploring the driving mechanisms of interorganizational knowledge sharing based on the Bayesian network analysis. Journal of Construction Engineering and Management, 151(8): 04025088, ISSN 0733-9364

Hon, C K H; Sun, C; Xia, B; Jimmieson, N L; Way, K A and Wu, P P Y (2022) Applications of Bayesian approaches in construction management research: A systematic review. Engineering, Construction and Architectural Management, 29(5), pp. 2153-2182. ISSN 0969-9988

Huang, S (2016) Model based technologies for enhancing building operation. PhD thesis, University of Miami, USA.

Hughes, A J (2022) On risk-based decision-making for structural health monitoring. PhD thesis, University of Sheffield, UK.

Jaramillo, L V (2019) Implementations of resilience engineering for natural system disturbances: A panarchical perspective. PhD thesis, University of New Mexico, USA.

Kadan, R; Omotayo, T S; Boateng, P; Nani, G and Wilson, M (2024) The application of Bayesian network analysis in demystifying construction project subcontracting complexities for developing countries. Journal of Financial Management of Property and Construction, 29(3), pp. 444-469. ISSN 1366-4387

Khanh, H D; Kim, S Y and Linh, L Q (2023) Construction productivity prediction through Bayesian networks for building projects: Case from Vietnam. Engineering, Construction and Architectural Management, 30(5), pp. 2075-2100. ISSN 0969-9988

Khodabakhshian, Ania (2023) Machine learning for risk management in construction projects. PhD thesis, Politecnico di Milano, Italy.

Khodakarami, V (2009) Applying Bayesian networks to model uncertainty in project scheduling. PhD thesis, Queen Mary University of London, UK.

Leontaris, G (2021) Decision making under uncertainty for construction management of offshore wind assets. PhD thesis, Delft University of Technology, Netherlands.

Lessani, A (2016) Decision analysis in construction claims. PhD thesis, University of Maryland, College Park, USA.

Leu, S S; Huang, K J; Hung, C C W and Wu, P L (2024) Revolutionizing steel building project cost overrun risk assessment by Bayesian network. Engineering, Construction and Architectural Management, 31(12), pp. 4975-4987. ISSN 0969-9988

Li, X; Yang, X; Feng, K and Liu, C (2025) Automatic monitoring the risk coupling of foundation pits: Integrated point cloud, computer vision and Bayesian networks approach. Engineering, Construction and Architectural Management, 32(9), pp. 6233-6267. ISSN 0969-9988

Li, J; Chen, Y and Wang, H (2025) Human-machine system modeling and safety risk assessment in construction operations incorporating workers' performance variability. Journal of Construction Engineering and Management, 151(3): 04024209, ISSN 0733-9364

Liao, P C; Shi, H; Su, Y and Luo, X (2018) Development of data-driven influence model to relate the workplace environment to human error. Journal of Construction Engineering and Management, 144(3): 04018003, ISSN 0733-9364

Lu, Y; Liu, J and Yu, W (2024) Social risk analysis for mega construction projects based on structural equation model and bayesian network: A risk evolution perspective. Engineering, Construction and Architectural Management, 31(7), pp. 2604-2629. ISSN 0969-9988

Lyu, P (2025) Assessing the impact of weather conditions on safety in construction environments: Data-driven approaches for learning from accidents. PhD thesis, Arizona State University, USA.

Ma, Z; Chong, H Y and Liao, P C (2021) Development of a time-variant causal model of human error in construction with dynamic Bayesian network. Engineering, Construction and Architectural Management, 28(1), pp. 291-307. ISSN 0969-9988

Madihi, M H; Shirzadi Javid, A A and Nasirzadeh, F (2025) Enhancing risk assessment: An improved Bayesian network approach for analyzing interactions among risks. Engineering, Construction and Architectural Management, 32(3), pp. 2022-2043. ISSN 0969-9988

Mak, Wae Hoa Jonathan (2019) The design of resilient engineering infrastructure systems. PhD thesis, University of Cambridge, UK.

Malekaee Ashtiyani, F; Karimi Gavareshki, M H and Gheidar-Kheljani, J (2026) AI-based multi-layer framework for monitoring productivity and coordinating subcontractors in construction projects. International Journal of Construction Management, 26(5), pp. 905-924. ISSN 1562-3599

McCabe, B Y (1997) An automated modeling approach for construction performance improvement using simulation and belief networks. PhD thesis, University of Alberta, Canada.

Mousavi, Milad (2025) Evolving and proactive risk modelling in underground working environments. PhD thesis, University of New South Wales, Australia.

Mujalli, R O; Marie, I and Al-Kasasbeh, M (2024) Consequences of COVID-19 on jordan's construction sector using data mining techniques. International Journal of Construction Management, 24(12), pp. 1339-1348. ISSN 1562-3599

Nguyen, L D; Tran, D Q and Chandrawinata, M P (2016) Predicting safety risk of working at heights using Bayesian networks. Journal of Construction Engineering and Management, 142(9): 04016041, ISSN 0733-9364

Nguyen, P H D (2020) Development of fuzzy hybrid approaches to project delivery method selection in highway construction. PhD thesis, University of Kansas, USA.

Nwadigo, O (2019) Real-time and dynamic planning and scheduling under disruption using multi-hybrid simulation and optimisation. PhD thesis, Auckland University of Technology, New Zealand.

Nwadigo, O; Naismith, N N; Ghaffarianhoseini, A; Ghaffarian Hoseini, A and Tookey, J (2021) Dynamic Bayesian network modelling for predicting adaptability of time performance during time influencing factors disruptions in construction enterprise. Engineering, Construction and Architectural Management, 28(10), pp. 2994-3013. ISSN 0969-9988

Osama, M; Sherif, A and Badawy, M (2023) Risk analysis of construction of administration projects using Bayesian networks. Journal of Engineering, Design and Technology, 21(1), pp. 281-298. ISSN 1726-0531

Peng, M (2012) Dam risk analysis and dynamic decision making. PhD thesis, Hong Kong University of Science and Technology, Hong Kong.

Piao, Y; Xu, W; Wang, T K and Chen, J H (2021) Dynamic fall risk assessment framework for construction workers based on dynamic Bayesian network and computer vision. Journal of Construction Engineering and Management, 147(12): 04021171, ISSN 0733-9364

Rezakhani, P (2017) Hybrid fuzzy-bayesian dynamic decision support tool for resource-based scheduling of construction projects. PhD thesis, University of Missouri - Kansas City, USA.

Rezakhani, P (2022) Hybrid fuzzy-Bayesian decision support tool for dynamic project scheduling and control under uncertainty. International Journal of Construction Management, 22(15), pp. 2864-2876. ISSN 1562-3599

Rezakhani, P (2022) Project scheduling and performance prediction: A fuzzy-Bayesian network approach. Engineering, Construction and Architectural Management, 29(6), pp. 2233-2244. ISSN 0969-9988

Shen, J; Liu, S and Zhang, J (2024) Using text mining and Bayesian network to identify key risk factors for safety accidents in metro construction. Journal of Construction Engineering and Management, 150(6): 04024052, ISSN 0733-9364

Sousa, R L (2010) Risk analysis for tunneling projects. PhD thesis, Massachusetts Institute of Technology, USA.

Su, Y.; Gao, X. and Zheng, Z. (2026) Unsupervised deep learning and Bayesian network-based identification of key risk factors in construction quality defects. Journal of Construction Engineering and Management, 152(7): 04026083, ISSN 0733-9364

Sun, C; Hon, C K H; Way, K A; Jimmieson, N L; Xia, B and Wu, P P Y (2023) A Bayesian network model for the impacts of psychosocial hazards on the mental health of site-based construction practitioners. Journal of Construction Engineering and Management, 149(3): 04022184, ISSN 0733-9364

Sun, Chenjunyan (2023) Improving mental health in the construction industry. PhD thesis, Queensland University of Technology, Australia.

Sun, Z (2020) Predictive control of interpersonal communication processes in civil infrastructure systems operations. PhD thesis, Arizona State University, USA.

Tao, Y; Hu, H; Xu, F and Zhang, Z (2023) Ergonomic risk assessment of construction workers and projects based on fuzzy Bayesian network and D-S evidence theory. Journal of Construction Engineering and Management, 149(6): 04023034, ISSN 0733-9364

Tatari, A (2023) Simulating cost risks for prefabricated construction in developing countries using Bayesian networks. Journal of Construction Engineering and Management, 149(6): 04023037, ISSN 0733-9364

Tian, D; Liu, H; Chen, S; Li, M and Liu, C (2022) Human error analysis for hydraulic engineering: Comprehensive system to reveal accident evolution process with text knowledge. Journal of Construction Engineering and Management, 148(9): 04022093, ISSN 0733-9364

Tien, I (2014) Bayesian network methods for modeling and reliability assessment of infrastructure systems. PhD thesis, University of California, Berkeley, USA.

Visscher, H; Suddle, S and Meijer, F (2008) Quantitative risk analysis as a supporting tool for safety protocols at multi-functional urban locations. Construction Innovation, 8(4), pp. 269-279. ISSN 1471-4175

Vithanage, S C; Sing, M C P; Davis, P and Newaz, M T (2022) Assessing the off-site manufacturing workers' influence on safety performance: A Bayesian network approach. Journal of Construction Engineering and Management, 148(1): 04021185, ISSN 0733-9364

Wang, P (2019) The aetiology and progression of construction disputes between client and contractor in the UK. PhD thesis, University of Manchester, UK.

Wen, H; AbouRizk, S and Mohamed, Y (2025) Gap analysis of digitalization levels in construction and manufacturing: A comparative study of construction 4.0 and industry 4.0. Journal of Construction Engineering and Management, 151(3): 04025001, ISSN 0733-9364

Xia, N; Wang, X; Wang, Y; Yang, Q and Liu, X (2017) Lifecycle cost risk analysis for infrastructure projects with modified Bayesian networks. Journal of Engineering, Design and Technology, 15(1), pp. 79-103.

Xie, L L; Luo, Y; Hou, L and Yu, J (2025) Determinants for megaproject knowledge innovation management: A Bayesian network analysis. Engineering, Construction and Architectural Management, 32(9), pp. 5885-5912. ISSN 0969-9988

Xie, J and Thomas Ng, S (2013) Multiobjective Bayesian network model for public-private partnership decision support. Journal of Construction Engineering and Management, 139(9), pp. 1069-1081. ISSN 0733-9364

Yoon, S; Weidner, T and Hastak, M (2021) Total-package-prioritization mitigation strategy for deferred maintenance of a campus-sized institution. Journal of Construction Engineering and Management, 147(3): 04020185, ISSN 0733-9364

Zangeneh, P (2021) Knowledge representation and artificial intelligence for management of socio-technical risks in megaprojects. PhD thesis, University of Toronto, Canada.

Zhang, Z.; Wang, Y.; Liu, J.; Wang, Y.; Liu, C. and Geng, X. (2026) Transport risk assessment for China's prefabricated construction supply chain: Integrating game theory and fuzzy Bayesian network. Engineering, Construction and Architectural Management, pp. 1-24. ISSN 0969-9988

Zhang, H and Alhashedi, E (2025) Propagation analysis and assessment for the risks in EPC projects. Journal of Construction Engineering and Management, 151(12): 04025209, ISSN 0733-9364

Zhou, H B and Zhang, H (2011) Risk assessment methodology for a deep foundation pit construction project in Shanghai, China. Journal of Construction Engineering and Management, 137(12), pp. 1185-1194. ISSN 0733-9364

Špačková, O (2012) Risk management of tunnel construction projects. PhD thesis, Czech Technical University, Czech Republic.