Items with Index Term: predictive modelling

Abbasnejad, B; Nasirian, A; Duan, S; Diro, A; Prasad Nepal, M and Song, Y (2024) Measuring BIM implementation: A mathematical modeling and artificial neural network approach. Journal of Construction Engineering and Management, 150(5): 04024032, ISSN 0733-9364

Abounia Omran, B (2016) Application of data mining and big data analytics in the construction industry. PhD thesis, Ohio State University, USA.

Adafin, J; Rotimi, J O B; Wilkinson, S and Mbachu, J (2019) An assessment of risk factors impacting budget variability in New Zealand commercial construction projects. In: Gorse, C and Neilson, C J (eds.) Proceedings of 35th Annual ARCOM Conference, 2-4 September 2019, Leeds Beckett University, Leeds, UK.

Ahadzie, D K (2007) A model for predicting the performance of project managers in mass house building projects in Ghana. PhD thesis, University of Wolverhampton, UK.

Al-Aomar, R; AlTal, M and Abel, J (2024) A data-driven predictive maintenance model for hospital HVAC system with machine learning. Building Research & Information, 52(1-2), pp. 207-224. ISSN 0961-3218

Alexander, D; Hallowell, M and Gambatese, J (2017) Precursors of construction fatalities. II: Predictive modeling and empirical validation. Journal of Construction Engineering and Management, 143(7): 04017024, ISSN 0733-9364

Andalib, M (2026) Predictive modelling for contract selection in construction through data mining and machine learning: Insights from agency theory. International Journal of Construction Education and Research, 22(1), pp. 138-163. ISSN 1557-8771

Arida, M A (2024) Enhancing thermal comfort in commercial buildings: Contributions of machine learning algorithms for optimizing predictive thermal comfort indices. PhD thesis, North Carolina Agricultural and Technical State University, USA.

Bortey, L; Edwards, D J; Roberts, C and Rillie, I (2025) Unravelling incipient accidents: A machine learning prediction of incident risks in highway operations. Smart and Sustainable Built Environment, 14(6), pp. 1991-2022. ISSN 2046-6099

Bourgeois, I.; Ferreira, V. and Rodrigues, H. (2026) From monitoring to forecasting: Predictive modelling of thermal-induced displacements in heritage masonry: The Batalha Monastery case study. International Journal of Building Pathology and Adaptation, 44(9), pp. 16-34. ISSN 2398-4708

Bourgeois, I.; Ferreira, V. and Rodrigues, H. (2026) From monitoring to forecasting: Predictive modelling of thermal-induced displacements in heritage masonry: The batalha monastery case study. International Journal of Building Pathology and Adaptation, 44(9), pp. 16-34. ISSN 2398-4708

Bowen, P.; Govender, R.; Edwards, P. and Cattell, K. (2015) Tested or not? A categorical examination of HIV/AIDS testing among workers in the South African construction industry. Journal of Construction Engineering and Management, 141(12): 04015040, ISSN 0733-9364

Bowen, P; Edwards, P; Lingard, H and Cattell, K (2014) Predictive modeling of workplace stress among construction professionals. Journal of Construction Engineering and Management, 140(3): 4013055, ISSN 0733-9364

Bowen, P; Govender, R; Edwards, P and Cattell, K (2014) Workplace stress in the construction industry: An explanatory model. In: Raiden, A and Aboagye-Nimo, E (eds.) Proceedings of 30th Annual ARCOM Conference, 1-3 September 2014, Portsmouth, UK.

Bowen, P; Govender, R; Edwards, P and Cattell, K (2015) Tested or not? a categorical examination of HIV/AIDS testing among workers in the South African construction industry. Journal of Construction Engineering and Management, 141(12): 04015040, ISSN 0733-9364

Bowen, P; Govender, R; Edwards, P and Cattell, K (2016) An explanatory model of attitudinal fear of HIV/AIDS testing in the construction industry. Engineering, Construction and Architectural Management, 23(1), pp. 92-112. ISSN 0969-9988

Bowen, P; Govender, R; Edwards, P; Cattell, K and Street, A (2015) Factors determining South African construction workers' prejudice towards and discrimination against HIV+ persons. Journal of Construction Engineering and Management, 141(7): 4015014, ISSN 0733-9364

Bowen, P; Yakubu, K and Govender, R (2022) Predictors of moderate to high risk of alcohol harm among site-based South African construction workers. Construction Management and Economics, 40(6), pp. 442-458. ISSN 01446193

Bowen, P A; Govender, R; Edwards, P J and Cattell, K (2014) An integrated model of HIV/AIDS testing behaviour in the construction industry. Construction Management and Economics, 32(11), pp. 1106-1129. ISSN 01446193

Cho, Sung Eun (2025) Machine learning approaches for improving construction materials and pavement systems. PhD thesis, Virginia Polytechnic Institute and State University, USA.

Egwim, C N; Alaka, H; Egunjobi, O O; Gomes, A and Mporas, I (2024) Comparison of machine learning algorithms for evaluating building energy efficiency using big data analytics. Journal of Engineering, Design and Technology, 22(4), pp. 1325-1350. ISSN 1726-0531

Egwim, C N; Alaka, H; Pan, Y; Balogun, H; Ajayi, S; Hye, A and Egunjobi, O O (2025) Ensemble of ensembles for fine particulate matter pollution prediction using big data analytics and IoT emission sensors. Journal of Engineering, Design and Technology, 23(2), pp. 640-665. ISSN 1726-0531

Gerstenberger, A J (2021) Modeling the likelihood of construction incidents using public data. EdD thesis, Teachers College, Columbia University, USA.

Hollar, D A; Rasdorf, W; Liu, M; Hummer, J E; Arocho, I and Hsiang, S M (2013) Preliminary engineering cost estimation model for bridge projects. Journal of Construction Engineering and Management, 139(9), pp. 1259-1267. ISSN 0733-9364

Innocent Jr., M J F (2018) Predicting military construction project time outcomes using data analytics. PhD thesis, George Washington University, USA.

Kim, D. H. and Jeong, J. H. (2026) Development of a decision-making framework to prioritize expressway pavement sections for large-scale repairs. Journal of Construction Engineering and Management, 152(8): 04026106, ISSN 0733-9364

Mahdavian, A; Shojaei, A; Salem, M; Yuan, J S and Oloufa, A A (2021) Data-driven predictive modeling of highway construction cost items. Journal of Construction Engineering and Management, 147(3): 04020180, ISSN 0733-9364

Okpala, I; Nnaji, C and Awolusi, I (2022) Wearable sensing devices acceptance behavior in construction safety and health: Assessing existing models and developing a hybrid conceptual model. Construction Innovation, 22(1), pp. 57-75. ISSN 1471-4175

Oshidero, D. F. O. and Coley, D. A. (2026) Talking carbon: A lexical approach to predictive embodied carbon analysis via machine learning. Architectural Engineering and Design Management, 22(1), pp. 235-268. ISSN 1745-2007

Rampini, Luca (2023) Artificial intelligence enhances digital asset management. PhD thesis, Politecnico di Milano, Italy.

Salhab, D; Pourrahimian, E; Lindhard, S M and Hamzeh, F (2025) Patterns, 4D simulations, and artificial intelligence-driven insights: Redefining construction workspace management. Journal of Construction Engineering and Management, 151(8): 04025099, ISSN 0733-9364

Sharma, N; Sood, R and Laishram, B (2025) A hybrid PLS-SEM-ANN approach to COQ optimization. Construction Management and Economics, 43(11), pp. 938-960. ISSN 0144-6193

Thach, H. P.; Nguyen, L. D. and Nguyen, V. T. (2026) Integrating coastal segmentation on predictive modeling for data-driven bridge asset management. International Journal of Construction Management, 26(10), pp. 2228-2244. ISSN 1562-3599

Windapo, A; Odediran, S; Moghayedi, A; Adediran, A and Oliphant, D (2017) Determinants of building construction costs in South Africa. Journal of Construction Business and Management, 1(1), pp. 8-13. ISSN 2521-0165

Yan, D; Ding, Y; Sunindijo, R Y; Wang, C C and Yang, Z (2026) Key factors in women's managerial advancement in the construction industry: Insights from machine learning. International Journal of Construction Management, 26(4), pp. 679-693. ISSN 1562-3599

Zhou, Z; Xie, Y; Zhou, L and Zhang, Z (2026) Risk factor analysis of crane accidents based on HFACS in the construction industry. Journal of Construction Engineering and Management, 152(5): 04026036, ISSN 0733-9364