References
- Adedokun O, Egbelakin T. 2022. Structural equation modelling of risk factors influencing the success of building projects. J Facil Manage. https://doi.org/10.1108/JFM-01-2022-0002.
- Adedokun OA, Aje IO, Awodele OA, Egbelakin T. 2021a. Are the public tertiary education building projects devoid of risks in the Nigerian construction context? J Financ Manage Property Constr. 27(2):259–278.
- Adedokun OA, Akinmusire AO, Abiola-Ogedengbe D. 2019. Budget overruns experienced on tertiary institutional building projects – recourse to the contractors’ related factors. J Build Perform. 10(1):79–84. http://spaj.ukm.my/jsb/index.php/jbp/index.
- Adedokun OA, Egbelakin T, Adedokun DO, Adafin JK. 2021b. Success criteria-based impacts of risk factors on education building projects in southwestern Nigeria. J Eng Des Technol. https://doi.org/10.1108/JEDT-09-2021-0458.
- Akinbile BF, Ofuyatano M, Oni OZ, Agboola OD. 2018. Risk management and its influence on construction project in Nigeria. Int J Eng. XVI:189–194.
- Akinsiku OE, Akinsulire A. 2012. Stakeholders’ perception of the causes and effects of construction delays on project delivery. J Constr Eng Project Manage. 2(4):25–31.
- Aladağ H, Işık Z. 2019. Design and construction risks in BOT type mega transportation projects. Eng Constr Archit Manage. 26(10):2223–2242.
- Alklkali AMT. 2022. Risk assessment in construction projects of Iraq. J Algebraic Stat. 13(1):517–525.
- Ansah RH, Sorooshian S, Mustapha SB, Duvvuru G. 2016. Assessment of environmental risks in construction projects: a case of Malaysia. Paper presented at: International Conference on Industrial Engineering and Operations Management, Detroit, MI; September 23–25.
- Azar AT, Elshazly HI, Hassanien AE, Elkorany AM. 2014. A random forest classifier for lymph diseases. Comput Methods Programs Biomed. 113(2):465–473.
- Babalola IH, Oluwatuyi OE, Akinloye L, Aiyewalehinmi E. 2015. Factors influencing the performance of construction projects in Akure, Nigeria. Int J Civ Eng Constr Estate Manage. 3(4):57–67.
- Badiora AI. 2015. Regional differences and developmental implications of security challenges in Nigeria: The case of kidnapping. Afr Secur Rev. 24(1):55–62.
- Balbaa AK, El-Nawawy OM, El-Dash KM, Badawy BM. 2019. Risk assessment for causes of variation orders for residential projects. J Eng Appl Sci. 14(3):701–708.
- Bakri AS, Ab Razak MA, Abd Shukor AS. 2021. Identification of factors influencing time and cost risks in highway construction projects. Int J Sustainable Constr Eng Technol. 12(3):280–288.
- Banaitis A, Banaitiene N. 2012. Risk management in construction projects. In: Banaittiene N, editor. Risk management-current issues and challenges. Rijeka, Croatia: InTech; p. 429–448.
- Belgiu M, Drăguţ L. 2016. Random forest in remote sensing: a review of applications and future directions. ISPRS J Photogramm Remote Sens. 114:24–31.
- Carter JV, Pan J, Rai SN, Galandiuk S. 2016. ROC-ing along: evaluation and interpretation of receiver operating characteristic curves. Surgery. 159(6):1638–1645.
- Chileshe N, Boadua Yirenkyi‐Fianko A. 2012. An evaluation of risk factors impacting construction projects in Ghana. J Eng Des Technol. 10(3):306–329.
- Fan J, Upadhye S, Worster A. 2006. Understanding receiver operating characteristic (ROC) curves. Can J Emergency Med. 8(1):19–20.
- Femi OT. 2014. Causes and effects of conflict in the Nigerian construction industry. Int J Technol Enhanc// Emerg Eng Res. 2(6):7–16.
- Ghaffari A. 2013. Concepts of risk in construction projects. In: Gan B, Gan Y, Yu Y, editors. Advanced materials research. Vol. 684; Hong Kong: Trans Tech Publications Ltd; p. 644–649.
- Gislason PO, Benediktsson JA, Sveinsson JR. 2006. Random Forests for land cover classification. Pattern Recog Lett. 27(4):294–300.
- Habila H. 2017. The Chibok Girls: The Boko Haram Kidnappings & Islamic Militancy in Nigeria. London UK: Penguin.
- Hanafi MH, Zhen OM, Razak AA. 2021. Contractors’ perspective on the main factors influencing on-site labour productivity: a focus on Malaysian infrastructure projects. Int J Sustainable Constr Eng Technol. 12(1):68–78.
- Infrastructure Australia. 2019. An assessment of Australia’s future infrastructure needs: the Australian infrastructure audit 2019. [accessed 2022 Nov 16]. https://www.infrastructureaustralia.gov.au/sites/default/files/2019-08/Australian%20Infrastructure%20Audit%202019.pdf.
- Jayasudha K. Vidivelli B. 2016. Analysis of major risks in construction projects. ARPN J Eng Appl Sci. 11(11):6943–6950.
- Kadir A, Lestari F, Sunindijo RY, Erwandi D, Kusminanti Y, Modjo R, Widanarko B, Ramadhan NA. 2022. Safety climate in the Indonesian construction industry: strengths, weaknesses, and influential demographic characteristics. Buildings. 12(5):639.
- Lapidus A, Topchiy D, Kuzmina T, Chapidze O. 2022. Influence of the construction risks on the cost and duration of a project. Buildings. 12(4):484.
- Laryea S, Hughes W. 2011. Risk and price in the bidding process of contractors. J Constr Eng Manage. 137(4):248–258.
- Laryea S. 2011. Quality of tender documents: case studies from the UK. Constr Manage Econ. 29(3):275–286.
- Ling FYY, Hoang VTP. 2010. Political, economic, and legal risks faced in international projects: case study of Vietnam. J Prof Issues Eng Educ Pract. 136(3):156–164.
- Mahmoud H, Ahmed V, Beheiry S. 2021. Construction cash flow risk index. J Risk Financ Manage. 14(6):269.
- Mishra S, Mishra B. 2016. A study on risk factors involved in the construction projects. Int J Innov Res Sci Eng Technol. 5(2):1190–1196.
- Moser CA, Kalton G. 2017. Survey methods in social investigation. New York, USA: Routledge.
- Musa MM, Bin Amirudin R, Sofield T, Musa MA. 2015. Influence of external environmental factors on the success of public housing projects in developing countries. Constr Econ Build. 15(4):30–44.
- Nguyen PT, Pham CP, Phan PT, Vu NB, Duong MTH, Nguyen Q. 2021. Exploring critical risk factors of office building projects. J Asian Finance Econ Bus. 8(2):309–315.
- Nketekete M, Emuze F, Smallwood J. 2017. Risk management in public sector construction projects: case studies in Lesotho. Acta Structilia. 23(1):1–24.
- Odimabo OO, Oduoza CF. 2013. Risk assessment framework for building construction projects’ in developing countries. Int J Constr Eng Manage. 2(5):143–154.
- Ofori G. 2007. Construction in developing countries. Constr Manage Econ. 25(1):1–6.
- Oladapo AA. 2007. An investigation into the use of ICT in the Nigerian construction industry. J Inform Technol Construct (ITcon). 12(18):261–277.
- Oke A, Ogungbile A, Oyewobi L, Tengan C. 2016. Economic development as a function of construction project performance. J Constr Project Manage Innov. 6:1447–1459.
- Omotayo T, Olanipekun A, Obi L, Boateng P. 2020. A systems thinking approach for incremental reduction of non-physical waste. Built Environ Project Asset Manag.. 10(4):509–528.
- Pal M. 2005. Random forest classifier for remote sensing classification. Int J Remote Sens. 26(1):217–222.
- Petkovic D, Altman R, Wong M, Vigil A. 2018. Improving the explainability of Random Forest classifier - user centered approach. In: Pacific Symposium Biocomputing. Vol. 23; p. 204–215.
- Raamkumar JS, Indhu B. 2021 Mar 25–26. A study on the assessment of risk management in high-rise buildings. Paper presented at: International Conference on Advances in Construction Materials and Management (ACMM), Kattankulathur, India.
- Rahman NNNA, Esa N. 2014. Managing construction development risks to the environment. In: Kaneko N, Yoshiura S, Kobayashi M, editors. Sustainable living with environmental risks; London, UK: Springer; p. 193–202.
- Renuka SM, Umarani C, Kamal S. 2014. A review on critical risk factors in the life cycle of construction projects. J Civ Eng Res. 4(2A):31–36.
- Roman ND, Bre F, Fachinotti VD, Lamberts R. 2020. Application and characterization of metamodels based on artificial neural networks for building performance simulation: A systematic review. Energy Build. 217(1):109972. https://doi.org/10.1016/j.enbuild.2020.109972.
- Sepasgozar SME, Costin AM, Karimi R, Shirowzhan S, Abbasian E, Li JY. 2022. BIM and digital tools for state-of-the-art construction cost management. Buildings. 12(4):396.
- Shehu Z, Endut IR, Akintoye A, Holt GD. 2014. Cost overrun in the Malaysian construction industry projects: a deeper insight. Int J Project Manage. 32(8):1471–1480.
- Shendurkar PS, Jain MS, Sudarsan JS. 2021 Mar 25–26. Impact of risk assessment in project execution and its mitigation strategies using modern automation. Paper presented at: International Conference on Advances in Construction Materials and Management (ACMM), Kattankulathur, India.
- Stanley MB. 2011. Seven reasons competitive tendering fails (and what you can do about it). [accessed 2022 Nov 16]. https://www.processexcellencenetwork.com/innovation/columns/seven-reasons-competitive-tendering-fails-and-what.
- Sutrisna M, Goulding J. 2019. Managing information flow and design processes to reduce design risks in offsite construction projects. Eng Constr Archit Manage. 26(2):267–284.
- Szymański P. 2017. Risk management in construction projects. Proc Eng. 208:174–182.
- Tetteh MO, Chan APC, Darko A, Nani G. 2023. Factors affecting international construction joint ventures: a systematic literature review. Int J Constr Manage. 23(1):98–113.
- Xu B, Guo X, Ye Y, Cheng J. 2012. An improved random forest classifier for text categorization. J. Comput. 7(12):2913–2920.
- Zhang QM, Guo XM, Li HC. 2021. The impact of financial risks on financial investment in infrastructure: based on a two-factor stochastic differential equation. Discrete Dyn Nat Soc. 2021:1–14.