Items with Index Term: cost prediction

Abdelkader, E M; Moselhi, O; Marzouk, M and Zayed, T (2021) Integrative evolutionary-based method for modeling and optimizing budget assignment of bridge maintenance priorities. Journal of Construction Engineering and Management, 147(9): 04021100, ISSN 0733-9364

Abu-Mahfouz, E; Al-Dahidi, S; Gharaibeh, E and Alahmer, A (2025) A novel feature engineering-based hybrid approach for precise construction cost estimation using fuzzy-AHP and artificial neural networks. International Journal of Construction Management, 25(15), pp. 1800-1810. ISSN 1562-3599

Adul-Hamid, R (1996) Construction duration prediction using neural network methodology. PhD thesis, University of Manchester, UK.

Al-Jibouri, S and Mawdesley, M J (2001) Development and application of a stochastic based cost prediction model for construction. Journal of Financial Management of Property and Construction, 6(1), pp. 61-69. ISSN 1366-4387

Ali, A S; Azmi, N F and Baaki, T K (2018) Cost performance of building refurbishment works: The case of Malaysia. International Journal of Building Pathology and Adaptation, 36(1), pp. 41-62. ISSN 23984708

Awuku, B; Asa, E; Baffoe-Twum, E and Essegbey, A (2024) Conceptual cost estimation of highway bid items: a systematic literature review. Engineering, Construction and Architectural Management, 31(3), pp. 1187-1221. ISSN 0969-9988

Ayinla, K; Saka, A; Seidu, R and Madanayake, U (2023) The impact of artificial intelligence on construction costing practice. In: Tutesigensi, A and Neilson, C J (eds.) Proceedings of 39th Annual ARCOM Conference, 4-6 September 2023, University of Leeds, Leeds, UK.

Bala, K; Bustani, S A and Waziri, B S (2014) A computer-based cost prediction model for institutional building projects in Nigeria: An artificial neural network approach. Journal of Engineering, Design and Technology, 12(4), pp. 519-530.

Bennett, J and Ormerod, R N (1984) Simulation applied to construction projects. Construction Management and Economics, 2(3), pp. 225-263. ISSN 01446193

Birnie, J (1996) Bias and financial management judgements. Journal of Financial Management of Property and Construction, 1(1), pp. 37-54. ISSN 1366-4387

Birnie, J and Yates, A (1991) Cost prediction using decision/risk analysis methodologies. Construction Management and Economics, 9(2), pp. 171-186. ISSN 01446193

Birnie, J W (1993) A behavioural study using decision analysis of building cost prediction by chartered quantity surveyors. PhD thesis, Ulster University, UK.

Blyth, K A (2002) A computer model that forecasts the cash flow of building projects at the tender stage using stage payments. PhD thesis, University of Liverpool, UK.

Che Haron, R (2017) Systems thinking paradigm in construction cost estimating reliability. PhD thesis, University of Reading, UK.

Chen, X; Zhang, Y; Zhao, B and Yang, S (2021) Investment probabilistic interval estimation for construction project using the hybrid model of SVR and GWO. Journal of Construction Engineering and Management, 147(5): 04021031, ISSN 0733-9364

Choi, C Y; Ryu, K R and Shahandashti, M (2021) Predicting city-level construction cost index using linear forecasting models. Journal of Construction Engineering and Management, 147(2): 0001973, ISSN 0733-9364

Choi, S; Kim, D Y; Han, S H and Kwak, Y H (2014) Conceptual cost-prediction model for public road planning via rough set theory and case-based reasoning. Journal of Construction Engineering and Management, 140(1): 04013026, ISSN 0733-9364

Cowie, G F (1987) Enough scope yields better estimates. Journal of Construction Engineering and Management, 113(2), pp. 315-320. ISSN 0733-9364

Deepa, G; Niranjana, A J and Balu, A S (2025) A hybrid machine learning approach for early cost estimation of pile foundations. Journal of Engineering, Design and Technology, 23(1), pp. 306-322. ISSN 1726-0531

Delgado, J M D; Oyedele, L; Bilal, M; Ajayi, A; Akanbi, L and Akinade, O (2020) Big data analytics system for costing power transmission projects. Journal of Construction Engineering and Management, 146(1): 05019017, ISSN 0733-9364

Doğan, S Z (2005) Using machine learning techniques for early cost prediction of structural systems of buildings. PhD thesis, Izmir Institute of Technology, Turkey.

Doǧan, S Z; Arditi, D and Murat Günaydin, H (2006) Determining attribute weights in a CBR model for early cost prediction of structural systems. Journal of Construction Engineering and Management, 132(10), pp. 1092-1098. ISSN 0733-9364

Doǧan, S Z; Arditi, D and Murat Günaydin, H (2008) Using decision trees for determining attribute weights in a case-based model of early cost prediction. Journal of Construction Engineering and Management, 134(2), pp. 146-152. ISSN 0733-9364

Du, J; Kim, B C and Zhao, D (2016) Cost performance as a stochastic process: EAC projection by Markov chain simulation. Journal of Construction Engineering and Management, 142(6): 04016009, ISSN 0733-9364

Edwards, D J and Holt, G D (2001) Predicting construction plant maintenance expenditure. Building Research & Information, 29(6), pp. 417-427. ISSN 0961-3218

Edwards, D J; Holt, G D and Harris, F C (1998) Financial management of construction plant: Conceptualising cost prediction. Journal of Financial Management of Property and Construction, 3(2), pp. 59-74. ISSN 1366-4387

Elmousalami, H H (2020) Artificial intelligence and parametric construction cost estimate modeling: State-of-the-art review. Journal of Construction Engineering and Management, 146(1): 03119008, ISSN 0733-9364

Elmousalami, H H; Elyamany, A H and Ibrahim, A H (2018) Predicting conceptual cost for field canal improvement projects. Journal of Construction Engineering and Management, 144(11): 04018102, ISSN 0733-9364

Farooq, M. and Paracha, A. T. (2026) Cost prediction of road construction projects in Pakistan using machine learning. International Journal of Construction Management, 26(8), pp. 1442-1470. ISSN 1562-3599

Hegazy, T and Ayed, A (1998) Neural network model for parametric cost estimation of highway projects. Journal of Construction Engineering and Management, 124(3), pp. 210-218. ISSN 0733-9364

Idowu, O S and Lam, K C (2020) Conceptual quantities estimation using bootstrapped support vector regression models. Journal of Construction Engineering and Management, 146(4): 04020018, ISSN 0733-9364

Indrastuti (2014) Unit cost modelling of public building project in Kepulauan Riau, Indonesia. PhD thesis, University of Malaya, Malaysia.

Jafarzadeh, R; Wilkinson, S; González, V; Ingham, J M and Amiri, G G (2014) Predicting seismic retrofit construction cost for buildings with framed structures using multilinear regression analysis. Journal of Construction Engineering and Management, 140(3): 4013062, ISSN 0733-9364

Li, M N; Wang, X; Cheng, R X and Chen, Y (2025) Aided design decision-making framework for engineering projects considering cost and social benefits. Engineering, Construction and Architectural Management, 32(8), pp. 5040-5065. ISSN 0969-9988

Lowe, D and Skitmore, M (1994) Experiential learning in cost estimating. Construction Management and Economics, 12(5), pp. 423-431. ISSN 01446193

Lowe, D J (1996) Experiental learning in design cost estimating. PhD thesis, University of Manchester, UK.

Lu, Y and Zhang, J (2022) Bibliometric analysis and critical review of the research on big data in the construction industry. Engineering, Construction and Architectural Management, 29(9), pp. 3574-3592. ISSN 0969-9988

Meharie, M G; Mengesha, W J; Gariy, Z A and Mutuku, R N N (2022) Application of stacking ensemble machine learning algorithm in predicting the cost of highway construction projects. Engineering, Construction and Architectural Management, 29(7), pp. 2836-2853. ISSN 0969-9988

Mostofi, F; Tokdemir, O B; Toǧan, V and Arditi, D (2024) Predicting the cost of rework in high-rise buildings using graph convolutional networks. Journal of Construction Engineering and Management, 150(8): 04024085, ISSN 0733-9364

Ogunlana, S O (1989) Accuracy in design cost estimating. PhD thesis, Loughborough University, UK.

Padala, S P S and Goyal, A (2025) Early stage cost prediction model for Indian building construction projects using artificial neural networks. Journal of Financial Management of Property and Construction, 30(3), pp. 377-397. ISSN 1366-4387

Sharma, V; Zaki, M; Jha, K N and Krishnan, N M A (2022) Machine learning-aided cost prediction and optimization in construction operations. Engineering, Construction and Architectural Management, 29(3), pp. 1241-1257. ISSN 0969-9988

Shr, J-F (1999) Model development for cost-plus-time bidding applied to Florida department of transportation highway construction. PhD thesis, University of Wisconsin - Madison, USA.

Wang, Y; Zuo, J; Pan, M; Tu, B; Chang, R D; Liu, S; Xiong, F and Dong, N (2024) Cost prediction of building projects using the novel hybrid RA-ANN model. Engineering, Construction and Architectural Management, 31(6), pp. 2563-2582. ISSN 0969-9988

Wu, Z.; Liu, M.; Ma, G. and Jiang, S. (2026) A hybrid forecasting model to improve cost prediction accuracy in green building projects with machine learning. Engineering, Construction and Architectural Management, 33(4), pp. 3375-3402. ISSN 0969-9988

Xia, X; Xiang, P; Khanmohammadi, S; Gao, T and Arashpour, M (2024) Predicting safety accident costs in construction projects using ensemble data-driven models. Journal of Construction Engineering and Management, 150(7): 04024054, ISSN 0733-9364