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Baharudin, M R, Nasruddin, H N, Rahman, A A, Mahadi, M R and Noor, S B M (2018) Numerical model for individual time calculation for evacuation among secondary students. International Journal of Building Pathology and Adaptation, 36(05), 450–70.

Chung, H C P and Adeyeye, K (2018) Structural flood damage and the efficacy of property-level flood protection. International Journal of Building Pathology and Adaptation, 36(05), 471–99.

Esteves, I C, Medeiros-Junior, R A and Medeiros, M H (2018) NDT for bridges durability assessment on urban-industrial environment in Brazil. International Journal of Building Pathology and Adaptation, 36(05), 500–15.

Gluch, P and Svensson, I (2018) On the nexus of changing public facilities management practices: purposive and co-creative actions across multiple levels. Construction Management and Economics, 36(05), 259–75.

Green, S D, Harty, C, Elmualim, A A, Larsen, G D and Kao, C C (2008) On the discourse of construction competitiveness. Building Research & Information, 36(05), 426–35.

Hartmann, A, Reymen, I M M J and Van Oosterom, G (2008) Factors constituting the innovation adoption environment of public clients. Building Research & Information, 36(05), 436–49.

Lee, C and Moudon, A V (2008) Neighbourhood design and physical activity. Building Research & Information, 36(05), 395–411.

Loosemore, M and Bridgeman, J (2018) The social impact of construction industry schools-based corporate volunteering. Construction Management and Economics, 36(05), 243–58.

Malmqvist, T (2008) Environmental rating methods: selecting indoor environmental quality (IEQ) aspects and indicators. Building Research & Information, 36(05), 466–85.

McDermott, V, Zhang, R P, Hopkins, A and Hayes, J (2018) Constructing safety: investigating senior executive long-term incentive plans and safety objectives in the construction sector. Construction Management and Economics, 36(05), 276–90.

Moon, H J and Augenbroe, G (2008) Empowerment of decision-makers in mould remediation. Building Research & Information, 36(05), 486–98.

Oswald, D, Sherratt, F, Smith, S D and Hallowell, M R (2018) Exploring safety management challenges for multi-national construction workforces: a UK case study. Construction Management and Economics, 36(05), 291–301.

Palaneeswaran, E, Love, P E D, Kumaraswamy, M M and Ng, T S T (2008) Mapping rework causes and effects using artificial neural networks. Building Research & Information, 36(05), 450–65.

  • Type: Journal Article
  • Keywords: construction projects; cost overrun; productivity; project performance; rework; time overrun
  • ISBN/ISSN: 0961-3218
  • URL: https://doi.org/10.1080/09613210802128269
  • Abstract:
    Rework can have adverse effects on the performance and productivity of construction projects. Techniques such as artificial neural networks (ANN) are widely used for prediction and classification problems and thus can be used to map the causes and effects of rework. The traditional back propagation neural network and general regression neural network data from 112 Hong Kong construction projects are used to examine the influence of rework causes on the various project performance indicators such as cost overrun, time overrun, and contractual claims. The results from this research could be used to develop forecasting systems and appropriate intelligent decision support frameworks for enhancing performance in construction projects. Furthermore, analysis of the neural network results indicates that the general regression neural network architecture is better suited for modelling rework causes and their impacts on project performance.

Sanni-Anibire, M O, Hassanain, M A, Mahmoud, A S and Ahmed, W (2018) An evaluation of the functional performance of research and academic laboratories using the space syntax approach. International Journal of Building Pathology and Adaptation, 36(05), 516–28.

Sartori, I, Bergsdal, H, Muller, D B and Brattebo, H (2008) Towards modelling of construction, renovation and demolition activities: Norway's dwelling stock, 1900–2100. Building Research & Information, 36(05), 412–25.

Shirleyana, Hawken, S and Sunindijo, R Y (2018) City of Kampung: risk and resilience in the urban communities of Surabaya, Indonesia. International Journal of Building Pathology and Adaptation, 36(05), 543–68.

Yazdani Mehr, S and Wilkinson, S (2018) Technical issues and energy efficient adaptive reuse of heritage listed city halls in Queensland Australia. International Journal of Building Pathology and Adaptation, 36(05), 529–42.