A comparative analysis between the multilayer perceptron “neural network” and multiple regression analysis for predicting construction plant maintenance costs

Author:

Edwards David J.,Holt Gary D.,Harris Frank C.

Publisher

Emerald

Subject

Industrial and Manufacturing Engineering,Strategy and Management,Safety, Risk, Reliability and Quality

Reference13 articles.

1. Models of UK private sector quarterly construction demand

2. Briscoe, G. (1993), The Economics of the Construction Industry, B.T. Batsford Ltd in association with the CIOB, London.

3. Edwards, D.J. and Holt, G.D. (1999), “Predicting mechanical reliability using artificial intelligence”, Plant Services, (www.plantservices.com) June, Vol. 20 No. 6, pp. 51‐4.

4. Edwards, D.J. Holt, G.D. and Harris, F.C. (1997), “Used oil analysis: methods, applications and limitations of its use on UK construction plant”, Campus Construction, Chartered Institute of Building, Ascot, pp. 13‐16.

5. Edwards, D.J., Holt, G.D. and Harris, F.C. (1998b), “Financial management of construction plant: a conceptual model”, Journal of Financial Management of Property and Construction, Vol. 3 No. 2, pp. 59‐73.

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