Article

Osman, N. Y, McManus, K. J, Tran, D. H and Krezel, Z. A (2007) The prediction of damage condition in regards to damage factor influence of light structures on expansive soils in Victoria, Australia. Computer Assisted Mechanics and Engineering Sciences, 14 (2). pp. 331-343. ISSN 1232-308X

Tran, D. H, Ng, A. W. M, McManus, K. J and Osman, N. Y (2006) Prediction Model Using Probabilistic Neural Network for Serviceability Deterioration of Stormwater Pipes (Paper 154). Proceedings of the Fifth International Conference on Engineering Computational Technology. pp. 124-132. ISSN 1759-3433

Book Section

Ng, A. W. M, Tran, D. H, Osman, N. Y and McManus, K. J (2006) Application of Neural Networks in Modelling Serviceability Deterioration of Concrete Stormwater Pipes. In: NN'06: Proceedings of the 7th WSEAS International Conference on Neural Networks. Mastorakis, Nikos, ed. World Scientific and Engineering Academy and Society (WSEAS), Athens, pp. 53-60.

Osman, N. Y, Ng, A. W. M and McManus, K. J (2006) Selection of Important Input Parameters Using Neural Network Trained with Genetic Algorithm for Damage to Light Structures. In: Proceedings of the Fifth International Conference on Engineering Computational Technology. Topping, B. H. V, Montero, G and Montenegro, R, eds. Civil-Comp Press, Stirlingshire, UK, pp. 123-124.