Early Cost Estimates of Bridge Structures Aided by Artificial Neural Networks

[1]  H. Murat Gunaydin,et al.  A neural network approach for early cost estimation of structural systems of buildings , 2004 .

[2]  Christopher M. Bishop,et al.  Neural networks for pattern recognition , 1995 .

[3]  Agnieszka Leśniak,et al.  Prediction of site overhead costs with the use of artificial neural network based model , 2018, Archives of Civil and Mechanical Engineering.

[4]  J. Nazuno.  Haykin, Simon. Neural networks: A comprehensive foundation, Prentice Hall, Inc. Segunda Edición, 1999 , 2000 .

[5]  Krzysztof Schabowicz,et al.  Application of artificial neural networks in predicting earthmoving machinery effectiveness ratios , 2008 .

[6]  Michał Juszczyk,et al.  Application of PCA-based data compression in the ANN-supported conceptual cost estimation of residential buildings , 2016 .

[7]  Murat Sönmez,et al.  An Artificial Neural Networks Model for the Estimation of Formwork Labour , 2011 .

[8]  Krzysztof Zima,et al.  ANN Based Approach for Estimation of Construction Costs of Sports Fields , 2018, Complex..

[9]  Kleopatra Petroutsatou,et al.  Early Cost Estimating of Road Tunnel Construction Using Neural Networks , 2012 .

[10]  Yat Hung Chiang,et al.  Predicting the maintenance cost of construction equipment: Comparison between general regression neural network and Box–Jenkins time series models , 2014 .

[11]  Ashraf Elazouni.  Classifying construction contractors using unsupervised-learning neural networks , 2006 .

[12]  C Cheryl Lyne,et al.  An Artificial Neural Network Approach to Structural Cost Estimation of Building Projects in the Philippines , 2014 .