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Neural Networks

  1. G. Bloch and T. Denoeux. Neural networks for process control and optimization: two industrial applications. ISA Transactions, 42(1): 39-51, 2003. pdf
  2. N. Valentin and T. Denoeux. A neural network-based software sensor for coagulation control in a water treatment plant. Intelligent Data Analysis, 5:23-39, 2001. pdf.
  3. R. Lengellé and T. Denoeux. Training MLPs layer by layer using an objective function for internal representations. Neural Networks, 9:83-97, 1996. pdf
  4. N. Gong, T. Denoeux and J.-L. Bertrand-Krajewski. Neural networks for solid transport modelling in sewer systems during storm events. Water Science and Technology, 33(9):85-92, 1996.
  5. N. Gong, X. Ding, T. Denoeux, J.-L. Bertrand-Krajewski and M. Clément. Stormnet: A connectionist model for dynamic management of wastewater treatment plants during storm events. Water Science and Technology, 33(1):247-256, 1996.
  6. N. Gong and T. Denoeux. Urban storm water pollution forecasting using recurrent neural networks. Journal of Systems Engineering, 6:137-147, 1996. postscript
  7. T. Denoeux and P. Rizand. Analysis of radar images for rainfall forecasting using neural networks. Neural Computing and Applications, 3:50-61, 1995. pdf
  8. T. Denoeux and R. Lengellé. Initializing back-propagation networks with prototypes. Neural Networks, 6:351-363, 1993. pdf

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