Items where Division is "Aston University (General)" and Year is 1998

A

Al-Anzi, Hamdan (1998). Mass transfer characteristics of two-aqueous-phase liquid-liquid mixtures. PHD thesis, Aston University.

B

Bennett, David, Vaidya, Kirit and Zhao, Hongyu (1998). Technology transfer and competitive operations:the valuation and collaboration questions. IN: EurOMA Workshop on International Operations. 1998-03-31. (Unpublished)

Bishop, Christopher M., Svensén, Markus and Williams, Christopher K. I. (1998). Developments of the generative topographic mapping. Neurocomputing, 21 (1-3), pp. 203-224.

Bishop, Christopher M., Svensén, Markus and Williams, Christopher K. I. (1998). GTM: the generative topographic mapping. Technical Report. Aston University, Birmingham.

Bishop, Christopher M. and Tipping, Michael E. (1998). A hierarchical latent variable model for data visualization. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20 (3), pp. 281-293.

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Feng, Xiaojuan and Williams, Christopher K. I. (1998). Training Bayesian networks for image segmentation. IN: Proceedings of SPIE vol 3457. 1998-09-24 - 1998-09-24.

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Kabashima, Yoshiyuki and Saad, David (1998). Belief propagation vs. TAP for decoding corrupted messages. Europhysics Letters, 44 (5), pp. 668-674.

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Opper, Manfred (1998). On the annealed VC entropy for margin classifiers: A statistical mechanics study. IN: Advances in Kernel Methods - Support vector learning. Scholkopf, Bernhard; Burges, Christopher J. C. and Smola, Alexander J. (eds) Cambridge, MA: MIT.

R

Rattray, Magnus and Saad, David (1998). Globally optimal on-line learning rules. Advances in Neural Information Processing Systems, 10 , pp. 322-328.

Rattray, Magnus and Saad, David (1998). Transients and asymptotics of natural gradient learning. IN: Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, L.; Boden, M. and Ziemke, T. (eds) Springer.

Rattray, Magnus and Saad, David (1998). The dynamics of matrix momentum. IN: Proceedings of the 8th International Conference on Artificial Neural Networks. Niklasson, Lars F.; Boden, Mikael B. and Ziemke, Tom (eds) Springer.

Rattray, Magnus and Shapiro, Jon (1998). Noisy fitness evaluation in genetic algorithms and the dynamics of learning. IN: Foundations of genetic algorithms: 4th workshop : revised papers. Belew, Richard and Vose, Michael (eds) San Francisco: Morgan Kaufmann.

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Saad, David and Rattray, Magnus (1998). Globally optimal learning rates in multilayer neural networks. Philosophical Magazine Part B, 77 (5), pp. 1523-1530.

Saad, David and Rattray, Magnus (1998). Learning with regularizers in multilayer neural networks. Physical Review E, 57 (2), pp. 2170-2176.

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West, Ansgar H.L. and Saad, David (1998). The role of biases in on-line learning of two-layer networks. Physical Review E, 57 (3), pp. 3265-3291.

Williams, Christopher K. I. and Barber, David (1998). Bayesian classification with Gaussian processes. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20 (12), 1342 -1351.

Wright, W. A. (1998). Neural network regression with input uncertainty. IN: Proceedings of the 1998 IEEE Signal Processing Society Workshop, Neural Networks for Signal Processing VIII, 1998. Cambridge, UK: IEEE.