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

Article

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. 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.

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

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

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.

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.

Book Section

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.

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.

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.

Monograph

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

Conference or Workshop Item

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)

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.

Thesis

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