Items where Division is "Aston University (General)" and Year is 1997

Article

Goldberg, Paul W., Williams, Christopher K. I. and Bishop, Christopher M. (1997). Regression with input-dependent noise: A Gaussian process treatment. Advances in Neural Information Processing Systems, 10 , pp. 493-499.

Williams, Christopher K. I., Revow, Michael and Hinton, Geoffrey E. (1997). Instantiating deformable models with a neural net. Computer Vision and Image Understanding, 68 (1), pp. 120-126.

Book Section

Bishop, Christopher M., Hinton, Geoffrey E. and Strachan, Iain G. D. (1997). GTM through time. IN: Fifth International Conference on Artificial Neural Networks. Cambridge, US: IEEE.

Bishop, Christopher M. and Qazaz, Cazhaow S. (1997). Regression with input-dependent noise: A Bayesian treatment. IN: Advances in Neural Information Processing Systems 9. Mozer, Michael C.; Jordan, Michael I. and Petsche, Thomas (eds) Proceeding of the 1996 conference, 9 . SGP: MIT.

Bishop, Christopher M., Svens'en, Markus and Williams, Christopher K. I. (1997). Magnification factors for the GTM algorithm. IN: Fifth International Conference on Artificial Neural Networks. Cambridge, UK: IEEE.

McLachlan, Alan (1997). An improved novelty criterion for resource allocating networks. IN: Fifth International Conference on Artificial Neural Networks. Conference publication, 440 . IEEE.

Vivarelli, Francesco and Williams, Christopher K. I. (1997). Using Bayesian neural networks to classify segmented images. IN: Fifth International Conference on Artificial Neural Networks. Cambridge, UK: Aston University.

Williams, Christopher K. I. (1997). Regression with Gaussian processes. IN: Mathematics of neural networks. Ellacott, Stephen W.; Mason, John C. and Anderson, Iain J. (eds) Operations Research/Computer Science Interfaces Series . Kluwer.

Monograph

Bishop, Christopher M., Svens'en, M., Williams, Christopher K. I., von der Malsburg, C., von Selen, W., Vorbruggen, J. C. and Sendhoff, B. (1997). GTM: A principled alternative to the self-organizing map. Technical Report. Aston University, Birmingham.

Tipping, Michael E. and Bishop, Christopher M. (1997). Probabilistic principal component analysis. Technical Report. Aston University, Birmingham.

Williams, Christopher K. I. (1997). Combining spatially distributed predictions from neural networks. Technical Report. Aston University, Birmingham B4 7ET, UK.

Williams, Christopher K. I. and Barber, David (1997). Bayesian classification with Gaussian processes. Technical Report. Aston University, Birmingham. (Unpublished)

Zhu, Huaiyu, Williams, Christopher K. I., Rohwer, Richard and Morciniec, Michal (1997). Gaussian regression and optimal finite dimensional linear models. Technical Report. Aston University, Birmingham.

Conference or Workshop Item

Bishop, Christopher M., Svens'en, Markus and Williams, Christopher K. I. (1997). Magnification factors for the SOM and GTM algorithms. IN: Proceedings 1997 Workshop on Self-Organizing Maps. 1997-06-04 - 1997-06-06.

Thesis

Chadbourn, Gavin A. (1997). Chloride resistance and durability of cement paste and concrete containing metakaolin. PHD thesis, Aston University.

Charnock, Thomas W. (1997). GIS linked environmental process models. PHD thesis, Aston University.

Hartley, C.B. (1997). Substances hazardous to health:the nature of the expertise associated with competent risk assessment. PHD thesis, Aston University.

Pisolkar, Ellen M. (1997). The biological monitoring of impact and recovery in streams following pollution incidents. PHD thesis, Aston University.