Computer Science Research Group

Wassermann, K. C., Blanchard, M., Bernardet, U., Manzolli, J. & Verschure, P. F. M. J., 27 Aug 2000, In: International Computer Music Conference, ICMC Proceedings. 181851.

Research output: Contribution to journal › Conference article › peer-review

Structured neural network modelling of multi-valued functions for wind retrieval from scatterometer measurements

Evans, D. J., Cornford, D. & Nabney, I. T., Jan 2000, In: Neurocomputing. 30, 1-4, p. 23-30 8 p.

Research output: Contribution to journal › Article › peer-review

System and method for dynamic modification of class files

Berry, R. F. (Inventor) & Hussain, R. Y. (Inventor), 15 Feb 2000, Patent No. 6,026,237 , 3 Nov 1997

Research output: Patent

Open Access

1999

Adding constrained discontinuities to Gaussian process models of wind fields

Cornford, D., Nabney, I. T., Williams, C. K. I., Kearns, M. S. (Editor), Solla, S. A. (Editor) & Cohn, D. A. (Editor), 1999, In: Advances in Neural Information Processing Systems. 11, p. 861-867 7 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

Bayesian retrieval of scatterometer wind fields

Cornford, D., Nabney, I. T. & Evans, D. J., 1999, (Unpublished) Birmingham: Aston University.

Research output: Preprint or Working paper › Technical report

Efficient training of RBF networks for classification

Nabney, I. T., 1999, p. 210-215. 6 p.

Research output: Unpublished contribution to conference › Unpublished Conference Paper › peer-review

Open Access

File

First year qualifying report: neural networks for extracting wind vectors from satellite scatterometer data

Evans, D. J., 1999, Birmingham, UK: Aston University, 58 p.

Research output: Preprint or Working paper › Project report

File

Modelling financial time series with switching state space models

Azzouzi, M. & Nabney, I. T., 1999, Proceedings of the IEEE/IAFE 1999 Conference on Computational Intelligence for Financial Engineering. Port Jefferson, NY: IEEE, p. 240-249 10 p.

Research output: Chapter in Book/Published conference output › Chapter

Open Access

File

Neural network-based wind vector retrieval from satellite scatterometer data

Cornford, D., Nabney, I. T. & Bishop, C. M., 26 Jan 1999, Birmingham: Aston University, 16 p.

Research output: Preprint or Working paper › Technical report

File

Neural network-based wind vector retrieval from satellite scatterometer data

Cornford, D., Nabney, I. T. & Bishop, C. M., Aug 1999, In: Neural Computing and Applications. 8, 3, p. 206-217 12 p.

Research output: Contribution to journal › Article › peer-review

Regularisation of mixture density networks

Hjorth, L. U. & Nabney, I. T., 1999, Ninth International Conference on Artificial Neural Networks, 1999: ICANN 99. IET, Vol. 2. p. 521-526 6 p. (IET conference publications; no. 470).

Research output: Chapter in Book/Published conference output › Conference publication

Open Access

File

Regularised mixture density networks for modelling wind direction

Hjorth, L. U. & Nabney, I. T., 1999, Birmingham: Neural Computation Research Group.

Research output: Preprint or Working paper › Technical report

Time delay estimation with hidden Markov models

Azzouzi, M. & Nabney, I. T., 1999, Ninth International Conference on Artificial Neural Networks, 1999 (ICANN). Edinburgh, UK: IEEE, Vol. 1. p. 473-478 6 p.

Research output: Chapter in Book/Published conference output › Chapter

Open Access

File

1998

Adding constrained discontinuities to Gaussian process models of wind fields

Cornford, D., Nabney, I. T., Williams, C. K. I., Kearns, M. S., Solla, S. A. & Cohn, D. A., 27 Nov 1998, Birmingham: Aston University, 7 p.

Research output: Preprint or Working paper › Technical report

File

Analysing time series structure with hidden Markov models

Azzouzi, M. & Nabney, I. T., 2 Sept 1998, Proceedings of the 1998 IEEE Signal Processing Society Workshop, Neural Networks for Signal Processing VIII, 1998. Constantinides, T., Kung, S. Y., Niranjan, M. & Wilson, E. (eds.). Cambridge, UK: IEEE, Vol. 8. p. 402-408 7 p. (Proceedings of the 1998 IEEE Signal Processing Society Workshop).

Research output: Chapter in Book/Published conference output › Chapter

Open Access

File

A scatterometer neural network sensor model with input noise

Cornford, D., Ramage, G. & Nabney, I. T., 22 Oct 1998, Birmingham: Aston University, 8 p.

Research output: Preprint or Working paper › Technical report

File

Bayesian inference for wind field retrieval

Cornford, D., Nabney, I. T. & Williams, C. K. I., 22 Oct 1998, Birmingham: Aston University, 8 p.

Research output: Preprint or Working paper › Technical report

File

Delay estimation for multivariate time series

Azzouzi, M. & Nabney, I. T., 1998, Aston University, Birmingham, UK: Aston University, 18 p.

Research output: Preprint or Working paper › Technical report

File

Flexible Gaussian process wind field models

Cornford, D., 1998, Birmingham: Aston University, 11 p.

Research output: Preprint or Working paper › Technical report

File

Mixture density network training by computation in parameter space

Evans, D. J., 1998, Birmingham: Aston University, 17 p.

Research output: Preprint or Working paper › Technical report

File

NEUROSAT: an overview

Cornford, D. & Nabney, I. T., 1998, Birmingham: Aston University, 9 p.

Research output: Preprint or Working paper › Technical report

File

Non-zero mean Gaussian process prior wind field models

Cornford, D., 1998, Birmingham: Aston University, 16 p.

Research output: Preprint or Working paper › Technical report

File

Random field models and priors on wind

Cornford, D., 13 Mar 1998, Birmingha: Aston University, 19 p.

Research output: Preprint or Working paper › Technical report

File

Shadow targets: A novel algorithm for topographic projections by radial basis functions

Tipping, M. E. & Lowe, D., 21 Apr 1998, In: Neurocomputing. 19, 1-3, p. 211-222 12 p.

Research output: Contribution to journal › Article › peer-review

Structured neural network modelling of multi-valued functions for wind retrieval from scatterometer measurements

Evans, D. J., Cornford, D. & Nabney, I. T., 22 Oct 1998, Birmingham: Aston University, 8 p.

Research output: Preprint or Working paper › Technical report

File

1997

Estimating conditional volatility with neural networks

Nabney, I. T. & Cheng, H. W., 1997, p. 1-15. 15 p.

Research output: Unpublished contribution to conference › Unpublished Conference Paper › peer-review

File

Practical assessment of neural network applications

Nabney, I. T., Paven, M. J. S., Eldridge, R. C. & Lee, C., 1997, SafeComp 97: Proceedings of the 16th International Conference on Computing Safety, Reliability and Security. Daniel, P. (ed.). London: Springer, p. 357-368 12 p.

Research output: Chapter in Book/Published conference output › Chapter

File

Representing the assessment process for psychodynamic psychotherapy within a computerized model of human classification

Buckingham, C. D. & Birtle, J., Mar 1997, In: British Journal of Medical Psychology. 70, 1, p. 1-16 16 p.

Research output: Contribution to journal › Article › peer-review

Splines and vector splines

Cornford, D., 1997, Aston Triangle, BIRMINGHAM, UK: Aston University, 15 p.

Research output: Preprint or Working paper › Technical report

File

Surface wind fields (on Earth)

Cornford, D., 23 Apr 1997, (Unpublished) Birmingham, UK: Aston University, 12 p.

Research output: Preprint or Working paper › Technical report

File

The learning dynamics of a universal approximator

West, A. H. L., Saad, D., Nabney, I. T., Mozer, M. C. (Editor), Petsche, T. (Editor) & Jordan, M. I. (Editor), May 1997, In: Advances in Neural Information Processing Systems. 9, p. 288-294 7 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

1996

Modelling conditional probability distributions for periodic variables

Bishop, C. M. & Nabney, I. T., 1 Jul 1996, In: Neural Computation. 8, 5, p. 209-214 6 p.

Research output: Contribution to journal › Article › peer-review

Open Access

File

Neural network control of a gas turbine

Nabney, I. & Cressy, D. C., 1996, In: Neural Computing and Applications. 4, 4, p. 198-208 11 p.

Research output: Contribution to journal › Article › peer-review

Practical methods of tracking of nonstationary time series applied to real-world data

Nabney, I. T., McLachlan, A. & Lowe, D., 9 Apr 1996, Applications and science of artificial neural networks II. Rogers, S. K. & Ruck, D. W. (eds.). SPIE, Vol. 2760. p. 152-163 12 p. (SPIE proceedings; vol. 2760).

Research output: Chapter in Book/Published conference output › Conference publication

Open Access

File

1995

Leading edge forecasting techniques for exchange rate prediction

Nabney, I. T., Dunis, C., Dallaway, R., Leong, S. & Redshaw, W., 4 Dec 1995, In: European Journal of Finance. 1, 4, p. 311-323 13 p.

Research output: Contribution to journal › Article › peer-review

Modelling conditional probability distributions for periodic variables

Nabney, I. T. & Bishop, C. M., 1995, Proceedings International Conference on Artificial Neural Networks ICANN'95. Fougelman-Soulie, F. & Gallinari, P. (eds.). Paris (FR): EC2 et Cie, Vol. 2. p. 209-214 6 p.

Research output: Chapter in Book/Published conference output › Chapter

Modelling conditional probability distributions for periodic variables

Nabney, I. T., Bishop, C. M. & Legleye, C., 26 Jun 1995, Fourth International Conference on Artificial Neural Networks. IEEE, Vol. 4. p. 177-182 6 p.

Research output: Chapter in Book/Published conference output › Chapter

Open Access

File

Modelling wind direction from satellite scatterometer data

Nabney, I. T. & Bishop, C. M., 1995, Birmingham: Aston University, 6 p.

Research output: Preprint or Working paper › Technical report

File

1993

Neural control of a batch distillation

Cressy, D. C., Nabney, I. T. & Simper, A., 1993, In: Neural Computing and Applications. 1, 2, p. 115-123 9 p.

Research output: Contribution to journal › Article › peer-review

1991

Rule induction for data exploration

Nabney, I. T. & Grasl, O., 1991, Proceedings of Avignon 91: Expert systems and their applications. EC2 et Cie, Vol. 1. p. 329-341 13 p.

Research output: Chapter in Book/Published conference output › Chapter

1983

Performance models of token ring local area networks

Berry, R. & Chandy, K. M., 1983, SIGMETRICS '83 Proceedings of the 1983 ACM SIGMETRICS conference on Measurement and modeling of computer systems. New York, USA: ACM, p. 266 - 274

Research output: Chapter in Book/Published conference output › Conference publication

Computer Science Research Group

Research output

Search results