# Items where Division is "Engineering & Applied Sciences > Systems analytics research institute (SARI)" and Year is 1999

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**18**.

## Article

Chattopadhyay, Amit Kr.
(1999).
Nonlocal Kardar-Parisi-Zhang equation with spatially correlated noise.
*Physical Review E*, 60
(1),
pp. 293-296.

Cornford, Dan, Nabney, Ian T. and Williams, Christopher K. I.
(1999).
Adding constrained discontinuities to Gaussian process models of wind fields.
*Advances in Neural Information Processing Systems*, 11
,
pp. 861-867.

Kabashima, Yoshiyuki and Saad, David
(1999).
Statistical mechanics of error-correcting codes.
*Europhysics Letters*, 45
(1),
pp. 97-103.

Kanter, Ido and Saad, David
(1999).
Error-correcting codes that nearly saturate Shannon's bound.
*Physical Review Letters*, 83
(13),
pp. 2660-2663.

Lowe, David and Zapart, Krzysztof
(1999).
Point-wise confidence interval estimation by neural networks: A comparative study based on automotive engine calibration.
*Neural Computing and Applications*, 8
(1),
pp. 77-85.

Rattray, M. and Saad, D.
(1999).
Analysis of natural gradient descent for multilayer neural networks.
*Physical Review E*, 59
(4),
pp. 4523-4532.

Scarpetta, Silvia and Saad, David
(1999).
On-line learning of unrealizable tasks.
*Physical Review E*, 60
(5),
pp. 5902-5911.

Vicente, Renato, Saad, David and Kabashima, Yoshiyuki
(1999).
Finite connectivity systems as error-correcting codes.
*Physical Review E*, 60
(5),
pp. 5352-5366.

## Book Section

Azzouzi, Mehdi and Nabney, Ian T.
(1999).
*Modelling financial time series with switching state space models.*
IN: Proceedings of the IEEE/IAFE 1999 Conference on Computational Intelligence for Financial Engineering.
Port Jefferson, NY: IEEE.

Azzouzi, Mehdi and Nabney, Ian T.
(1999).
*Time delay estimation with hidden Markov models.*
IN: Ninth International Conference on Artificial Neural Networks, 1999 (ICANN).
Edinburgh, UK: IEEE.

Hjorth, Lars U. and Nabney, Ian T.
(1999).
*Regularisation of mixture density networks.*
IN: Ninth International Conference on Artificial Neural Networks, 1999.
IET conference publications, 2
.
GBR: IET.

Kabashima, Yoshiyuki and Saad, David
(1999).
*The belief in TAP.*
IN: Advances in Neural Information Processing Systems 11.
Kearns, Michael J.; Solla, Sara A. and Cohn, David (eds)
Proceeding of the 1998 Conference, 11
.
Cambridge MA: MIT.

Opper, Manfred and Winther, Ole
(1999).
*A Bayesian approach to on-line learning.*
IN: On-line learning in neural networks.
Saad, David (ed.)
Publications of the Newton Institute
.
Cambridge: Cambridge University Press.

Rattray, Magnus and Saad, David
(1999).
*Incorporating curvature information into on-line learning.*
IN: On-line learning in neural networks.
Saad, David (ed.)
Publications of the Newton Institute
.
Isaac Newton Institute, Cambridge: Cambridge University Press.

Scarpetta, Silvia, Rattray, Magnus and Saad, David
(1999).
*Natural gradient matrix momentum.*
IN: Ninth International Conference on Artificial Neural Networks, ICANN 99.
Conference Publication, 1
.
Edinburgh UK: IEEE.

## Monograph

Cornford, Dan, Nabney, Ian T. and Bishop, Christopher M.
(1999).
*Neural network-based wind vector retrieval from satellite scatterometer data.*
Technical Report.
Aston University, Birmingham.

Saad, David
(1999).
*Final report on EPSRC research grant GR/L19232.*
Project Report.
Aston University, Aston University, Birmingham B4 7ET, UK.

## Conference or Workshop Item

Nabney, Ian T.
(1999).
Efficient training of RBF networks for classification.
IN: *9th International Conference on Artificial Neural Networks*. 1999-09-07 - 1999-09-07.