Engineering & Applied Science

  • School of Engineering and Applied Science, Aston University

    B4 7ET Birmingham

    United Kingdom

Research Output

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Technical report

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: Working paperTechnical report

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A new entropy measure based on the Renyi entropy rate using Gaussian kernels

Woodcock, D. & Nabney, I. T., 24 Feb 2006, Birmingham: Aston University, 15 p.

Research output: Working paperTechnical report

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Approximately optimal experimental design for heteroscedastic Gaussian process models

Boukouvalas, A., Cornford, D. & Stehlik, M., 10 Nov 2009, (Unpublished) Birmingham: Aston University.

Research output: Working paperTechnical report

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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: Working paperTechnical report

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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: Working paperTechnical report

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Bayesian retrieval of scatterometer wind fields

Cornford, D., Nabney, I. T. & Evans, D. J., 1999, (Unpublished) Birmingham: Aston University.

Research output: Working paperTechnical report

Block GTM: Incorporating prior knowledge of covariance structure in data visualisation

Schroeder, M., Nabney, I. T. & Cornford, D., 25 Sep 2008, Birmingham: Aston University, 29 p.

Research output: Working paperTechnical report

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Conditional distribution modeling for estimating and exploiting uncertainty in control systems

Herzallah, R. & Lowe, D., 27 May 2003, (Unpublished) Birmingham: Aston University.

Research output: Working paperTechnical report

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Constructing localized non-linear projection manifolds in a principled way: hierarchical generative topographic mapping

Tino, P. & Nabney, I., 2000, (Unpublished).

Research output: Working paperTechnical report

Data visualisation with missing data: A non-linear approach

Schroeder, M. & Cornford, D., 12 Oct 2007, Birmingham: Aston University, 26 p.

Research output: Working paperTechnical report

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Delay estimation for multivariate time series

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

Research output: Working paperTechnical report

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Derivations of variational gaussian process approximation framework

Vrettas, M. D., Shen, Y. & Cornford, D., 28 Mar 2008, Birmingham: Aston University, 25 p.

Research output: Working paperTechnical report

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Dimensionality reduction in complex models

Boukouvalas, A., Maniyar, D. M. & Cornford, D., May 2007, Birmingham: Aston University, 14 p.

Research output: Working paperTechnical report

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Efficient computation of decoherent quantum walks through eigenvalue perturbation

Torsello, A. & Rossi, L., 2016, 8 p.

Research output: Working paperTechnical report

Open Access
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EM algorithm for GTM-FS

Maniyar, D. M. & Nabney, I. T., 2 Nov 2005, Birmingham: Aston University, 5 p.

Research output: Working paperTechnical report

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Emulation of dynamic computer models with multivariate output

Barillec, R., Boukouvalas, A. & Cornford, D., Apr 2009, (Unpublished) Aston University, 23 p.

Research output: Working paperTechnical report

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Erprobung von Messtechnik zur Untersuchung und Optimierung strömungsmechanischer und holztechnologischer Abläufe in Refinern

Translated title of the contribution: Testing of measurement techniques for the investigation and optimization of fluid-mechanical and technological processes in wood refinersBieberle, A. & Cartland-Glover, G., 2011, 70 p.

Research output: Working paperTechnical report

Flexible Gaussian process wind field models

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

Research output: Working paperTechnical report

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Genetics and competing strategies in a threshold model for mail processing

Goldingay, H. & van Mourik, J., 16 May 2008, Birmingham: Aston University, 34 p.

Research output: Working paperTechnical report

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GTM-based data visualisation with incomplete data

Sun, Y., Tino, P. & Nabney, I. T., 2001, (Unpublished) Birmingham, UK: Aston University, 9 p.

Research output: Working paperTechnical report

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Guidelines for the design of online-questionnaires

Lumsden, J., Sep 2005, National Reaserch Council Canada, 31 p. (Technical Report; no. NRC 48231).

Research output: Working paperTechnical report

Hierarchical GTM: Constructing localized non-linear projection manifolds in a principled way

Tino, P. & Nabney, I., 2000, (Unpublished) Aston University.

Research output: Working paperTechnical report

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Improved multi-beam neural network scatterometer forward models

Cornford, D., Nabney, I. T. & Ramage, G., 2000, Birmingham, UK: Aston University, 18 p.

Research output: Working paperTechnical report

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Isolationsmaterialbelastete Kühlmittelströmung im Kern – CFD-Modellentwicklung und Untersuchung von Korrosionsprozessen

Translated title of the contribution: Insulation Material Laden Coolant flows in Nuclear Reactors - CFD model development and investigation of corrosion processesKryk, H., Cartland-Glover, G., Grahn, A., Hoffmann, W. & Lecrivain, G., 2012, 306 p.

Research output: Working paperTechnical report

Mixture density network training by computation in parameter space

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

Research output: Working paperTechnical report

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Modelling wind direction from satellite scatterometer data

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

Research output: Working paperTechnical report

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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: Working paperTechnical report

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NEUROSAT: an overview

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

Research output: Working paperTechnical report

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Nonlinearity in all-night sleep EEG recorded with foramen ovale electrodes in a patient with temporal lobe epilepsy

Olbrich, E., Shen, Y., Fukao, K., Meier, P. F. & Wieser, H. G., 4 Nov 2009, (Unpublished) Birmingham: Aston University, 17 p.

Research output: Working paperTechnical report

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Non-zero mean Gaussian process prior wind field models

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

Research output: Working paperTechnical report

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Random field models and priors on wind

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

Research output: Working paperTechnical report

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Regularised mixture density networks for modelling wind direction

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

Research output: Working paperTechnical report

Semi-supervised learning of hierarchical latent trait models for data visualisation

Sun, Y., Tino, P., Kaban, A. & Nabney, I. T., 2002, Birmingham, UK: Aston University, 27 p.

Research output: Working paperTechnical report

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Splines and vector splines

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

Research output: Working paperTechnical report

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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: Working paperTechnical report

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Surface wind fields (on Earth)

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

Research output: Working paperTechnical report

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The handbook of engineering self-aware and self-expressive systems

Chen, T., Faniyi, F., Bahsoon, R., R. Lewis, P., Yao, X., Minku, L. L. & Esterle, L., 5 Sep 2014, 81 p.

Research output: Working paperTechnical report

Open Access
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Time Complexity and Convergence Analysis of Domain Theoretic Picard Method (Extended Abstract)

Farjudian, M. A. & Konecny, M., 23 Apr 2008.

Research output: Working paperTechnical report

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Variational Markov Chain Monte Carlo for Bayesian smoothing of non-linear niffusions

Shen, Y., Cornford, D., Opper, M. & Archambeau, C., 19 Jan 2010, (Unpublished) Birmingham (UK): Aston University, 25 p. (Technical Report; vol. 8106).

Research output: Working paperTechnical report

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