Engineering & Applied Science

  • School of Engineering and Applied Science, Aston University

    B4 7ET Birmingham

    United Kingdom

Research Output 1977 2020

Filter
Technical report
1995

Modelling wind direction from satellite scatterometer data

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

Research output: Working paperTechnical report

File
Remote sensing
Radar
Satellites
1997

Splines and vector splines

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

Research output: Working paperTechnical report

File
scatterometer
smoothing
wind field
vorticity
data assimilation

Surface wind fields (on Earth)

Cornford, D., 23 Apr 1997, (Unpublished) Birmingham, UK: Aston University, 12 p.

Research output: Working paperTechnical report

File
wind field
surface wind
atmospheric feature
document
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: Working paperTechnical report

File
wind field
discontinuity
surface wind
spatial data
sampling

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

File
Neural networks
Sensors
Satellites
Markov processes
Radar

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

File
wind field
Markov chain
weather
prediction
method

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

File
Hidden Markov models
Time series
Maximum likelihood estimation
Drilling

Flexible Gaussian process wind field models

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

Research output: Working paperTechnical report

File
Bessel functions
Maximum likelihood
Sampling
Derivatives

Mixture density network training by computation in parameter space

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

Research output: Working paperTechnical report

File

NEUROSAT: an overview

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

Research output: Working paperTechnical report

File
Satellites
Inverse problems
Radar
Neural networks

Non-zero mean Gaussian process prior wind field models

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

Research output: Working paperTechnical report

File
Polynomials

Random field models and priors on wind

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

Research output: Working paperTechnical report

File
vorticity
divergence
ocean

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

File
scatterometer
probability density function
modeling
method
1999

Bayesian retrieval of scatterometer wind fields

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

Research output: Working paperTechnical report

scatterometer
wind field
backscatter
heuristics
data assimilation

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

File
scatterometer
wind direction
ocean
wind velocity
weather forecasting

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

wind direction
satellite data
weather
modeling
experiment
2000

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

Visualization
Geometry
Statistical Models

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

File
Visualization
Geometry
Statistical Models

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

File
scatterometer
wind velocity
surface wind
backscatter
sea surface
2001

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

File
topographic mapping
visualization
method
2002

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

File
Data visualization
Supervised learning
Visualization
2003

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

File
Neural networks
Control systems
Multivariable systems
Gaussian distribution
Dynamic programming
2005

EM algorithm for GTM-FS

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

Research output: Working paperTechnical report

File
Data visualization
Feature extraction
Visualization

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

Internet
Costs
2006

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

File
entropy
regularity
retaining
dynamical systems
costs
2007

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

File
Data visualization
Visualization
Principal component analysis
Statistical Models

Dimensionality reduction in complex models

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

Research output: Working paperTechnical report

File
screening
projection
draft
research projects
suggestion
2008

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

File
Data visualization
Principal component analysis
Visualization
Statistical Models

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

File

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

File
Processing
Genetic algorithms
Personnel
Genetics

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

File
2009

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

File
Design of experiments
Simulators
Uncertainty
Optimal design

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

File
Dynamic models
Simulators

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

File
Foramen Ovale
Temporal Lobe Epilepsy
Electroencephalography
Sleep
Electrodes
2010

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

File
Markov processes
Sampling
Computational efficiency
2011

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

Mechanical Phenomena
2012

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

Nuclear Reactors
Corrosion
2014

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
File
Drawing (graphics)
2016

Efficient computation of decoherent quantum walks through eigenvalue perturbation

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

Research output: Working paperTechnical report

Open Access
File
state vectors
eigenvalues
perturbation
random walk
perturbation theory