School of Computer Science and Digital Engineering

Research output

Research output per year 1977 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2023

• 3311 Article
• 2657 Conference publication
• 188 Chapter
• 134 Unpublished Conference Paper
• 617 More
  • 100 Chapter (peer-reviewed)
  • 98 Conference article
  • 51 Abstract
  • 41 Editorial
  • 40 Letter, comment or opinion
  • 40 Technical report
  • 39 Other chapter contribution
  • 29 Review article
  • 24 Other
  • 20 Special issue
  • 17 Poster
  • 14 Working paper
  • 12 Book
  • 10 Edited Book
  • 10 Commissioned report
  • 9 Patent
  • 8 Preprint
  • 7 Scholarly edition
  • 6 Foreword/postscript
  • 6 Correction
  • 5 Entry for encyclopedia/dictionary
  • 5 Conference abstract
  • 5 Doctoral Thesis
  • 4 Other report
  • 4 Other contribution
  • 4 Project report
  • 3 Book/Film/Article review
  • 3 Software
  • 2 Manual
  • 1 Master's Thesis

Research output per year

Research output per year

Search results

• 2022

  cyberaCTIve: a STIX-based Tool for Cyber Threat Intelligence in Complex Models

  M. Czekster, R., Metere, R. & Morisset, C., 7 Apr 2022, p. 1-11, 11 p.

  Research output: Preprint or Working paper › Technical report

  Open Access

  File

  • smart grid 100%
  • project 70%
  • modeling 27%
• 2020

  Examining Two-stage Group Testing

  Li, B. & Saad, D., 9 Jun 2020, (Unpublished) 8 p.

  Research output: Preprint or Working paper › Technical report

  File

  • Group Testing 100%
  • False Positive 49%
  • Testing 39%
  • False 37%
• 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 Sept 2014, 81 p.

  Research output: Preprint or Working paper › Technical report

  Open Access

  File
• 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: Preprint or Working paper › Technical report

  • Howard Barker 100%
  • Corrosion 67%
  • Containment 11%
  • Hermann Von Helmholtz 6%
  • Dresden 6%
• 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: Preprint or Working paper › Technical report

  • Howard Barker 100%
  • Wood 54%
  • Testing 39%
• 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: Preprint or Working paper › Technical report

  File

  • Markov chains 100%
  • Sampling 35%
  • Computational efficiency 12%
  • Set theory 8%
• 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: Preprint or Working paper › Technical report

  File

  • Design of experiments 100%
  • Simulators 78%
  • Uncertainty 67%

• Emulation of dynamic computer models with multivariate output

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

  Research output: Preprint or Working paper › Technical report

  File

  • Dynamic models 100%
  • Simulators 45%

• 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: Preprint or Working paper › Technical report

  File

  • Foramen Ovale 100%
  • Temporal Lobe Epilepsy 80%
  • Electrodes 59%
  • Electroencephalography 58%
  • Sleep 53%
• 2008

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

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

  Research output: Preprint or Working paper › Technical report

  File

  • Data visualization 100%
  • Principal component analysis 41%
  • Statistical Models 39%

• Derivations of variational gaussian process approximation framework

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

  Research output: Preprint or Working paper › Technical 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: Preprint or Working paper › Technical report

  File

  • Genetics 100%
  • Population Density 45%
  • Personnel 14%
  • Genetic algorithms 13%

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

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

  Research output: Preprint or Working paper › Technical report

  File
• 2007

  Data visualisation with missing data: A non-linear approach

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

  Research output: Preprint or Working paper › Technical report

  File

  • Data visualization 100%
  • Principal component analysis 41%
  • Statistical Models 39%

• Dimensionality reduction in complex models

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

  Research output: Preprint or Working paper › Technical report

  File

  • Dimensionality reduction 100%
  • Screening 57%
  • Toys 38%
  • Feedback 19%
  • Uncertainty 19%
• 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: Preprint or Working paper › Technical report

  File

  • Entropy 100%
  • System theory 33%
  • Dynamical systems 24%
  • Costs 11%
• 2005

  EM algorithm for GTM-FS

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

  Research output: Preprint or Working paper › Technical report

  File

  • Data visualization 100%
  • Feature extraction 67%
  • Computer simulation 47%

• Guidelines for the design of online-questionnaires

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

  Research output: Preprint or Working paper › Technical report

  • questionnaire 100%
  • electronics 30%
  • new media 21%
  • functionality 21%
  • flexibility 17%
• 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: Preprint or Working paper › Technical report

  File

  • Uncertainty 100%
  • Control systems 98%
  • Neural networks 96%
  • Multivariable systems 67%
  • Gaussian distribution 60%
• 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: Preprint or Working paper › Technical report

  File

  • Semi-supervised learning 100%
  • Data visualization 93%
  • Toys 33%
• 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: Preprint or Working paper › Technical report

  File

  • Data visualization 100%
  • Toys 27%
• 2000

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

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

  Research output: Preprint or Working paper › Technical report

  • Visualization 100%
  • Statistical Models 47%
  • Toys 32%
  • Geometry 15%

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

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

  Research output: Preprint or Working paper › Technical report

  File

  • Visualization 100%
  • Statistical Models 47%
  • Toys 32%
  • Geometry 15%

• Improved multi-beam neural network scatterometer forward models

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

  Research output: Preprint or Working paper › Technical report

  File

  • Neural networks 100%
  • Sensors 10%
• 1999

  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

  • Neural networks 100%

• 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

  • Satellites 100%
  • Neural networks 78%
  • Multilayer neural networks 38%
  • Weather forecasting 27%
  • Set theory 11%

• 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

  • Weather satellites 100%
  • Radial basis function networks 74%
  • Satellites 48%
  • Experiments 22%
• 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

  • Sampling 100%

• 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

  • Neural networks 100%
  • Satellites 84%
  • Sensors 84%
  • Markov chains 53%
  • Radar 44%

• 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

  • Monte Carlo methods 100%
  • Markov chains 90%
  • Statistical Models 84%
  • Statistics 69%
  • Neural networks 56%

• 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

  • Hidden Markov models 100%
  • Time series 85%
  • Maximum likelihood estimation 37%
  • Drilling 28%
  • Oils 21%

• Flexible Gaussian process wind field models

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

  Research output: Preprint or Working paper › Technical report

  File

  • Bessel functions 100%
  • Maximum likelihood 66%
  • Derivatives 58%
  • Sampling 49%

• 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

  • Satellites 100%
  • Inverse problems 69%
  • Radar 52%
  • Neural networks 39%

• 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

  • Polynomials 100%

• 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

  • vorticity 100%
  • divergence 90%
  • ocean 59%

• 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

  • Neural networks 100%
  • Probability density function 80%
  • Statistical Models 74%
  • Satellites 63%
• 1997

  Splines and vector splines

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

  Research output: Preprint or Working paper › Technical report

  File

  • scatterometer 100%
  • wind field 86%
  • data assimilation 84%
  • smoothing 83%
  • vorticity 83%

• 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

  • surface wind 100%
  • wind field 99%
  • atmospheric feature 50%
  • document 49%
• 1995

  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

  • Remote sensing 100%
  • Radar 77%
  • Satellites 74%