Adding Constrained Discontinuities to Gaussian Process Models of Wind Fields. - Dan Cornford; Ian T. Nabney; Christopher K. I. Williams (NIPS, 1998)

Neural Network-Based Wind Vector Retrieval from Satellite Scatterometer Data. - Dan Cornford; Ian T. Nabney; Christopher M. Bishop (Neural Comput. Appl., 1999)

A scatterometer neural network sensor model with input noise. - Dan Cornford; Guillaume Ramage; Ian T. Nabney (Neurocomputing, 2000)

Structured neural network modelling of multi-valued functions for wind vector retrieval from satellite scatterometer measurements. - David J. Evans 002; Dan Cornford; Ian T. Nabney (Neurocomputing, 2000)

Bayesian inference for wind field retrieval. - Ian T. Nabney; Dan Cornford; Christopher K. I. Williams (Neurocomputing, 2000)

Neural Network Modelling with Input Uncertainty: Theory and Application. - W. A. Wright; Guillaume Ramage; Dan Cornford; Ian T. Nabney (J. VLSI Signal Process., 2000)

Online Approximations for Wind-Field Models. - Lehel Csató; Dan Cornford; Manfred Opper (ICANN, 2001)

Outlier detection in scatterometer data: neural network approaches. - Robert J. Bullen; Dan Cornford; Ian T. Nabney (Neural Networks, 2003)

Advanced Data Driven Visualisation for Geo-spatial Data. - Anthony Jones 002; Dan Cornford (International Conference on Computational Science (3), 2006)

Defining the Fluid Framework. - Anthony Jones 002; Dan Cornford (IRI, 2007)

Variational Inference for Diffusion Processes. - Cédric Archambeau; Manfred Opper; Yuan Shen 001; Dan Cornford; John Shawe-Taylor (NIPS, 2007)

Data Driven Graphical Applications: A Fluid Approach. - Anthony Jones 002; C. Mantle; Dan Cornford (TPCG, 2007)

Gaussian Process Approximations of Stochastic Differential Equations. - Cédric Archambeau; Dan Cornford; Manfred Opper; John Shawe-Taylor (Gaussian Processes in Practice, 2007)

Describing and Communicating Uncertainty within the Semantic Web. - Matthew Williams 002; Lucy Bastin; Dan Cornford; Ben Ingram (URSW, 2008)

A Conceptual Data Model for Disease Surveillance, Monitoring and Prediction in Nigeria. - Peter Adebayo Idowu; Dan Cornford; Lucy Bastin (HEALTHINF, 2009)

Data Visualisation and Exploration with Prior Knowledge. - Martin Schroeder 001; Dan Cornford; Ian T. Nabney (EANN, 2009)

A variational radial basis function approximation for diffusion processes. - Michail D. Vrettas; Dan Cornford; Yuan Shen 001 (ESANN, 2009)

The Uncertainty Enabled Model Web (UncertWeb). - Edzer J. Pebesma; Dan Cornford; Stefano Nativi; Christoph Stasch (ENVIP@EnviroInfo, 2010)

A new variational radial basis function approximation for inference in multivariate diffusions. - Michail D. Vrettas; Dan Cornford; Manfred Opper; Yuan Shen 001 (Neurocomputing, 2010)

A Comparison of Variational and Markov Chain Monte Carlo Methods for Inference in Partially Observed Stochastic Dynamic Systems. - Yuan Shen 001; Cédric Archambeau; Dan Cornford; Manfred Opper; John Shawe-Taylor; Remi Louis Barillec (J. Signal Process. Syst., 2010)

Uncertainty propagation in chained web based modeling services: the case of eHabitat. - Jon O. Skøien; Michael Schulz 004; Grégoire Dubois; Richard Jones 001; Gerard B. M. Heuvelink; Dan Cornford (EnviroInfo, 2011)

Projected sequential Gaussian processes: A C++ tool for interpolation of large datasets with heterogeneous noise. - Remi Louis Barillec; Ben Ingram; Dan Cornford; Lehel Csató (Comput. Geosci., 2011)

Introduction to this special issue on geoinformatics for environmental surveillance. - Grégoire Dubois; Dan Cornford; Dionissios T. Hristopulos; Edzer J. Pebesma; Jürgen Pilz (Comput. Geosci., 2011)

INTAMAP: The design and implementation of an interoperable automated interpolation web service. - Edzer J. Pebesma; Dan Cornford; Grégoire Dubois; Gerard B. M. Heuvelink; Dionissios T. Hristopulos; Jürgen Pilz; Ulrich Stöhlker; Gary Morin; Jon O. Skøien (Comput. Geosci., 2011)

Automatic processing, quality assurance and serving of real-time weather data. - Matthew Williams 002; Dan Cornford; Lucy Bastin; Richard Jones 001; Stephen Parker (Comput. Geosci., 2011)

Gaussian Process Quantile Regression using Expectation Propagation. - Alexis Boukouvalas; Remi Louis Barillec; Dan Cornford (ICML, 2012)

Variational Markov chain Monte Carlo for Bayesian smoothing of non-linear diffusions. - Yuan Shen 001; Dan Cornford; Manfred Opper; Cédric Archambeau (Comput. Stat., 2012)

UncertWeb Processing Service: Making Models Easier to Access on the Web. - Richard Jones 001; Dan Cornford; Lucy Bastin (Trans. GIS, 2012)

Managing uncertainty in integrated environmental modelling: The UncertWeb framework. - Lucy Bastin; Dan Cornford; Richard Jones 001; Gerard B. M. Heuvelink; Edzer J. Pebesma; Christoph Stasch; Stefano Nativi; Paolo Mazzetti; Matthew Williams 002 (Environ. Model. Softw., 2013)

Optimal design for correlated processes with input-dependent noise. - Alexis Boukouvalas; Dan Cornford; Milan Stehlík (Comput. Stat. Data Anal., 2014)

Bayesian Precalibration of a Large Stochastic Microsimulation Model. - Alexis Boukouvalas; Pete Sykes; Dan Cornford; Hugo Maruri-Aguilar (IEEE Trans. Intell. Transp. Syst., 2014)