Browse by Aston Author

2015

Bell, Simon; Cornford, Dan and Bastin, Lucy (2015). How good are citizen weather stations? Addressing a biased opinion. Weather, 70 (3), pp. 75-84.

Vrettas, Michail D.; Opper, Manfred and Cornford, Dan (2015). Variational mean-field algorithm for efficient inference in large systems of stochastic differential equations. Physical Review E, 91 (1),

2013

Bell, Simon; Cornford, Dan and Bastin, Lucy (2013). The state of automated amateur weather observations. Weather, 68 (2), pp. 36-41.

2012

Yang, Kevin; Blower, Jon; Bastin, Lucy; Lush, Victoria; Zabala, Alaitz; Masó, Joan; Cornford, Dan; Díaz, Paula and Lumsden, Jo (2012). An integrated view of data quality in earth observation. Philosophical Transactions A, 371 (1983),

Gupta, Tushar; Jones, Richard; Bastin, Lucy and Cornford, Dan (2012). Integrating OpenMI and Uncertweb:managing uncertainty in OpenMI models. IN: International Environmental Modelling and Software Society (iEMSs) 2012 International Congress on Environmental Modelling and Software. Managing Resources of a Limited Planet: Pathways and Visions under Uncertainty, sixth biennial meeting, Leipzig, German. Seppelt, Ralf; Voinov, Alexey A.; Lange, Susanne and Bankamp, Dagmar (eds) Manno (CH): International Environmental Modelling and Software Society.

Jones, Richard; Cornford, Dan and Bastin, Lucy (2012). UncertWeb processing service:making models easer to access on the web. Transactions in GIS, 16 (6), pp. 921-939.

2011

Wilkinson, Richard D.; Vrettas, Michail; Cornford, Dan and Oakley, Jeremy E. (2011). Quantifying simulator discrepancy in discrete-time dynamical simulators. Journal of Agricultural, Biological, and Environmental Statistics, 16 (4), pp. 554-570.

Williams, Matthew; Cornford, Dan; Bastin, Lucy; Jones, Richard and Parker, Stephen (2011). Automatic processing, quality assurance and serving of real-time weather data. Computers and Geosciences, 37 (3), pp. 353-362.

Pebesma, Edzer; Cornford, Dan; Dubois, Gregoire; Heuvelink, Gerard B.M.; Hristopoulos, Dionisis; Pilz, Jürgen; Stöhlker, Ulrich; Gary, Morin and Skøien, Jon O. (2011). INTAMAP: the design and implementation of an interoperable automated interpolation web service. Computers and Geosciences, 37 (3), pp. 343-352.

Dubois, Grégoire; Cornford, Dan; Hristopulos, Dionisis; Pebesma, Edzer and Pilz, Jürgen (2011). Introduction to this special issue on geoinformatics for environmental surveillance. Computers and Geosciences, 37 (3), pp. 277-279.

Barillec, Remi; Ingram, Ben; Cornford, Dan and Csató, Lehel (2011). Projected sequential Gaussian processes:a C++ tool for interpolation of large datasets with heterogeneous noise. Computers and Geosciences, 37 (3), pp. 295-309.

2010

Ingram, Benjamin R.; Cornford, Dan and Csató, Lehel (2010). Robust automatic mapping algorithms in a network monitoring scenario. IN: geoENV VII – Geostatistics for Environmental Applications: proceedings of the seventh European Conference on Geostatistics for Environmental Applications. Springer.

Vrettas, Michail D.; Cornford, Dan; Opper, Manfred and Shen, Yuan (2010). A new variational radial basis function approximation for inference in multivariate diffusions. Neurocomputing, 73 (7-9), pp. 1186-1198.

2009

Boukouvalas, Alexis; Cornford, Dan and Stehlik, Milan (2009). Approximately optimal experimental design for heteroscedastic Gaussian process models. Technical Report. Aston University, Birmingham. (Unpublished)

Barillec, Remi and Cornford, Dan (2009). Data assimilation for precipitation nowcasting using Bayesian inference. Advances in Water Resources, 32 (7), pp. 1050-1065.

de Jesus, Jorge; Barillec, Remi; Dubois, Gregoire and Cornford, Dan (2009). A web processing service for validating interpolation. IN: StatGIS 2009. 2009-06-16 - 2009-06-18.

Pebesma, Edzer; Dubois, Gregoire and Cornford, Dan (2009). Automated mapping of environmental variables from a SEIS or SISE perspective. IN: Towards Environment (Challenges of SEIS and SISE: Integrating Environmental Knowledge in Europe). 2009-03-25 - 2009-03-27.

Pebesma, Edzer; Cornford, Dan; Dubois, Gregoire; Heuvelink, Gerard; Hristopoulos, Dionisis; Juergen, Pilz; Ulrich, Stoehlker and Jon, Skoien (2009). INTAMAP: an interoperable automated interpolation web service. IN: StatGIS 2009. 2009-06-16 - 2009-06-18.

2008

Williams, Matthew; Cornford, Dan; Bastin, Lucy and Ingram, Ben (2008). Describing and communicating uncertainty within the semantic web. IN: Proceedings of the Fourth International Workshop on Uncertainty Reasoning for the Semantic Web. Bobillo, Fernando; da Costa, Paulo C.G. and et al, (eds) CEUR Workshop Proceedings . CEUR-WS.org.

Schroeder, Martin; Nabney, Ian T. and Cornford, Dan (2008). Block GTM: Incorporating prior knowledge of covariance structure in data visualisation. Technical Report. Aston University, Birmingham.

Schroeder, Martin; Cornford, Dan; Farrimond, Paul and Cornford, Chris (2008). Addressing missing data in geochemistry: a non-linear approach. Organic Geochemistry, 39 (8), pp. 1162-1169.

Ingram, Benjamin R.; Cornford, Dan and Evans, David J. (2008). Fast algorithms for automatic mapping with space-limited covariance functions. Stochastic environmental research and risk assessment, 22 (5), pp. 661-670.

D'Alimonte, Davide and Cornford, Dan (2008). Outlier detection with partial information:Application to emergency mapping. Stochastic environmental research and risk assessment, 22 (5), pp. 613-620.

Williams, Matthew; Cornford, Dan; Bastin, Lucy and Ingram, Benjamin R. (2008). UncertML: an XML schema for exchanging uncertainty. IN: Proceedings of the GIS Research UK 16th Annual Conference GISRUK 2008. Manchester Metropolitan University.

Ingram, Benjamin R. and Cornford, Dan (2008). Parallel geostatistics for sparse and dense datasets. IN: geoENV VII – Geostatistics for Environmental Applications. Springer.

Ingram, Benjamin R.; Cornford, Dan and Csató, Lehel (2008). A projected process kriging algorithm for sensor networks with heterogeneous error characteristics. IN: 8th International Geostatistics Congress. 2008-12-01 - 2008-12-05. (Unpublished)

2006

Jones, Anthony and Cornford, Dan (2006). Advanced data driven visualisation for geo-spatial data. IN: Computational science – ICCS 2006. Alexandrov, Vassil N.; Dick van Albada, Geert and et al, (eds) Lecture Notes in Computer Science . Berlin (DE): Springer.

Jones, Anthony and Cornford, Dan (2006). Advanced data driven visualisation for geo-spatial data. IN: International Conference on Computer Systems. Reading (UK), 2007-05-28 - 2007-05-31. (Unpublished)

2004

Cornford, Dan (2004). A Bayesian state space modelling approach to probabilistic quantitative precipitation forecasting. Journal of Hydrology, 288 (1-2), pp. 92-104.

2003

Bullen, Robert; Cornford, Dan and Nabney, Ian T. (2003). Outlier detection in scatterometer data:Neural network approaches. Neural Networks, 16 (3-4), pp. 419-426.

2001

Csató, Lehel; Cornford, Dan and Opper, Manfred (2001). Online approximations for wind-field models. IN: Artificial Neural Networks — ICANN 2001. Lecture Notes in Computer Science, 2130 . Springer.

2000

Evans, David J.; Cornford, Dan and Nabney, Ian T. (2000). Structured neural network modelling of multi-valued functions for wind retrieval from scatterometer measurements. Neurocomputing, 30 (1-4), pp. 23-30.

1999

Cornford, Dan; Nabney, Ian T. and Bishop, Christopher M. (1999). Neural network-based wind vector retrieval from satellite scatterometer data. Neural Computing and Applications, 8 (3), pp. 206-217.

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.

Cornford, Dan; Nabney, Ian T. and Evans, David J. (1999). Bayesian retrieval of scatterometer wind fields. Technical Report. Aston University, Birmingham. (Unpublished)

1998

Cornford, Dan; Nabney, Ian T.; Williams, Christopher K. I.; Kearns, Michael S.; Solla, Sara A. and Cohn, David A. (1998). Adding constrained discontinuities to Gaussian process models of wind fields. Technical Report. Aston University, Birmingham.

Evans, David J.; Cornford, Dan and Nabney, Ian T. (1998). Structured neural network modelling of multi-valued functions for wind retrieval from scatterometer measurements. Technical Report. Aston University, Birmingham.

Cornford, Dan; Ramage, Guillaume and Nabney, Ian T. (1998). A scatterometer neural network sensor model with input noise. Technical Report. Aston University, Birmingham.

Cornford, Dan (1998). Flexible Gaussian process wind field models. Technical Report. Aston University, Birmingham.

Cornford, Dan (1998). Non-zero mean Gaussian process prior wind field models. Technical Report. Aston University, Birmingham.

1997

Cornford, Dan (1997). Splines and vector splines. Technical Report. Aston University, Aston Triangle, BIRMINGHAM, UK.