Dan Cornford

发表

Automated Mapping of Environmental Variables from a SEIS or SISE Perspective

Edzer Pebesma, Grégoire Dubois, Dan Cornford, 2009 .

Automatic processing, quality assurance and serving of real-time weather data

Dan Cornford, Matthew Williams, Lucy Bastin, 2011, Comput. Geosci..

Expert elicitation of input and model uncertainties

Dan Cornford, Matthew Williams, Lucy Bastin, 2011 .

Online Approximations for Wind-Field Models

Dan Cornford, Manfred Opper, Lehel Csató, 2001, ICANN.

Uncertainty enabled Sensor Observation Services

Dan Cornford, Matthew Williams, Lucy Bastin, 2010 .

UncertWeb Processing Service: Making Models Easier to Access on the Web

Dan Cornford, Lucy Bastin, Richard Jones, 2012, Trans. GIS.

Variational Markov chain Monte Carlo for Bayesian smoothing of non-linear diffusions

Dan Cornford, Yuan Shen, Manfred Opper, 2012, Comput. Stat..

A scatterometer neural network sensor model with input noise

Dan Cornford, Ian T. Nabney, Guillaume Ramage, 2000, Neurocomputing.

Outlier detection in scatterometer data: neural network approaches

Dan Cornford, Ian T. Nabney, Robert J. Bullen, 2003, Neural Networks.

Quantifying Simulator Discrepancy in Discrete-Time Dynamical Simulators

Dan Cornford, Jeremy E. Oakley, Richard D. Wilkinson, 2011 .

Bayesian inference for wind field retrieval

Dan Cornford, Christopher K. I. Williams, Ian T. Nabney, 2000, Neurocomputing.

Handling and communicating uncertainty in chained geospatial web services

Dan Cornford, Matthew Williams, Lucy Bastin, 2010 .

Modeling geometric rules in object based models: an XML / GML approach

Dan Cornford, Trevor Reeves, Michal Konecny, 2006 .

A Bayesian state space modelling approach to probabilistic quantitative precipitation forecasting

Dan Cornford, D. Cornford, 2004 .

Data Assimilation with Sequential Gaussian Processes

Dan Cornford, Manfred Opper, Lehel Csató, 2002 .

Quantile Emulation for Non-Gaussian Stochastic Models

Dan Cornford, Remi Barillec, A. Boukouvalas, 2012 .

Remote Sensing Classification Uncertainty: Validating Probabilistic Pixel Level Classification

Dan Cornford, Lucy Bastin, Eva Sevillano, 2013 .

Uncertainty propagation in the Model Web: A case study with e-Habitat

Dan Cornford, Phuong N. Truong, Jon Olav Skøien, 2011 .

Data Visualisation and Exploration with Prior Knowledge

Dan Cornford, Ian T. Nabney, Martin Schroeder, 2009, EANN.

The Challenge of Real-Time Automatic Mapping for Environmental Monitoring Network Management

Edzer Pebesma, Grégoire Dubois, Dan Cornford, 2008 .

Robust Automatic Mapping Algorithms in a Network Monitoring Scenario

Dan Cornford, Lehel Csató, Benjamin R. Ingram, 2010 .

A variational radial basis function approximation for diffusion processes

Dan Cornford, Yuan Shen, Michail D. Vrettas, 2009, ESANN.

Parallel Geostatistics for Sparse and Dense Datasets

Dan Cornford, Benjamin R. Ingram, 2010 .

Learning Heteroscedastic Gaussian Processes for Complex Datasets

Dan Cornford, Alexis Boukouvalas, 2009 .

Variational Inference for Diffusion Processes

Dan Cornford, Yuan Shen, John Shawe-Taylor, 2007, NIPS.

A Conceptual Data Model for Disease Surveillance, Monitoring and Prediction in Nigeria

Dan Cornford, Lucy Bastin, Peter Adebayo Idowu, 2009, HEALTHINF.

Introduction to this special issue on geoinformatics for environmental surveillance

Jürgen Pilz, Grégoire Dubois, Dan Cornford, 2011, Comput. Geosci..

Gaussian Process Approximations of Stochastic Differential Equations

Dan Cornford, John Shawe-Taylor, Manfred Opper, 2007, Gaussian Processes in Practice.

Gaussian Process Quantile Regression using Expectation Propagation pdf

Dan Cornford, Alexis Boukouvalas, Remi Louis Barillec, 2012, ICML.

Data Driven Graphical Applications: A Fluid Approach

Dan Cornford, Anthony Jones, C. Mantle, 2007, TPCG.

Managing uncertainty in integrated environmental modelling: The UncertWeb framework

Dan Cornford, Christoph Stasch, Edzer J. Pebesma, 2013, Environ. Model. Softw..

Integrating OpenMI and Uncertweb: managing uncertainty in OpenMI models

Dan Cornford, Lucy Bastin, Tushar Gupta, 2012 .

Neural Network Modelling with Input Uncertainty: Theory and Application

Dan Cornford, Ian T. Nabney, Guillaume Ramage, 2000, J. VLSI Signal Process..

Emulation of dynamic computer models with multivariate output

Dan Cornford, Remi Barillec, Alexios Boukouvalas, 2009 .

INTAMAP: The design and implementation of an interoperable automated interpolation web service

Jürgen Pilz, Grégoire Dubois, Dan Cornford, 2011, Comput. Geosci..

Projected sequential Gaussian processes: A C++ tool for interpolation of large datasets with heterogeneous noise

Dan Cornford, Lehel Csató, Ben Ingram, 2011, Comput. Geosci..

Defining the Fluid Framework

Dan Cornford, Anthony Jones, 2007, 2007 IEEE International Conference on Information Reuse and Integration.

Block GTM: Incorporating Prior Knowledge of Covariance Structure in Data Visualisation

Dan Cornford, Ian T. Nabney, Martin Schroeder, 2008 .

Optimal design for correlated processes with input-dependent noise

Dan Cornford, Alexis Boukouvalas, Milan Stehlík, 2014, Comput. Stat. Data Anal..

Describing and Communicating Uncertainty within the Semantic Web

Dan Cornford, Matthew Williams, Lucy Bastin, 2008, URSW.

Adding Constrained Discontinuities to Gaussian Process Models of Wind Fields

Dan Cornford, Christopher K. I. Williams, Ian T. Nabney, 1998, NIPS.

Data visualisation with missing data: A non-linear approach

Dan Cornford, Martin Schroeder, 2007 .

Lessons Learned from INTAMAP, an Interoperable Web Service for the Real-Time Interpolation of Environmental Variables

Edzer Pebesma, Dan Cornford, Gregoire Dubois, 2009 .

Managing uncertainty in complex stochastic models: design and emulation of a Rabies model

Dan Cornford, Alexander Singer, Alexios Boukouvalas, 2009 .

Sensitivity Analysis in the Model Web

Dan Cornford, R. Jones, A. Boukouvalas, 2012 .

A web processing service for validating interpolation

Dan Cornford, Remi Barillec, Gregoire Dubois, 2009 .

INTAMAP: an interoperable automated interpolation web service

Edzer Pebesma, Grégoire Dubois, Dan Cornford, 2009 .

Managing Uncertainty in Complex Stochastic

Dan Cornford, Alexis Boukouvalas, Alexander Singer, 2009 .

Structured neural network modelling of multi-valued functions for wind vector retrieval from satellite scatterometer measurements

Dan Cornford, Ian T. Nabney, David J. Evans, 2000, Neurocomputing.

A Flexible, Extensible Object Oriented Real-time Near Photorealistic Visualization System: The System Framework Design

Dan Cornford, Anthony Jones, 2006 .

Neural Network-Based Wind Vector Retrieval from Satellite Scatterometer Data

Dan Cornford, Christopher M. Bishop, Ian T. Nabney, 1999, Neural Computing & Applications.

Uncertainty propagation in chained web based modeling services: the case of eHabitat

Grégoire Dubois, Dan Cornford, Gerard B. M. Heuvelink, 2011, EnviroInfo.

Supporting interoperable interpolation: the INTAMAP approach

Edzer Pebesma, Grégoire Dubois, Dan Cornford, 2007 .

Bayesian Precalibration of a Large Stochastic Microsimulation Model

Dan Cornford, Alexis Boukouvalas, Pete Sykes, 2014, IEEE Transactions on Intelligent Transportation Systems.

A new variational radial basis function approximation for inference in multivariate diffusions

Dan Cornford, Yuan Shen, Manfred Opper, 2010, Neurocomputing.

Advanced Data Driven Visualisation for Geo-spatial Data

Dan Cornford, Anthony Jones, 2006, International Conference on Computational Science.

A Comparison of Variational and Markov Chain Monte Carlo Methods for Inference in Partially Observed Stochastic Dynamic Systems

Dan Cornford, Yuan Shen, John Shawe-Taylor, 2007, J. Signal Process. Syst..

Tools for communicating and visualising uncertainties, Deliverable, 3.3

Edzer Pebesma, Dan Cornford, Christoph Stasch, 2012 .

Geographic Information Systems

Dan Cornford, D. Cornford, 2017, Encyclopedia of GIS.

UncertML: an XML schema for exchanging uncertainty

Dan Cornford, Matthew Williams, Lucy Bastin, 2008 .

A projected process kriging algorithm for sensor networks with heterogeneous error characteristics

Dan Cornford, Lehel Csató, Benjamin R. Ingram, 2008 .

UncertWeb: chaining web services accounting for uncertainty

Edzer Pebesma, Dan Cornford, Lucy Bastin, 2010 .

Exchanging Uncertainty: Interoperable Geostatistics?

Dan Cornford, Matthew Williams, Lucy Bastin, 2010 .

The state of automated amateur weather observations

Dan Cornford, Lucy Bastin, D. Cornford, 2013 .

Fast algorithms for automatic mapping with space-limited covariance functions

Dan Cornford, Benjamin R. Ingram, D. Cornford, 2008 .

Dicussion on the meeting on ‘Statistical approaches to inverse problems’

Simon J. Godsill, Dan Cornford, Eric Moulines, 2004 .

Approximately optimal experimental design for heteroscedastic Gaussian process models

Dan Cornford, Milan Stehlík, Alexios Boukouvalas, 2009 .

Variational mean-field algorithm for efficient inference in large systems of stochastic differential equations.

Dan Cornford, Manfred Opper, Michail D. Vrettas, 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

Health informatics deployment in Nigeria

Dan Cornford, Lucy Bastin, Peter Adebayo Idowu, 2008 .

Data assimilation for precipitation nowcasting using Bayesian inference

Dan Cornford, Remi Barillec, D. Cornford, 2009 .

Dimensionality reduction in complex models

Dan Cornford, Dharmesh M. Maniyar, Alexios Boukouvalas, 2007 .

Dimension Reduction for Multivariate Emulation

Dan Cornford, Alexis Boukouvalas, D. Cornford, 2008 .

Derivations of variational gaussian process approximation framework

Dan Cornford, Yuan Shen, Michail D. Vrettas, 2008 .

Optimum design of experiments for statistical inference : discussion

Kalliopi Mylona, Dan Cornford, Byran J. Smucker, 2012 .

Flexible Gaussian process wind field models

Dan Cornford, D. Cornford, 1998 .

Dimensionality Reduction in the Emulator Setting

Dan Cornford, Alexis Boukouvalas, Dharmesh M. Maniyar, 2007 .

Sequential, Bayesian Geostatistics: A Principled Method for Large Data Sets

Dan Cornford, Manfred Opper, Lehel Csató, 2005 .