Gavin J. Gibson

According to our database, Gavin J. Gibson authored at least 19 papers between 1990 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Bayesian inference for spatio-temporal stochastic transmission of plant disease in the presence of roguing: A case study to characterise the dispersal of Flavescence dorée.

Hola Adrakey, Gavin J. Gibson, Sandrine Eveillard, Sylvie Malembic-Maher, Frédéric Fabre

PLoS Comput. Biol., 2023

2019

Model diagnostics and refinement for phylodynamic models.

Max S. Y. Lau, Bryan T. Grenfell, Colin J. Worby, Gavin J. Gibson

PLoS Comput. Biol., 2019

2017

A mechanistic spatio-temporal framework for modelling individual-to-individual transmission - With an application to the 2014-2015 West Africa Ebola outbreak.

Max S. Y. Lau, Gavin J. Gibson, Hola Adrakey, Amanda McClelland, Steven Riley, Jon Zelner, George Streftaris, Sebastian Funk, C. Jessica E. Metcalf, Benjamin D. Dalziel, Bryan T. Grenfell

PLoS Comput. Biol., 2017

2015

A Systematic Bayesian Integration of Epidemiological and Genetic Data.

Max S. Y. Lau, Glenn Marion, George Streftaris, Gavin J. Gibson

PLoS Comput. Biol., 2015

2014

Bayesian Analysis for Inference of an Emerging Epidemic: Citrus Canker in Urban Landscapes.

Franco M. Neri, Alex R. Cook, Gavin J. Gibson, Tim R. Gottwald, Christopher A. Gilligan

PLoS Comput. Biol., 2014

2008

Multilayered 3D LiDAR Image Construction Using Spatial Models in a Bayesian Framework.

Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson

IEEE Trans. Pattern Anal. Mach. Intell., 2008

2007

Bayesian Analysis of Lidar Signals with Multiple Returns.

Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Spatial Modelling of Multi-layered LiDAR Images using Reversible Jump MCMC.

Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson

Proceedings of the British Machine Vision Conference 2007, 2007

2006

Bayesian estimation for percolation models of disease spread in plant populations.

Gavin J. Gibson, Wilfred Otten, João A. N. Filipe, Alex R. Cook, Glenn Marion, Christopher A. Gilligan

Stat. Comput., 2006

Creating Multi-layered 3D Images Using Reversible Jump MCMC Algorithms.

Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson

Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

2005

Markov Chain Monte Carlo Algorithms for 3D Ranging and Imaging.

Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

2003

Estimating likelihoods for spatio-temporal models using importance sampling.

Glenn Marion, Gavin J. Gibson, Eric Renshaw

Stat. Comput., 2003

2001

Likelihood estimation for stochastic compartmental models using Markov chain methods.

Gavin J. Gibson, Eric Renshaw

Stat. Comput., 2001

1998

Two algorithms for neural-network design and training with application to channel equalization.

Catherine Z. W. Hassell Sweatman, Bernard Mulgrew, Gavin J. Gibson

IEEE Trans. Neural Networks, 1998

Exact Classification with Two-layer Neural Nets in N Dimensions.

Catherine Z. W. Hassell Sweatman, Gavin J. Gibson, Bernard Mulgrew

Discret. Appl. Math., 1998

1996

Exact Classification with Two-Layer Neural Nets.

Gavin J. Gibson

J. Comput. Syst. Sci., 1996

1993

A combinatorial approach to understanding perceptron capabilities.

Gavin J. Gibson

IEEE Trans. Neural Networks, 1993

1991

The application of nonlinear structures to the reconstruction of binary signals.

Gavin J. Gibson, Sammy Siu, Colin F. N. Cowan

IEEE Trans. Signal Process., 1991

1990

On the decision regions of multilayer perceptrons.

Gavin J. Gibson, Colin F. N. Cowan

Proc. IEEE, 1990