Gavin J. Gibson

19 papers A 1Misc 1Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
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.
PLoS Comput. Biol.
Hola Adrakey, Gavin J. Gibson, Sandrine Eveillard, Sylvie Malembic-Maher, Frédéric Fabre
2019 J jnl
Model diagnostics and refinement for phylodynamic models.
PLoS Comput. Biol.
Max S. Y. Lau, Bryan T. Grenfell, Colin J. Worby, Gavin J. Gibson
2017 J jnl
A mechanistic spatio-temporal framework for modelling individual-to-individual transmission - With an application to the 2014-2015 West Africa Ebola outbreak.
PLoS Comput. Biol.
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
2015 J jnl
A Systematic Bayesian Integration of Epidemiological and Genetic Data.
PLoS Comput. Biol.
Max S. Y. Lau, Glenn Marion, George Streftaris, Gavin J. Gibson
2014 J jnl
Bayesian Analysis for Inference of an Emerging Epidemic: Citrus Canker in Urban Landscapes.
PLoS Comput. Biol.
Franco M. Neri, Alex R. Cook, Gavin J. Gibson, Tim R. Gottwald, Christopher A. Gilligan
2008 J jnl
Multilayered 3D LiDAR Image Construction Using Spatial Models in a Bayesian Framework.
IEEE Trans. Pattern Anal. Mach. Intell.
Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson
2007 J jnl
Bayesian Analysis of Lidar Signals with Multiple Returns.
IEEE Trans. Pattern Anal. Mach. Intell.
Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson
2007 A conf
Spatial Modelling of Multi-layered LiDAR Images using Reversible Jump MCMC.
BMVC
Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson
2006 J jnl
Bayesian estimation for percolation models of disease spread in plant populations.
Stat. Comput.
Gavin J. Gibson, Wilfred Otten, João A. N. Filipe, Alex R. Cook, Glenn Marion, Christopher A. Gilligan
2006 — conf
Creating Multi-layered 3D Images Using Reversible Jump MCMC Algorithms.
ISVC (2)
Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson
2005 Misc conf
Markov Chain Monte Carlo Algorithms for 3D Ranging and Imaging.
MVA
Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson
2003 J jnl
Estimating likelihoods for spatio-temporal models using importance sampling.
Stat. Comput.
Glenn Marion, Gavin J. Gibson, Eric Renshaw
2001 J jnl
Likelihood estimation for stochastic compartmental models using Markov chain methods.
Stat. Comput.
Gavin J. Gibson, Eric Renshaw
1998 J jnl
Exact Classification with Two-layer Neural Nets in N Dimensions.
Discret. Appl. Math.
Catherine Z. W. Hassell Sweatman, Gavin J. Gibson, Bernard Mulgrew
1998 J jnl
Two algorithms for neural-network design and training with application to channel equalization.
IEEE Trans. Neural Networks
Catherine Z. W. Hassell Sweatman, Bernard Mulgrew, Gavin J. Gibson
1996 J jnl
Exact Classification with Two-Layer Neural Nets.
J. Comput. Syst. Sci.
Gavin J. Gibson
1993 J jnl
A combinatorial approach to understanding perceptron capabilities.
IEEE Trans. Neural Networks
Gavin J. Gibson
1991 J jnl
The application of nonlinear structures to the reconstruction of binary signals.
IEEE Trans. Signal Process.
Gavin J. Gibson, Sammy Siu, Colin F. N. Cowan
1990 J jnl
On the decision regions of multilayer perceptrons.
Proc. IEEE
Gavin J. Gibson, Colin F. N. Cowan