Gavin J. Gibson

Publication Activity (10 Years)

Years Active: 1990-2023
Publications (10 Years): 3

Top Topics

Bayesian Analysis

Top Venues

PLoS Comput. Biol.

Publications

Hola Adrakey, Gavin J. Gibson, Sandrine Eveillard, Sylvie Malembic-Maher, Frédéric Fabre
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. 19 (9) (2023)
Max S. Y. Lau, Bryan T. Grenfell, Colin J. Worby, Gavin J. Gibson
Model diagnostics and refinement for phylodynamic models. PLoS Comput. Biol. 15 (4) (2019)
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
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. 13 (10) (2017)
Max S. Y. Lau, Glenn Marion, George Streftaris, Gavin J. Gibson
A Systematic Bayesian Integration of Epidemiological and Genetic Data. PLoS Comput. Biol. 11 (11) (2015)
Franco M. Neri, Alex R. Cook, Gavin J. Gibson, Tim R. Gottwald, Christopher A. Gilligan
Bayesian Analysis for Inference of an Emerging Epidemic: Citrus Canker in Urban Landscapes. PLoS Comput. Biol. 10 (4) (2014)
Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson
Multilayered 3D LiDAR Image Construction Using Spatial Models in a Bayesian Framework. IEEE Trans. Pattern Anal. Mach. Intell. 30 (6) (2008)
Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson
Bayesian Analysis of Lidar Signals with Multiple Returns. IEEE Trans. Pattern Anal. Mach. Intell. 29 (12) (2007)
Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson
Spatial Modelling of Multi-layered LiDAR Images using Reversible Jump MCMC. BMVC (2007)
Gavin J. Gibson, Wilfred Otten, João A. N. Filipe, Alex R. Cook, Glenn Marion, Christopher A. Gilligan
Bayesian estimation for percolation models of disease spread in plant populations. Stat. Comput. 16 (4) (2006)
Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson
Creating Multi-layered 3D Images Using Reversible Jump MCMC Algorithms. ISVC (2) (2006)
Sergio Hernandez-Marin, Andrew M. Wallace, Gavin J. Gibson
Markov Chain Monte Carlo Algorithms for 3D Ranging and Imaging. MVA (2005)
Glenn Marion, Gavin J. Gibson, Eric Renshaw
Estimating likelihoods for spatio-temporal models using importance sampling. Stat. Comput. 13 (2) (2003)
Gavin J. Gibson, Eric Renshaw
Likelihood estimation for stochastic compartmental models using Markov chain methods. Stat. Comput. 11 (4) (2001)
Catherine Z. W. Hassell Sweatman, Bernard Mulgrew, Gavin J. Gibson
Two algorithms for neural-network design and training with application to channel equalization. IEEE Trans. Neural Networks 9 (3) (1998)
Catherine Z. W. Hassell Sweatman, Gavin J. Gibson, Bernard Mulgrew
Exact Classification with Two-layer Neural Nets in N Dimensions. Discret. Appl. Math. 81 (1-3) (1998)
Gavin J. Gibson
Exact Classification with Two-Layer Neural Nets. J. Comput. Syst. Sci. 52 (2) (1996)
Gavin J. Gibson
A combinatorial approach to understanding perceptron capabilities. IEEE Trans. Neural Networks 4 (6) (1993)
Gavin J. Gibson, Sammy Siu, Colin F. N. Cowan
The application of nonlinear structures to the reconstruction of binary signals. IEEE Trans. Signal Process. 39 (8) (1991)
Gavin J. Gibson, Colin F. N. Cowan
On the decision regions of multilayer perceptrons. Proc. IEEE 78 (10) (1990)