Trevor C. Bailey

Publication Activity (10 Years)

Years Active: 2004-2018
Publications (10 Years): 1

Top Topics

Bayesian Inference

Posterior Distribution

Modeling Framework

Fully Automatic

Top Venues

Publications

Peter E. Land, Trevor C. Bailey, Malcolm Taberner, Silvia Pardo, Shubha Sathyendranath, Kayvan Nejabati Zenouz, Vicki Brammall, Jamie D. Shutler, Graham Quartly
A Statistical Modeling Framework for Characterising Uncertainty in Large Datasets: Application to Ocean Colour. Remote. Sens. 10 (5) (2018)
Theodoros Economou, Trevor C. Bailey, Zoran Kapelan
MCMC implementation for Bayesian hidden semi-Markov models with illustrative applications. Stat. Comput. 24 (5) (2014)
Rachel Lowe, Trevor C. Bailey, David B. Stephenson, Richard J. Graham, Caio A. S. Coelho, Marilia Sá Carvalho, Christovam Barcellos
Spatio-temporal modelling of climate-sensitive disease risk: Towards an early warning system for dengue in Brazil. Comput. Geosci. 37 (3) (2011)
Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez
A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems CoRR (2010)
Trevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Derek Partridge, Vitaly Schetinin
Representing classifier confidence in the safety critical domain: an illustration from mortality prediction in trauma cases. Neural Comput. Appl. 16 (1) (2007)
Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Timothy J. Coats, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez
Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications. IEEE Trans. Inf. Technol. Biomed. 11 (3) (2007)
Derek Partridge, Trevor C. Bailey, Richard M. Everson, Jonathan E. Fieldsend, Adolfo Hernandez, Wojtek J. Krzanowski, Vitaly Schetinin
Classification with Confidence for Critical Systems. SSS (2006)
Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Wojtek J. Krzanowski, Derek Partridge, Vitaly Schetinin, Adolfo Hernandez
Optimising Data-Driven Safety Related Systems. SSS (2006)
Wojtek J. Krzanowski, Trevor C. Bailey, Derek Partridge, Jonathan E. Fieldsend, Richard M. Everson, Vitaly Schetinin
Confidence in Classification: A Bayesian Approach. J. Classif. 23 (2) (2006)
Derek Partridge, Vitaly Schetinin, Dayou Li, Timothy J. Coats, Jonathan E. Fieldsend, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey
Interpretability of Bayesian Decision Trees Induced from Trauma Data. ICAISC (2006)
Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez
Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique. J. Math. Model. Algorithms 5 (4) (2006)
Heather L. Turner, Trevor C. Bailey, Wojtek J. Krzanowski, Cheryl A. Hemingway
Biclustering Models for Structured Microarray Data. IEEE ACM Trans. Comput. Biol. Bioinform. 2 (4) (2005)
Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez
Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data CoRR (2005)
Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez
Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique CoRR (2005)
Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernandez
Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles CoRR (2005)
Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Trevor C. Bailey, Adolfo Hernandez
The Bayesian Decision Tree Technique with a Sweeping Strategy CoRR (2005)
Heather L. Turner, Trevor C. Bailey, Wojtek J. Krzanowski
Improved biclustering of microarray data demonstrated through systematic performance tests. Comput. Stat. Data Anal. 48 (2) (2005)
Julie Badcock, Trevor C. Bailey, Philip Jonathan, Wojtek J. Krzanowski
Two Projection Methods for Use in the Analysis of Multivariate Process Data With an Illustration in Petrochemical Production. Technometrics 46 (4) (2004)
Vitaly Schetinin, Derek Partridge, Wojtek J. Krzanowski, Richard M. Everson, Jonathan E. Fieldsend, Trevor C. Bailey, Adolfo Hernandez
Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles. IDEAL (2004)