Dr Gareth Janacek
| Job Title | Contact | Location |
|---|---|---|
| Visiting Fellow | G dot Janacek at uea dot ac dot uk | Sciences 3.04 |
Biography
He is a Fellow of the Royal Statistical Society and a Chartered Statistician.
Career
Academic Background
Website
Key Research Interests
Gareth Janacek is part of the Knowledge Discovery and Data Mining Group
Gareth is a member of the Modeling and Algorithms Group [MAG] within the School of Computing Sciences at UEA and his main interests are:
The Analysis of time series:
He has had a long running interest in time series analysis, current interests include;
- The clustering of time series, in particular using clipped series.
- Spatial time series models, in particular for modeling the Madden Julian effect.
- The analysis of extremes of UK temperature and rainfall time series.
Statistical Quality Control:
After spending much time as a guest of the Manufacturing Engineering Department at Warwick he got interested in problems in quality control, in particular SPC.
Statistical Modeling:
He has always had a passion for statistical modelling in almost all areas and is evangelical about the use of R for this purpose.
Selected Publications
Cawley, G. C., Janacek, G. J., Heylock, M.R., and S. R. Dorling, Predictive uncertainty in environmental modelling,. Neural Networks, Volume 20, Issue 4, Page(s) 537-549, 2007.
Love B. S., Matthews A.J., Janacek G. J., Real-time extraction of the Madden-Julian Oscillation using empirical mode decomposition and statistical forecasting with a VARMA model. Journal of Climate, 21, (in press). 2008.
Bagnall, A. J. and Janacek, G. J., Clustering time series with clipped data. Machine Learning, Volume 58, Numbers 2-3, Page(s) 151-178, 2005.
Research Group Members
Modelling the Madden Julian Effect
NERC/EPSRC Studentship
Project Members - Gareth Janacek and Adrian Matthews
Past Research Projects and Grants
Project Title
Novel data modelling with applications in insurance (CASE Studentship: Mr M Burgess)
Funding Body
Norwich Union Insurance Co Ltd
Project Members
Gareth Janacek
Project Title
Identifying & assessing mental health needs and/or risk to public order among a range of social, healthcare and criminal justice populations
Funding Body
NHS Executive - Eastern Region
Project Members
Gareth Janacek, Jan Keene


