2k citations
- Centre National de la Recherche ScientifiqueFR24 papers
- University of St AndrewsGB24 papers
- University of CambridgeGB17 papers
- Institut de Planétologie et d'Astrophysique de GrenobleFR13 papers
- Institute of AstronomyRU13 papers
- California Institute of TechnologyUS12 papers
- Institut d'Astrophysique de ParisFR12 papers
- European Southern ObservatoryCL11 papers
- Laboratoire d’Astrophysique de MarseilleFR11 papers
- University of California, BerkeleyUS11 papers
- University of HertfordshireGB10 papers
- Instituto de Astrofísica de CanariasES9 papers
Showing 2005 · cs.AIShow all
3 papers · 2 filters
cs.AI2005
Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique
Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge +4
Multiple Classifier Systems (MCSs) allow evaluation of the uncertainty of classification outcomes that is of crucial importance for safety critical applications. The uncertainty of…
cs.AI2005
Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data
Vitaly Schetinin, Jonathan E. Fieldsend, Derek Partridge +4
Bayesian averaging over classification models allows the uncertainty of classification outcomes to be evaluated, which is of crucial importance for making reliable decisions in app…
cs.AI2005
Learning Polynomial Networks for Classification of Clinical Electroencephalograms
Vitaly Schetinin, Joachim Schult
We describe a polynomial network technique developed for learning to classify clinical electroencephalograms (EEGs) presented by noisy features. Using an evolutionary strategy impl…