492 citations
- Drexel UniversityUS4 papers
- Pennsylvania State UniversityUS4 papers
- Université Bourgogne Franche-ComtéFR4 papers
- University of ArizonaUS4 papers
- Fermi National Accelerator LaboratoryUS3 papers
- Friedrich Schiller University JenaDE3 papers
- Imperial College LondonGB3 papers
- Institute of AstronomyRU3 papers
- Max Planck Institute for AstronomyDE3 papers
- Princeton UniversityUS3 papers
- Space Telescope Science InstituteUS3 papers
- University of California, DavisUS3 papers
4 papers · 1 filter
Swarm-Based Spatial Sorting
Martyn Amos, Oliver Don
Purpose: To present an algorithm for spatially sorting objects into an annular structure. Design/Methodology/Approach: A swarm-based model that requires only stochastic agent behav…
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…
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…
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…