1k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- King Abdulaziz UniversitySA3 papers
- University of SalfordGB3 papers
- University of SheffieldGB3 papers
- COMSATS University IslamabadPK2 papers
- GESIS - Leibniz Institute for the Social SciencesDE2 papers
- Institut de Recherche en Informatique de ToulouseFR2 papers
- University of WolverhamptonGB2 papers
- Aix-Marseille UniversitéFR1 paper
- Arri (Germany)DE1 paper
- Astronomical Observatory of CapodimonteIT1 paper
- Astronomical Observatory of RomeIT1 paper
- Astrophysique, Instrumentation et ModélisationFR1 paper
4 papers · 1 filter
A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems
Vitaly Schetinin, Jonathan Fieldsend, Derek Partridge +4
Uncertainty of decisions in safety-critical engineering applications can be estimated on the basis of the Bayesian Markov Chain Monte Carlo (MCMC) technique of averaging over decis…
Feature Importance in Bayesian Assessment of Newborn Brain Maturity from EEG
L. Jakaite, V. Schetinin, C. Maple
The methodology of Bayesian Model Averaging (BMA) is applied for assessment of newborn brain maturity from sleep EEG. In theory this methodology provides the most accurate assessme…
An Evolutionary-Based Approach to Learning Multiple Decision Models from Underrepresented Data
Vitaly Schetinin, Dayou Li, Carsten Maple
The use of multiple Decision Models (DMs) enables to enhance the accuracy in decisions and at the same time allows users to evaluate the confidence in decision making. In this pape…
Comparing Robustness of Pairwise and Multiclass Neural-Network Systems for Face Recognition
J. Uglov, V. Schetinin, C. Maple
Noise, corruptions and variations in face images can seriously hurt the performance of face recognition systems. To make such systems robust, multiclass neuralnetwork classifiers c…