Vitaly Schetinin
Orcid: 0000-0003-1826-0153
According to our database1,
Vitaly Schetinin
authored at least 57 papers
between 2003 and 2023.
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Bibliography
2023
Adaptive Bayesian learning for making risk-aware decisions: A case of trauma survival prediction.
Artif. Intell. Medicine, September, 2023
The Batch Primary Components Transformer and Auto-Plasticity Learning Linear Units Architecture: Synthetic Image Generation Case.
Proceedings of the Tenth International Conference on Social Networks Analysis, 2023
2022
Hum. Centric Intell. Syst., June, 2022
2021
Proceedings of the Intelligent Systems and Applications, 2021
2020
Deep Learning for Biometric Face Recognition: Experimental Study on Benchmark Data Sets.
Proceedings of the Deep Biometrics, 2020
2018
Feature Extraction with GMDH-Type Neural Networks for EEG-Based Person Identification.
Int. J. Neural Syst., 2018
Bayesian averaging over decision tree models: An application for estimating uncertainty in trauma severity scoring.
Int. J. Medical Informatics, 2018
Bayesian learning of models for estimating uncertainty in alert systems: Application to air traffic conflict avoidance.
Integr. Comput. Aided Eng., 2018
Artif. Intell. Medicine, 2018
2016
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016
2015
Bayesian Predictive Modelling: Application to Aircraft Short-Term Conflict Alert System.
Proceedings of the Twelfth UAI Bayesian Modeling Applications Workshop (BMAW 2015) co-located with the 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015), 2015
2014
Computer-Aided Segmentation and Estimation of Indices in Brain CT Scans.
Proceedings of the Medical Image Understanding and Analysis, 2014
2013
Expert Syst. Appl., 2013
Bayesian Decision Trees for predicting survival of patients: A study on the US National Trauma Data Bank.
Comput. Methods Programs Biomed., 2013
2012
Expert Syst. Appl., 2012
Bayesian Assessment of Newborn Brain Maturity from Two-Channel Sleep Electroencephalograms.
Comput. Math. Methods Medicine, 2012
2011
Informativeness of sleep cycle features in Bayesian assessment of newborn electroencephalographic maturation.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011
Feature extraction from electroencephalograms for Bayesian assessment of newborn brain maturity.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011
2010
A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems
CoRR, 2010
CoRR, 2010
2008
Comparing Robustness of Pairwise and Multiclass Neural-Network Systems for Face Recognition.
EURASIP J. Adv. Signal Process., 2008
An Evolutionary-Based Approach to Learning Multiple Decision Models from Underrepresented Data.
Proceedings of the Fourth International Conference on Natural Computation, 2008
2007
Advanced Feature Recognition and Classification Using Artificial Intelligence Paradigms.
Proceedings of the Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images., 2007
Estimating Classification Uncertainty of Bayesian Decision TreeTechnique on Financial Data.
Proceedings of the Perception-based Data Mining and Decision Making in Economics and Finance, 2007
Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications.
IEEE Trans. Inf. Technol. Biomed., 2007
Representing classifier confidence in the safety critical domain: an illustration from mortality prediction in trauma cases.
Neural Comput. Appl., 2007
Comparing Robustness of Pairwise and Multiclass Neural-Network Systems for Face Recognition
CoRR, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
2006
A Bayesian Methodology for Estimating Uncertainty of Decisions in Safety-Critical Systems.
Proceedings of the Integrated Intelligent Systems for Engineering Design, 2006
Soft Comput., 2006
Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique.
J. Math. Model. Algorithms, 2006
Proceedings of the Developments in Risk-based Approaches to Safety, 2006
Proceedings of the Developments in Risk-based Approaches to Safety, 2006
Bayesian Decision Tree Averaging for the Probabilistic Interpretation of Solar Flare Occurrences.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the Artificial Intelligence and Soft Computing, 2006
Using A Bayesian Averaging Model for Estimating the Reliability of Decisions in Multimodal Biometrics.
Proceedings of the The First International Conference on Availability, 2006
2005
Theory Biosci., 2005
An Evolving Cascade Neural Network Technique for Cleaning Sleep Electroencephalograms
CoRR, 2005
Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data
CoRR, 2005
CoRR, 2005
2004
The combined technique for detection of artifacts in clinical electroencephalograms of sleeping newborns.
IEEE Trans. Inf. Technol. Biomed., 2004
Experimental Comparison of Classification Uncertainty for Randomised and Bayesian Decision Tree Ensembles.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
2003
Neural Process. Lett., 2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003