Bogdan L. Kozyrskiy

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Classification Algorithm

Gaussian Process

Convolutional Neural Network

Top Venues

Publications

Egor I. Chetkin, Sergei L. Shishkin, Bogdan L. Kozyrskiy
Bayesian Opportunities for Brain-Computer Interfaces: Enhancement of the Existing Classification Algorithms and Out-of-Domain Detection. Algorithms 16 (9) (2023)
Bogdan L. Kozyrskiy, Dimitrios Milios, Maurizio Filippone
Imposing Functional Priors on Bayesian Neural Networks. ICPRAM (2023)
Bogdan L. Kozyrskiy, Dimitrios Milios, Maurizio Filippone
Variational Bootstrap for Classification. KES (2022)
Davit Gogolashvili, Bogdan L. Kozyrskiy, Maurizio Filippone
Locally Smoothed Gaussian Process Regression. CoRR (2022)
Davit Gogolashvili, Bogdan L. Kozyrskiy, Maurizio Filippone
Locally Smoothed Gaussian Process Regression. KES (2022)
Darisy G. Zhao, Anatoly N. Vasilyev, Bogdan L. Kozyrskiy, Andrey V. Isachenko, Eugeny V. Melnichuk, Boris M. Velichkovsky, Sergei L. Shishkin
An expectation-based EEG marker for the selection of moving objects with gaze. GBCIC (2019)
Bogdan L. Kozyrskiy, Anastasia O. Ovchinnikova, Alena D. Moskalenko, Boris M. Velichkovsky, Sergei L. Shishkin
Classification of the gaze fixations in the eye-brain-computer interface paradigm with a compact convolutional neural network. BICA (2018)
Bogdan L. Kozyrskiy, Anastasia O. Ovchinnikova, Sergei L. Shishkin
Estimating Similarity Between Individual EEG Datasets Using a Convolutional Neural Network. SMC (2018)
Yuri O. Nuzhdin, Sergei L. Shishkin, Anastasia A. Fedorova, Bogdan L. Kozyrskiy, Alexei A. Medyntsev, Evgeny P. Svirin, Olesya V. Korsun, Ignat A. Dubynin, Alexander G. Trofimov, Boris M. Velichkovsky
Passive Detection of feedback Expectation: towards Fluent Hybrid eye-brain-Computer Interfaces. GBCIC (2017)
Alexander G. Trofimov, Sergei L. Shishkin, Bogdan L. Kozyrskiy, Boris M. Velichkovsky
A Greedy Feature Selection Algorithm for Brain-Computer Interface Classification Committees. BICA (2017)
Yuri O. Nuzhdin, Sergei L. Shishkin, Anastasia A. Fedorova, Alexander G. Trofimov, Evgeny P. Svirin, Bogdan L. Kozyrskiy, Alexei A. Medyntsev, Ignat A. Dubynin, Boris M. Velichkovsky
The Expectation Based Eye-Brain-Computer Interface: An Attempt of Online Test. BCIforReal@IUI (2017)