Sign in
Olena Peredrii
ORCID
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 8
Top Topics
Pattern Recognition
Image Features
Neyman Pearson
Neural Network
Top Venues
DSMP
Int. J. Pattern Recognit. Artif. Intell.
ISDMCI
Data
</>
Publications
</>
Oleksii Gorokhovatskyi
,
Olena Peredrii
Video Stream Gender Classification Using Shallow CNN.
Int. J. Pattern Recognit. Artif. Intell.
35 (1) (2021)
Oleksii Gorokhovatskyi
,
Olena Peredrii
Recursive Division of Image for Explanation of Shallow CNN Models.
ICPR Workshops (3)
(2020)
Oleksii Gorokhovatskyi
,
Olena Peredrii
Multiclass Image Classification Explanation with the Complement Perturbation Images.
DSMP
(2020)
Oleksii Gorokhovatskyi
,
Olena Peredrii
,
Volodymyr Gorokhovatskyi
Interpretability of Neural Network Binary Classification with Part Analysis.
DSMP
(2020)
Oleksii Gorokhovatskyi
,
Olena Peredrii
,
Volodymyr Zatkhei
,
Oleh Teslenko
Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results.
ISDMCI
(2019)
Oleksii Gorokhovatskyi
,
Volodymyr Gorokhovatskyi
,
Olena Peredrii
Analysis of Application of Cluster Descriptions in Space of Characteristic Image Features.
Data
3 (4) (2018)
Volodymyr Gorokhovatskyi
,
Oleksii Gorokhovatskyi
,
Yevgenyi Putyatin
,
Olena Peredrii
Quantization of the Space of Structural Image Features as a Way to Increase Recognition Performance.
DSMP
(2018)
Oleksii Gorokhovatskyi
,
Olena Peredrii
Shallow Convolutional Neural Networks for Pattern Recognition Problems.
DSMP
(2018)