Olena Peredrii

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Pattern Recognition

Multi Layered Perceptron

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Publications

Olena Peredrii, Nataliya Vnukova, Daria Davydenko, Vasyl Pyvovarov, Serhii Hlibko, Nataliya Opeshko
Algorithmization of Intellectual Data Analysis for Measuring the Country's Innovation Potential. COLINS (2) (2024)
Oleksii Gorokhovatskyi, Olena Peredrii
Image Pair Comparison for Near-duplicates Detection. Int. J. Comput. 22 (1) (2023)
Oleksii Gorokhovatskyi, Olena Peredrii
Fine-Tuning of the Measure for Full Reference Image Quality Assessment. ISDMCI (2021)
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)