Olena Peredrii

According to our database, Olena Peredrii authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2024

Algorithmization of Intellectual Data Analysis for Measuring the Country's Innovation Potential.

Olena Peredrii, Nataliya Vnukova, Daria Davydenko, Vasyl Pyvovarov, Serhii Hlibko, Nataliya Opeshko

Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Systems. Volume II: Modeling, 2024

2021

Video Stream Gender Classification Using Shallow CNN.

Oleksii Gorokhovatskyi, Olena Peredrii

Int. J. Pattern Recognit. Artif. Intell., 2021

Fine-Tuning of the Measure for Full Reference Image Quality Assessment.

Oleksii Gorokhovatskyi, Olena Peredrii

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2021

2020

Recursive Division of Image for Explanation of Shallow CNN Models.

Oleksii Gorokhovatskyi, Olena Peredrii

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Interpretability of Neural Network Binary Classification with Part Analysis.

Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Gorokhovatskyi

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Multiclass Image Classification Explanation with the Complement Perturbation Images.

Oleksii Gorokhovatskyi, Olena Peredrii

DSMP (Selected Papers), 2020

2019

Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results.

Oleksii Gorokhovatskyi, Olena Peredrii, Volodymyr Zatkhei, Oleh Teslenko

Proceedings of the Lecture Notes in Computational Intelligence and Decision Making, 2019

2018

Analysis of Application of Cluster Descriptions in Space of Characteristic Image Features.

Oleksii Gorokhovatskyi, Volodymyr Gorokhovatskyi, Olena Peredrii

Data, 2018

Shallow Convolutional Neural Networks for Pattern Recognition Problems.

Oleksii Gorokhovatskyi, Olena Peredrii

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018

Quantization of the Space of Structural Image Features as a Way to Increase Recognition Performance.

Volodymyr Gorokhovatskyi, Oleksii Gorokhovatskyi, Yevgenyi Putyatin, Olena Peredrii

Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018