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Nadiya Shvai
Nadiya Shvai
National University of Kyiv-Mohyla Academy
Verified email at ukma.edu.ua
Title
Cited by
Cited by
Year
Accurate classification for automatic vehicle-type recognition based on ensemble classifiers
N Shvai, A Hasnat, A Meicler, A Nakib
IEEE Transactions on Intelligent Transportation Systems 21 (3), 1288-1297, 2019
402019
Generalization of cross-entropy loss function for image classification
V Andreieva, N Shvai
292020
Deterministic metaheuristic based on fractal decomposition for large-scale optimization
A Nakib, S Ouchraa, N Shvai, L Souquet, EG Talbi
Applied Soft Computing 61, 468-485, 2017
262017
New vehicle classification method based on hybrid classifiers
A Hasnat, N Shvai, A Meicler, P Maarek, A Nakib
2018 25th IEEE International Conference on Image Processing (ICIP), 3084-3088, 2018
122018
Optimal ensemble classifiers based classification for automatic vehicle type recognition
N Shvai, A Meicler, A Hasnat, E Machover, P Maarek, S Loquet, A Nakib
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
92018
Application of regularized ranking and collaborative filtering in predictive alarm algorithm for nocturnal hypoglycemia prevention
G Kriukova, N Shvai, SV Pereverzyev
2017 9th IEEE International Conference on Intelligent Data Acquisition and …, 2017
92017
A complete unitary similarity invariant for unicellular matrices
D Farenick, TG Gerasimova, N Shvai
Linear algebra and its applications 435 (2), 409-419, 2011
92011
Convolutional neural network architecture search based on fractal decomposition optimization algorithm
L Souquet, N Shvai, A Llanza, A Nakib
Expert Systems with Applications 213, 118947, 2023
72023
A criterion for unitary similarity of upper triangular matrices in general position
D Farenick, V Futorny, TG Gerasimova, VV Sergeichuk, N Shvai
Linear algebra and its applications 435 (6), 1356-1369, 2011
62011
Perturbation theory of matrix pencils through miniversal deformations
V Futorny, T Klymchuk, O Klymenko, VV Sergeichuk, N Shvai
Linear Algebra and its Applications 614, 455-499, 2021
52021
Novel context-aware classification for highly accurate automatic toll collection
M Khata, N Shvai, A Hasnat, A Llanza, A Sanogo, A Meicler, A Nakib
2019 IEEE Intelligent vehicles symposium (IV), 1105-1110, 2019
52019
Multiple auxiliary classifiers GAN for controllable image generation: Application to license plate recognition
N Shvai, A Hasnat, A Nakib
IET Intelligent Transport Systems 17 (1), 243-254, 2023
42023
Application guided image quality estimation based on classification
A Hasnat, N Shvai, A Sanogo, M Khata, A Llanza, A Meicler, A Nakib
2019 IEEE International Conference on Image Processing (ICIP), 549-553, 2019
42019
Adaptive Image Anonymization in the Context of Image Classification with Neural Networks
N Shvai, AL Carmona, A Nakib
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
32023
Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm
L Souquet, N Shvai, A Llanza, A Nakib
2020 IEEE Congress on Evolutionary Computation (CEC), 1-6, 2020
32020
Rigid systems of second-order linear differential equations
MI García-Planas, MD Magret, VV Sergeichuk, NA Zharko
Linear algebra and its applications 414 (2-3), 517-532, 2006
32006
Cnn classifier’s robustness enhancement when preserving privacy
A Hasnat, N Shvai, A Nakib
2021 IEEE International Conference on Image Processing (ICIP), 3887-3891, 2021
22021
HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm
L Souquet, N Shvai, A Llanza, A Nakib
Proceedings of the 2020 genetic and evolutionary computation conference …, 2020
22020
A constructive proof of Pokrzywa's theorem about perturbations of matrix pencils
V Futorny, T Klymchuk, VV Sergeichuk, N Shvai
arXiv preprint arXiv:1907.03213, 2019
22019
Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata
M Poliakov, N Shvai
arXiv preprint arXiv:2406.13213, 2024
12024
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Articles 1–20