Nadiya Shvai
Nadiya Shvai
National University of Kyiv-Mohyla Academy
Підтверджена електронна адреса в ukma.edu.ua
Назва
Посилання
Посилання
Рік
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
122019
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
122017
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
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
72017
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
62018
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
62018
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
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
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
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
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
22019
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
12021
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
12020
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
2020
Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint
A Meicler, A Sanogo, N Shvai, A Llanza, A Hasnat, M Khata, ED Younes, ...
International Conference on Image Analysis and Recognition, 95-106, 2020
2020
Generalization of cross-entropy loss function for image classification
V Andreieva, N Shvai
2020
Semantic segmentation approach for tunnel roads’ analysis
A Llanza, A Sanogo, M Khata, A Khalil, N Shvai, H Abul, A Meicler, ...
Applications of Digital Image Processing XLII 11137, 111372J, 2019
2019
PixMap: automatic license plate recognition with convolutional neural network based on saliency maps
A Sanogo, A Llanza, N Shvai, A Hasnat, M Khata, Y El Khattabi, A Meicler, ...
Digital Optical Technologies 2019 11062, 110620O, 2019
2019
Miniversal deformations of chains of linear mappings
TN Gaiduk, VV Sergeichuk, NA Zharko
arXiv preprint arXiv:0710.1278, 2007
2007
Positivity criteria generalizing the leading principal minors criterion
V Futorny, VV Sergeichuk, N Zharko
Positivity 11 (1), 191-199, 2007
2007
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