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Nadiya Shvai

Generalization of Cross-Entropy Loss Function for Image Classification
2021 · Valeria Andreieva, Nadiia Shvai · Mohyla Mathematical Journal · 48
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Accurate Classification for Automatic Vehicle-Type Recognition Based on Ensemble Classifiers
2019 · Nadiya Shvai, Abul Hasnat, et al. · IEEE Transactions on Intelligent Transportation Systems · 44
Multi-Meta-RAG: Improving RAG for Multi-hop Queries Using Database Filtering with LLM-Extracted Metadata
2025 · Mykhailo Poliakov, Nadiya Shvai · Communications in computer and information science · 38
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Deterministic metaheuristic based on fractal decomposition for large-scale optimization
2017 · A. Nakib, S. Ouchraa, et al. · Applied Soft Computing · 29
Convolutional neural network architecture search based on fractal decomposition optimization algorithm
2022 · Léo Souquet, Nadiya Shvai, et al. · Expert Systems with Applications · 14
New Vehicle Classification Method Based on Hybrid Classifiers
2018 · Abul Hasnat, Nadiya Shvai, et al. · Proceedings - International Conference on Image Processing · 14
Application of regularized ranking and collaborative filtering in predictive alarm algorithm for nocturnal hypoglycemia prevention
2017 · Galyna Kriukova, Nadiya Shvai, et al. · IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) · 10
License Plate Images Generation with Diffusion Models
2024 · Mariia Shpir, Nadiya Shvai, et al. · Frontiers in artificial intelligence and applications · 9
Vision Transformers Inference Acceleration Based on Adaptive Layer Normalization
2023 · Fekhr Eddine Keddous, Arcadi Llanza, et al. · Neurocomputing · 9
Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition
2018 · Nadiya Shvai, Antoine Meicler, et al. · IEEE Congress on Evolutionary Computation (CEC) · 8
A complete unitary similarity invariant for unicellular matrices
2011 · Douglas Farenick, Tatiana G. Gerasimova, et al. · Linear Algebra and its Applications · 8
Multiple auxiliary classifiers GAN for controllable image generation: Application to license plate recognition
2022 · Nadiya Shvai, Abul Hasnat, et al. · IET Intelligent Transport Systems · 7
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Adaptive Image Anonymization in the Context of Image Classification with Neural Networks
2023 · Nadiya Shvai, Arcadi Llanza Carmona, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 5
Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization
2023 · Arcadi Llanza, Fekhr Eddine Keddous, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 5
Perturbation theory of matrix pencils through miniversal deformations
2020 · Vyacheslav Futorny, Tetiana Klymchuk, et al. · Linear Algebra and its Applications · 5
MoIRA: Modular instruction routing architecture for multi-task robotics
2026 · Dmytro Kuzmenko, Nadiya Shvai · Neurocomputing · 4
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Application Guided Image Quality Estimation Based on Classification
2019 · Abul Hasnat, Nadiya Shvai, et al. · Proceedings - International Conference on Image Processing · 4
A criterion for unitary similarity of upper triangular matrices in general position
2011 · Douglas Farenick, Vyacheslav Futorny, et al. · Linear Algebra and its Applications · 4
FDS: Fractal decomposition based direct search approach for continuous dynamic optimization
2025 · Arcadi Llanza, Nadiya Shvai, et al. · Information Sciences · 3
Novel Context-aware Classification for Highly Accurate Automatic Toll Collection
2019 · Marouan Khata, Nadiya Shvai, et al. · IEEE Intelligent Vehicles Symposium · 3
DEvS
2022 · Nadiya Shvai, Arcadi Llanza, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion) · 2
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CNN Classifier’s Robustness Enhancement when Preserving Privacy
2021 · Abul Hasnat, Nadiya Shvai, et al. · Proceedings - International Conference on Image Processing · 2
Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm
2020 · Leo Souquet, Nadiya Shvai, et al. · IEEE Congress on Evolutionary Computation (CEC) · 2
Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint
2020 · Antoine Meicler, Assan Sanogo, et al. · Lecture notes in computer science · 2
The Empathic Ethical Disobedience (EED) Gym Benchmark
2025 · Kuzmenko, Dmytro, Shvai, Nadiya · Zenodo (CERN European Organization for Nuclear Research) · 1
Works count: 58
Citation count: 289
H-index: 9
I10-index: 7
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