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Nadiya Shvai
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 20
Top Topics
Neural Network
Top Venues
ICIP
CEC
CoRR
GECCO Companion
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Publications
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Fekhr Eddine Keddous
,
Nadiya Shvai
,
Arcadi Llanza
,
Amir Nakib
Inference Acceleration of Deep Learning Classifiers Based on RNN.
ICIP
(2023)
Arcadi Llanza
,
Fekhr Eddine Keddous
,
Nadiya Shvai
,
Amir Nakib
Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation.
CEC
(2023)
Arcadi Llanza
,
Fekhr Eddine Keddous
,
Nadiya Shvai
,
Amir Nakib
Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization.
SMC
(2023)
Léo Souquet
,
Nadiya Shvai
,
Arcadi Llanza
,
Amir Nakib
Convolutional neural network architecture search based on fractal decomposition optimization algorithm.
Expert Syst. Appl.
213 (Part C) (2023)
Nadiya Shvai
,
Arcadi Llanza Carmona
,
Amir Nakib
Adaptive Image Anonymization in the Context of Image Classification with Neural Networks.
ICCV
(2023)
Arcadi Llanza
,
Nadiya Shvai
,
Amir Nakib
Dynamic camera alignment optimization problem based on Fractal Decomposition based Algorithm.
CoRR
(2022)
Arcadi Llanza
,
Nadiya Shvai
,
Amir Nakib
Investigating Fractal Decomposition Based Algorithm on Low-Dimensional Continuous Optimization Problems.
MIC
(2022)
Nadiya Shvai
,
Arcadi Llanza
,
Md. Abul Hasnat
,
Amir Nakib
DEvS: data distillation algorithm based on evolution strategy.
GECCO Companion
(2022)
Arcadi Llanza
,
Nadiya Shvai
,
Amir Nakib
Study of the Fractal decomposition based metaheuristic on low-dimensional Black-Box optimization problems.
CoRR
(2022)
Md. Abul Hasnat
,
Nadiya Shvai
,
Amir Nakib
CNN Classifier's Robustness Enhancement when Preserving Privacy.
ICIP
(2021)
Léo Souquet
,
Nadiya Shvai
,
Arcadi Llanza
,
Amir Nakib
HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm.
GECCO Companion
(2020)
Antoine Meicler
,
Assan Sanogo
,
Nadiya Shvai
,
Arcadi Llanza
,
Abul Hasnat
,
Marouan Khata
,
Ed-Doughmi Younes
,
Alami Khalil
,
Yazid Lachachi
,
Amir Nakib
Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint.
ICIAR (1)
(2020)
Léo Souquet
,
Nadiya Shvai
,
Arcadi Llanza
,
Amir Nakib
Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm.
CEC
(2020)
Nadiya Shvai
,
Abul Hasnat
,
Antoine Meicler
,
Amir Nakib
Accurate Classification for Automatic Vehicle-Type Recognition Based on Ensemble Classifiers.
IEEE Trans. Intell. Transp. Syst.
21 (3) (2020)
Marouan Khata
,
Nadiya Shvai
,
Abul Hasnat
,
Arcadi Llanza
,
Assan Sanogo
,
Antoine Meicler
,
Amir Nakib
Novel Context-aware Classification for Highly Accurate Automatic Toll Collection.
IV
(2019)
Abul Hasnat
,
Nadiya Shvai
,
Assan Sanogo
,
Marouan Khata
,
Arcadi Llanza
,
Antoine Meicler
,
Amir Nakib
Application Guided Image Quality Estimation Based on Classification.
ICIP
(2019)
Nadiya Shvai
,
Antoine Meicler
,
Abul Hasnat
,
Edouard Machover
,
Paul Maarek
,
Stephane Loquet
,
Amir Nakib
Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition.
CEC
(2018)
Abul Hasnat
,
Nadiya Shvai
,
Antoine Meicler
,
Paul Maarek
,
Amir Nakib
New Vehicle Classification Method Based on Hybrid Classifiers.
ICIP
(2018)
Amir Nakib
,
S. Ouchraa
,
Nadiya Shvai
,
Leo Souquet
,
El-Ghazali Talbi
Deterministic metaheuristic based on fractal decomposition for large-scale optimization.
Appl. Soft Comput.
61 (2017)
Galyna Kriukova
,
Nadiya Shvai
,
Sergei V. Pereverzyev
Application of regularized ranking and collaborative filtering in predictive alarm algorithm for nocturnal hypoglycemia prevention.
IDAACS
(2017)