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Author

Soumia Benkrama

Observed name: Benkrama Soumia
ORCID: 0000-0002-3639-0771
Observed ORCID: 0000-0002-3639-0771
OpenAlex ID: A5089319055
Deep Learning Model Based on VGG16 for Tomato Leaf Diseases Detection and Categorization
2024 · Abden Sofiane, Bendjima Mostefa, et al. · International Conference on Electrical Engineering and Automatic Control (ICEEAC) · 12
Deep Learning with EfficientNetB1 for detecting brain tumors in MRI images
2023 · Soumia Benkrama, Nour El Houda Hemdani · International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) · 9
Lung Disease Diagnosis Using Various Deep Learning Algorithms from the chest X-ray images
2024 · Soumia Benkrama, Nour Elhouda Hemdani · International Conference on Electrical Engineering and Automatic Control (ICEEAC) · 7
A Hybrid Voting Ensemble Model for the Efficient Sorting and Classification of Date Fruit Varieties
2025 · Sofiane Abden, Mostefa Bendjima, et al. · Ingeniería e Investigación · 4
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Water Quality Drinking Classification Using Machine Learning
2024 · Gasbaoui Mohammed el Amin, Benkrama Soumia, et al. · International Conference on Electrical Engineering and Automatic Control (ICEEAC) · 4
Smart Food Sorting Using Deep Learning
2024 · Gasbaoui Mohammed El Amin, Benkrama Soumia, et al. · International Conference on Advanced Electrical Engineering (ICAEE) · 3
Ensemble learning weighted average meta-classifier for palm diseases identification
2025 · Sofiane Abden, Mostefa Bendjima, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 2
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Tomato Leaf Disease Detection and Classification Using Deep Learning
2024 · Sofiane Abden, Mostefa Bendjima, et al. · Lecture notes in networks and systems · 2
A comparative study of CNN architectures for the detection of tomato leaf diseases
2025 · Soumia Benkrama, Benyamina Ahmed, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 1
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Early detection of food safety risks using BERT and large language models
2025 · Mohammed El Amin Gasbaoui, Soumia Benkrama, et al. · Indonesian Journal of Electrical Engineering and Computer Science
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An innovative voting ensemble learning approach for sorting and classifying date fruit varieties
2024 · Abden Sofiane, Bendjima Mostefa, et al. · STUDIES IN ENGINEERING AND EXACT SCIENCES
Distributed Training Based on Horizontal Scaling for Food Image Classification
2024 · Gasbaoui Mohammed el Amin, Benkrama Soumia, et al. · International Conference on Embedded & Distributed Systems (EDiS)
Proposed Deep Learning Approach for Plant Diseases Detection
2024 · Abden Sofiane, Bendjima Mostefa, et al. · International Conference on Embedded & Distributed Systems (EDiS)
Optimizing speaker identification: a comprehensive study with deep neural networks
2024 · Benyamina Ahmed, Benkrama Soumia, et al. · STUDIES IN ENGINEERING AND EXACT SCIENCES
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Brain tumor detection in the Spark system
2023 · Soumia Benkrama, Nour Elhouda Hemdani · Indonesian Journal of Electrical Engineering and Computer Science
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Similarity Search in a Large Scale
2016 · Soumia Benkrama, Lynda Zaoui · International journal of imaging and robotics
Clustering and dimensionality reduction for image retrieval in high-dimensional spaces
2014 · Soumia Benkrama, Lynda Zaoui, et al.
Compact I Image mage mage R epresentation epresentation epresentation
2013 · Soumia Benkrama, Lynda Zaoui, et al.
Works count: 19
Citation count: 44
H-index: 4
I10-index: 1
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