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Wafa Njima

DNN-Based Indoor Localization Under Limited Dataset Using GANs and Semi-Supervised Learning
2022 · Wafa Njima, Ahmad Bazzi, et al. · IEEE Access · 149
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Indoor Localization Using Data Augmentation via Selective Generative Adversarial Networks
2021 · Wafa Njima, Marwa Chafii, et al. · IEEE Access · 90
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Deep CNN for Indoor Localization in IoT-Sensor Systems
2019 · Wafa Njima, Iness Ahriz, et al. · Sensors · 83
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Deep Learning Based Data Recovery for Localization
2020 · Wafa Njima, Marwa Chafii, et al. · IEEE Access · 33
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Federated Learning based Hierarchical 3D Indoor Localization
2023 · Yaya Etiabi, Wafa Njima, et al. · IEEE Wireless Communications and Networking Conference · 30
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GAN Based Data Augmentation for Indoor Localization Using Labeled and Unlabeled Data
2021 · Wafa Njima, Marwa Chafii, et al. · International Balkan Conference on Communications and Networking (BalkanCom) · 25
FeMLoc: Federated Meta-Learning for Adaptive Wireless Indoor Localization Tasks in IoT Networks
2024 · Yaya Etiabi, Wafa Njima, et al. · IEEE Internet of Things Journal · 19
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Beyond Stochastic Gradient Descent for Matrix Completion Based Indoor Localization
2019 · Wafa Njima, Rafik Zayani, et al. · Applied Sciences · 13
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MetaGraphLoc: A Graph-based Meta-learning Scheme for Indoor Localization via Sensor Fusion
2024 · Etiabi, Yaya, Eldeeb, Eslam, et al. · arXiv (Cornell University) · 12
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A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning
2024 · Masood Jan, Wafa Njima, et al. · International Conference on Indoor Positioning and Indoor Navigation · 10
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Convolutional Neural Networks based Denoising for Indoor Localization
2021 · Wafa Njima, Marwa Chafii, et al. · IEEE Vehicular Technology Conference · 10
Smart probabilistic approach with RSSI fingerprinting for indoor localization
2017 · Wafa Njima, Iness Ahriz, et al. · International Conference on Software, Telecommunications and Computer Networks (SoftCOM) · 9
Comparison of similarity approaches for indoor localization
2017 · Wafa Njima, Iness Ahriz, et al. · IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) · 8
High Resolution Visible-Light Localization in Industrial Dynamic Environment: A Robustness Approach based on the PSO Algorithm
2022 · Hongxiu Zhao, Wafa Njima, et al. · International Conference on Indoor Positioning and Indoor Navigation · 7
Transfer Learning for VLC-Based Indoor Localization: Addressing Environmental Variability
2025 · Masood Jan, Wafa Njima, et al. · IEEE Vehicular Technology Conference · 3
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Radar Interference Mitigation Using CNN Autoencoders with Spatial Attention
2024 · Idowu Ajayi, Wafa Njima · International Symposium on Wireless Communication Systems · 3
Generative Adversarial Networks based Data Recovery for Indoor Localization
2024 · Celine Serbouh, Wafa Njima, et al. · IEEE Wireless Communications and Networking Conference · 3
High-Accuracy and Real-Time Fingerprint-Based Continual Learning Localization System in Dynamic Environment
2025 · Hongxiu Zhao, Wafa Njima, et al. · Sensors · 2
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Cluster based Indoor Localization for Energy Consumption Enhancement
2022 · Celine Serbouh, Iness Ahriz, et al. · International Conference on Future Internet of Things and Cloud (FiCloud) · 2
A Transfer Learning-Driven Methodology for Efficient and Sustainable Indoor Localization Using VLC
2025 · Masood Jan, Wafa Njima, et al. · IEEE Internet of Things Journal · 1
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D6.2 3D Location Simulation Models and Lab Prototypes
2023 · Zhang, Xun, Ali, Kareem, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
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Autoencoder Matrix Completion Based Indoor Localization
2020 · Iness Ahriz, Michel Terre, et al. · Asilomar Conference on Signals, Systems and Computers (ACSSC) · 1
Position Estimation
2026 · Wafa Njima · Wiley eBooks
On the Trade-off Between Accuracy and Efficiency of Graph Neural Networks for Indoor Localization
2026 · Xiaofan Guo, Wafa Njima, et al. · IEEE International Black Sea Conference on Communications and Networking
Cross-Area Transfer Learning for VLC-Based Indoor Localization With a Transfer Efficiency Score
2026 · Masood Jan, Wafa Njima, et al. · IEEE Internet of Things Journal
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Works count: 32
Citation count: 514
H-index: 10
I10-index: 11
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