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Bahar Farahani

Assistant Professor

Update: 2024-12-26

Bahar Farahani

Cyberspace Research Institute /

Journal Paper

  1. "A Lightweight and Secure Deep Learning Model for Privacy-Preserving Federated Learning in Intelligent Enterprises"
    Reza Fotohi, Fereidoon Shams Aliee, Bahar Farahani
    IEEE Internet of Things Journal, Vol. 11, pp.31988-31998, 2024
  2. "Feature fusion federated learning for privacy-aware indoor localization"
    Omid Tasbaz, Bahar Farahani, Vahideh Moghtadaiee
    Peer-to-Peer Networking and Applications, Vol. 17, pp.2781-2795, 2024
  3. "Smart and collaborative industrial IoT: A federated learning and data space approach"
    Bahar Farahani, Amin Karimi Monsefi
    Digital Communications and Networks, Vol. 9, pp.436-447, 2023
  4. "Mitigating Cold Start Problem in Serverless Computing: A Reinforcement Learning Approach"
    Parichehr Vahidinia, Bahar Farahani, Fereidoon Shams Aliee
    IEEE Internet of Things Journal, Vol. 10, pp.3917-3927, 2023
  5. "Fusion of IoT, AI, Edge-Fog-Cloud, and Blockchain: Challenges, Solutions, and a Case Study in Healthcare and Medicine"
    Farshad Firouzi, Shiyi Jiang, Krishnendu Chakrabarty, Bahar Farahani, Mahmoud Daneshmand, Jae Seung Song, Kunal Mankodiya
    IEEE Internet of Things Journal, Vol. 10, pp.3686-3705, 2023
  6. "The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)"
    Farshad Firouzi, Bahar Farahani, Alexander Marinsek
    INFORMATION SYSTEMS, Vol. 107, 2022
  7. "AI-Driven Data Monetization: The other Face of Data in IoT-based Smart and Connected Health"
    Farshad Firouzi, Bahar Farahani, Mojtaba Barzegari, Mahmoud Daneshmand
    IEEE Internet of Things Journal, Vol. 9, pp.5581-5599, 2022
  8. "Systematic and ontology-based approach to interoperable cross-domain open government data services"
    Hadi Masoumi, Bahar Farahani, Fereidoon Shams Aliee
    Transforming Government: People, Process and Policy, Vol. 16, pp.110-127, 2022

Conference Paper

  1. "Enabling Privacy-Preserving Edge AI: Federated Learning Enhanced with Forward-Forward Algorithm"
    Mohammadnavid Ghader, Saeed Reza Kheradpisheh, Bahar Farahani, Mahmood Fazlali
    IEEE COINS 2024- IEEE International Conference on Omni-layer Intelligent systems, 2024
  2. "DETR-SAM: Automated Few-Shot Segmentation with Detection Transformer and Keypoint Matching"
    MOHAMADREZA KHANMOHAMADI, Bahar Farahani
    IEEE COINS 2024- IEEE International Conference on Omni-layer Intelligent systems, pp.1-6, 2024
  3. "Exploiting Federated Learning for EEG-based BrainComputer Interface System"
    Mohammadnavid Ghader, Bahar Farahani, Zahra Rezvani, Mahyar Shahsavari, Mahmood Fazlali
    IEEE Coins2023-IEEE international conference on OMNI-LAYER intelligent systems, 2023
  4. "Brain Age Estimation Using Structural MRI: A Clustered Federated Learning Approach"
    Seyyed Saeid Cheshmi, ABTIN MAHYAR, Anita Soroush, Zahra Rezvani, Bahar Farahani
    IEEE Coins2023-IEEE international conference on OMNI-LAYER intelligent systems, 2023
  5. "Zone-Based Federated Learning in Indoor Positioning"
    Omid Tasbaz, Vahideh Moghtadaiee, Bahar Farahani
    12th International Conference on Computer and Knowledge Engineering (ICCKE2022), pp.1-6, 2022
  6. "Auto-tuning HyperParameters of SGD Matrix Factorization-Based Recommender Systems Using Genetic Algorithm"
    Habib Irani, Fatemeh Elahi, Mahyar Shahsavari, Mahmood Fazlali, Bahar Farahani
    IEEE international conference on OMNI-LAYER intelligent systems, pp.264-270, 2022
  7. "Task Offloading for Edge-Fog-Cloud Interplay in the Healthcare Internet of Things (IoT)"
    Farshad Firouzi, Bahar Farahani, Ehsan Panahi, Mojtaba Barzegari
    IEEE COINS: IEEE International Conference on Omni-layer Intelligent systems, pp.1-8, 2021
  8. ""
    Reza Yousefpor, Bahar Farahani
    The First Conference on Digital Transformation and Intelligent Systems, 2021
  9. "A Crisis-driven e-Learning Capability Maturity Model in the Age of COVID-19 : Process-based Maturity Assessment"
    Hanieh Kashfi, Bahar Farahani, Reza Fotohi, Fereidoon Shams Aliee
    National Conference on Advances in Enterprise Architecture (NCAEA), pp.35-42, 2021
  10. "Towards Automating the Human Resource Recruiting Process"
    Ghazal Rafiei, Bahar Farahani, Ali Kamandi
    National Conference on Advances in Enterprise Architecture (NCAEA), pp.43-47, 2021
  11. ""
    Mohsen Mohammadi jorjafki, Bahar Farahani
    National Conference on Advances in Enterprise Architecture (NCAEA), pp.1-8, 2021