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Dive into the research topics where Hadi Ghauch is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Machine Learning Techniques for Blind Beam Alignment in mmWave Massive MIMO
Ktari, A., Ghauch, H. & Rekaya-Ben Othman, G., 1 Aug 2024, In: Entropy. 26, 8, 626.Research output: Contribution to journal › Article › peer-review
Open Access -
Cascaded Binary Classifiers for Blind Beam Alignment in mmWave MIMO Using One-Bit Quantization
Ktari, A., Ghauch, H. & Rekaya, G., 1 Jan 2023, 2023 IEEE International Conference on Communications Workshops: Sustainable Communications for Renaissance, ICC Workshops 2023. Institute of Electrical and Electronics Engineers Inc., p. 80-85 6 p. (2023 IEEE International Conference on Communications Workshops: Sustainable Communications for Renaissance, ICC Workshops 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Here comes SAID: A SOME/IP Attention-based mechanism for Intrusion Detection
Alkhatib, N., Mushtaq, M., Ghauch, H. & Danger, J. L., 1 Jan 2023, ICUFN 2023 - 14th International Conference on Ubiquitous and Future Networks. IEEE Computer Society, p. 462-467 6 p. (International Conference on Ubiquitous and Future Networks, ICUFN; vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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CAN-BERT do it? Controller Area Network Intrusion Detection System based on BERT Language Model
Alkhatib, N., Mushtaq, M., Ghauch, H. & Danger, J. L., 1 Jan 2022, 2022 IEEE/ACS 19th International Conference on Computer Systems and Applications, AICCSA 2022 - Proceedings. IEEE Computer Society, (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA; vol. 2022-December).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent
Duan, Q., Ghauch, H. & Kim, T., 1 Jan 2022, In: IEEE Transactions on Signal Processing. 70, p. 963-977 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Matrix Factorization for Blind Beam Alignment in Massive mmWave MIMO
Ktari, A., Ghauch, H. & Rekaya, G., 1 Jan 2022, 2022 IEEE Wireless Communications and Networking Conference, WCNC 2022. Institute of Electrical and Electronics Engineers Inc., p. 2637-2642 6 p. (IEEE Wireless Communications and Networking Conference, WCNC; vol. 2022-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Neural Belief Propagation Auto-Encoder for Linear Block Code Design
Larue, G., Dufrene, L. A., Lampin, Q., Ghauch, H. & Othman, G. R. B., 1 Nov 2022, In: IEEE Transactions on Communications. 70, 11, p. 7250-7264 15 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Unsupervised Network Intrusion Detection System for AVTP in Automotive Ethernet Networks
Alkhatib, N., Mushtaq, M., Ghauch, H. & Danger, J. L., 1 Jan 2022, 2022 IEEE Intelligent Vehicles Symposium, IV 2022. Institute of Electrical and Electronics Engineers Inc., p. 1731-1738 8 p. (IEEE Intelligent Vehicles Symposium, Proceedings; vol. 2022-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Blind neural belief propagation decoder for linear block codes
Larue, G., Dufrene, L. A., Lampin, Q., Chollet, P., Ghauch, H. & Rekaya, G., 8 Jun 2021, 2021 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2021. Institute of Electrical and Electronics Engineers Inc., p. 106-111 6 p. 9482479. (2021 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
KM Learning for Millimeter-Wave Beam Alignment and Tracking: Predictability and Interpretability
Duan, Q., Kim, T. & Ghauch, H., 1 Jan 2021, In: IEEE Access. 9, p. 117204-117216 13 p.Research output: Contribution to journal › Article › peer-review
Open Access