| 1 |
Duc Khuat Van, Minh Tuan Nguyen, Advanced Ensemble Machine Learning for ECG Arrhythmia Classification, 2024 International conference on advanced technologies for communications (ATC 2024), Tp.HCM, Oct., 2024 |
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| 2 |
Hai-Chau Le, Hai-Long Nguyen, Huu Cam Nguyen, Quy Nam Tran, Chien Trinh Nguyen, Blending Ensemble Learning for Enhanced Arrhythmia Classification Utilizing 12-Lead ECGs, International Conference on Computing and Communication Technologies, 2024 |
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| 3 |
Hai-Long Nguyen, Van Su Pham, and Hai-Chau Le, Blending Ensemble Learning Model for 12-Lead Electrocardiogram-Based Arrhythmia Classification, Computers 13, no. 12: 316, 2024 (ISI/Scopus Q2) |
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| 4 |
Minh Tuan Nguyen, Le Anh Dang Tran, Tuan Anh Vu and Duy Nguyen, Convolutional neural network-based emotion recognition using recursive feature elimination, International Journal of Science and Research Archive, Vol.13, no.2, Oct., 2024 |
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| 5 |
Duc Khuat Van, Tuan Anh Tran, Thu-Hang Thi Nguyen, Minh Tuan Nguyen, Deep Learning Based Cardiac Arrhythmia Detection Using Wavelet Transform, 2024 International conference on advanced technologies for communications (ATC 2024), Tp.HCM, Oct., 2024. |
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| 6 |
Duy Nguyen, Minh Tuan Nguyen, Kou Yamada, Deep learning Based Emotion Detection Using Discrete Wavelet Transform, 2024 International conference on advanced technologies for communications (ATC 2024), Tp.HCM, Oct., 2024 |
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| 7 |
Van Thinh Pham, Khac-Tuan Nguyen, Chien Trinh Nguyen, and Hai-Chau Le, Efficient Hierarchical ML-based IoT Intrusion Detection System Leveraging PSO and Sequential Forward Feature Selection, The Third International Conference on Intelligence of Things, 2024. (Proceedings ISI/Scopus Q3) |
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| 8 |
H. -L. Nguyen, D. -L. Vu and H. -C. Le, Exploiting Machine Learning And Gene Expression Analysis in Amyotrophic Lateral Sclerosis Diagnosis, 2024 Tenth International Conference on Communications and Electronics (ICCE), Danang, Vietnam, pp. 363-368, 2024 |
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| 9 |
Van Thinh Pham, Khac-Tuan Nguyen, Chien Trinh Nguyen, Hai-Chau Le, GAT-SFFS: A Novel Feature Selection Method Using Graph Attention Networks and Sequential Forward Approach for Machine Learning-Based IoT Intrusion Detection System, 2024 International Conference On Advanced Technologies For Communications (ATC 2024), 2024 |
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| 10 |
Van Thinh Pham, Hai-Chau Le, Chien-Trinh Nguyen, Minh Tuan Nguyen, Hoai Bac Dang, Graph Attention Network-Based Intrusion Detection System Using Particle Swarm Optimization, Mendel Soft Computing Journal, Accepted, 2024. (Scopus Q3) |
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| 11 |
Tuan Hoang Vu, Anh Nguyen, Minh Tuan Nguyen, Graph Attention Networks Based Cardiac Arrest Diagnosis, 2024 International conference on advanced technologies for communications (ATC 2024), Tp.HCM, Oct., 2024 |
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| 12 |
Lê Thanh Thủy và Lê Hải Châu, Hiệu năng hệ thống NOMA-CDRT đường xuống sử dụng RIS và bộ giải mã và chuyển tiếp, Tạp Chí Khoa Học Công Nghệ Thông Tin Và Truyền Thông, 2024 |
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| 13 |
Duy Nguyen, Tuan Anh Tran, Minh Tuan Nguyen, and Kou Yamada, Intrusion Detection System Using Machine Learning based on Particle Swarm Optimization in IoT Networks, The 6th ASEAN UEC Workshop on Informatics and Engineering 2024, Hanoi, Sep., 2024 |
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| 14 |
Van-Thinh Pham, Huu-Cam Nguyen, Hai-Chau Le and Chien-Trinh Nguyen, IoT intrusion detection system leveraging PSO and sequential forward feature selection, Journal of Science and Technology on Information and Communications, vol. 02 (CS01), pp.3-9, 2024 |
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| 15 |
Huu-Cam Nguyen, Thu-Trang T. Nguyen, Hai-Long Nguyen, Ngoc-Anh T. Phung, and Anh-Thu Pham, Multi-Level Stacking Ensemble Learning for Enhanced ECG-Based Arrhythmia Detection, Journal of Science and Technology on Information and Communications, vol. 02 (CS01), 2024 |
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| 16 |
Ngoc Anh Thi Phung, Anh Nguyen, Minh Tuan Nguyen, Network Intrusion Detection System Using Graph Attention Network and Particle Swarm Optimization, 2024 International conference on advanced technologies for communications (ATC 2024), Tp.HCM, Oct., 2024 |
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| 17 |
H. -C. Le, A. Thu Pham, T. Thu Hang Nguyen and K. Tuan Nguyen, Performance Analysis of RIS-Aided NOMA-Based CDRT Systems With Multiple Decode-and- Forward Relays Over Nakagami-m Fading Channels, IEEE Access, vol. 12, pp. 194228-194239, 2024,(ISI/Scopus Q1) |
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| 18 |
Duc Minh Nguyen, Viet Dam Nguyen, Anh Thu Pham and Hai-Chau Le, Performance of multi-RIS-aided uplink wireless systems with short-packet communications, Journal of Science and Technology on Information and Communications, 2024 |
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| 19 |
T. V. Huu, S. Van Pham, T. N. T. Huong and H. -C. Le, QoE Aware Video Streaming Scheme Utilizing GRU-Based Bandwidth Prediction and Adaptive Bitrate Selection for Heterogeneous Mobile Networks, IEEE Access, vol. 12, pp. 45785-45795, 2024 |
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| 20 |
Khac-Tuan Nguyen, Thai-Hoc Vu, Hai-Chau Le, and Sunghwan Kim, STAR-RIS-enabled UAV Wireless Systems: A Stochastic Geometry Approach, 2024 International Conference On Advanced Technologies For Communications (ATC 2024), 2024. |
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