Hoa Ngoc Nguyen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Intrusion Detection

Transportation Systems

Ensemble Learning

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Hanh Phuong Du, Anh D. Nguyen, Dat Trong Nguyen, Hoa Ngoc Nguyen, Dung H. P. Nguyen
A Novel Deep Ensemble Learning to Enhance User Authentication in Autonomous Vehicles. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Tu N. Nguyen, Thinh V. Le, Manh V. Nguyen, Hoa Ngoc Nguyen, Son Vu
Optimizing Resource Allocation and VNF Embedding in RAN Slicing. IEEE Trans. Netw. Serv. Manag. 21 (2) (2024)
Dang H. Pham, Anh D. Nguyen, Hoa Ngoc Nguyen
GAN-based data augmentation and pseudo-label refinement with holistic features for unsupervised domain adaptation person re-identification. Knowl. Based Syst. 288 (2024)
Hoang V. Vo, Hanh Phuong Du, Hoa Ngoc Nguyen
APELID: Enhancing real-time intrusion detection with augmented WGAN and parallel ensemble learning. Comput. Secur. 136 (2024)
Nguyen Thi Kim Lan, Hoa Ngoc Nguyen, Son Nguyen Hoang
From Fragmented Data to Collective Intelligence: A Data Fabric Approach for University Knowledge Management. ICCCI (2023)
Anh D. Nguyen, Dang H. Pham, Hoa Ngoc Nguyen
GAN-Based Data Augmentation and Pseudo-label Refinement for Unsupervised Domain Adaptation Person Re-identification. ICCCI (2023)
Hoang V. Vo, Phong H. Nguyen, Hau T. Nguyen, Duy B. Vu, Hoa Ngoc Nguyen
Enhancing AI - Powered Malware Detection by Parallel Ensemble Learning. RIVF (2023)
Hanh Phuong Du, Anh D. Nguyen, Dat T. Nguyen, Hoa Ngoc Nguyen
μPEWFace: Parallel ensemble of weighted deep convolutional neural networks with novel loss functions for face-based authentication. Image Vis. Comput. 139 (2023)
Hoang V. Vo, Hanh Phuong Du, Hoa Ngoc Nguyen
AI-powered intrusion detection in large-scale traffic networks based on flow sensing strategy and parallel deep analysis. J. Netw. Comput. Appl. 220 (2023)
Ha V. Le, Tu N. Nguyen, Hoa Ngoc Nguyen, Linh Le
An Efficient Hybrid Webshell Detection Method for Webserver of Marine Transportation Systems. IEEE Trans. Intell. Transp. Syst. 24 (2) (2023)
Anh Duc Nguyen, Dat Trong Nguyen, Hanh Phuong Du, Hai Nam Dao Ngoc, Hoa Ngoc Nguyen
EnsFace: An Ensemble Method of Deep Convolutional Neural Networks with Novel Effective Loss Functions for Face Recognition. SoICT (2022)