Bui Ngoc Dung, Nguyen Thu Huong, Pham Dinh Phong, Lien Minh Dang. ST-YOLOX-FRUIT-PP: A Transformer-Based One-Stage Detector for Multi-Scale Fruit Disease Detection. Computers, Materials & Continua, 08 (2026).

L. Minh Dang, Tri-Hai Nguyen, Luong Vuong Nguyen, Bui Ngoc Dung, ASM Sharifuzzaman Sagar. Attention-guided marine debris detection with an enhanced transformer framework using drone imagery. Process Safety and Environmental Protection, 197 (2025).

Nguyen Thanh Trung, Nguyen Anh Dan, Nguyen Huu Hung, Thai Thi Kim Chi, Nguyen Duc Thi Thu Dinh, Nguyen Viet Thanh, Bui Ngoc Dung, Dao Cong Binh. Dynamic characteristic identification of jacket-type offshore wind turbine using the Hilbert Huang transform under operational condition. Ocean Engineering, 330 (2025) (2025).

Bui Ngoc Dung, Nguyen Kim Sao. Enhanced Capacity Reversible Data Hiding Based on Pixel Value Ordering in Triple Stego Images. Computers, Materials & Continua, 86 (2025).

Wenqi Zhang, Hyeonjoon Moon, Nur Alam, Le Quan Nguyen, L Minh Dang, Bui Ngoc Dung, Han Yong Park. Adapting the Segment Anything Model for Plant Recognition and Automated Phenotypic Parameter Measurement. Horticulturae, 10 (2024).

Bui Ngoc Dung, Nguyen Tran Hieu, Minh Dang. Damage Detection in Structural Health Monitoring Using an Integrated ANNIRSA Approach. Electronics, 13 (2024).

Nguyen Viet Dung, Bui Ngoc Dung, Phan Dang Hung, Nguyen Quang Thinh, Nguyen Minh Duc. Two-Dimensional Ultra Light-Weight Infant Pose Estimation with Single Branch Network. Applied Sciences, 14 (2024).

Ngo Long, Bui Ngoc Dung, Luong Minh Hoang, Luong Xuan Chieu, Ngo Thanh Binh. Designing image processing tools for testing concrete bridges by a drone based on deep learning. Journal of Information and Telecommunication, 7 (2023).

Nguyen Tran Hieu, Bui Ngoc Dung, Magd Abdel Wahab, Vu Huan, Bui Tien Thanh, Tran Ngoc Hoa, Nguyen Ngoc Lan. Multi-level damage detection using a combination of deep neural networks. JOURNAL OF MATERIALS AND ENGINEERING STRUCTURES, 9 (2023).

Vu Huan, Bui Ngoc Dung. On the scalability of data augmentation techniques for low-resource machine translation between Chinese and Vietnamese. Journal of Information and Telecommunication, 7 (2023).

Le Anh Tuan, Nguyen Thi Yen Lien, Pham Huu Tuyen, Nguyen Duc Khanh, Bui Ngoc Dung, Nghiem Trung Dung. Applying a neural network-based approach for estimating instantaneous emissions of the heavyduty buses: A case study. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 44(3) (2022).

Nguyen Thanh Trung, Nguyen Huu Hung, Nguyen Duc Thi Thu Dinh, Thai Thi Kim Chi, Bui Ngoc Dung, Vu Dan Chinh. Detection of the instantaneous frequency degradation due to damages of a fixed offshore jacket platforms using the iEEMD-based Hilbert Huang transform under a wave excitation. Structural Control and Health Monitoring, e3129 (2022).

Bui Ngoc Dung, Nguyen Viet Dung, Do Hoang Khoi. Skin Lesion Classification on Imbalanced Data Using Deep Learning with Soft Attention. Sensors, 22 (2022).

Bui Ngoc Dung, Nguyen Tran Hieu, Bui Tien Thanh, Magd Abdel Wahab. Damage detection in structural health monitoring using combination of deep neural networks. Journal of Materials and Engineering Structures, 7 (2021).

Bui Tien Thanh, Bui Ngoc Dung, Tran Viet Hung, Nguyen Ngoc Lan, Nguyen Tran Hieu, Tran Ngoc Hoa. Damage detection in structural health monitoring using hybrid convolution neural network an d recurrent neural network. FRATTURA ED INTEGRITA STRUTTURALE, 59 (2021).

Cheong Siew Ann, Tran Vu Hieu, Bui Ngoc Dung. Complex Network Analysis of the Robustness of the Hanoi, Vietnam Bus Network. Journal of Systems Science & Complexity, 32 issue 5 (2019).

Nghiem Trung Dung, Le Anh Tuan, Pham Huu Tuyen, Nguyen Thi Yen Lien, Bui Ngoc Dung. Development of the specific emission factors for buses in Hanoi, Vietnam. Environmental Science and Pollution Research, 26(23) (2019).

Nguyen Thi Yen Lien, Bui Ngoc Dung, Le Anh Tuan, Nghiem Trung Dung. Development of the typical driving cycle for buses in Hanoi, Vietnam. Journal of the Air & Waste Management Association (2018).

Bui Ngoc Dung, Tran Vu Hieu, Nguyen Thi Hai Binh. Robust Lip Feature Detection in Facial Images. International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 20, 17875760 (2017).

Bui Ngoc Dung, Pham Huy Hoang, Sellappan Palaniappan, Le Thu Huyen. Enhanced Vehicle Detection in Aerial Images Using YOLO with Adaptive Scaling Feature Pyramid Network. Journal of the Eastern Asia Society for Transportation Studies, 16 (2026).

Le Thu Huyen, Vu Duc Bao Oanh, Dinh Thi Thanh Binh, Nguyen Thanh Tu, Bui Ngoc Dung. Road Users' Acceptability of Congestion Pricing Policy: Case Study of Hanoi. Journal of the Eastern Asia Society for Transportation Studies, 16 (2026).

Nguyen Viet Dung, Bui Ngoc Dung, Le Duc Lam, Vu Van Huan, Vu Huan. A hybrid deep learning approach for detecting lung abnormalities from chest X-ray images. CTU Journal of Innovation and Sustainable Development, 17 (2025).

Arinal Haq, Nanik Suciati, Bui Ngoc Dung. ESI-YOLO: Enhancing YOLOv8 with Efficient Multi-Scale Attention and Wise-IoU for X-Ray Security Inspection. International Journal of Robotics and Control Systems, 5 (2025).

Nghiem Trung Dung, Nguyen Duc Khanh, Le Anh Tuan, Nguyen Thi Yen Lien, Bui Ngoc Dung. Potential of fuel-saving and greenhouse gas emission reduction through eco-driving implementation: a case study for motorcycles in Hanoi, Vietnam. International Journal of Ambient Energy, 46 (2025).

Sellappan Palaniappan, Rajasvaran Logeswaran, Anitha Velayutham, Bui Ngoc Dung. Predicting Short-Range Weather in Tropical Regions Using Random Forest Classifier. Journal of Informatics and Web Engineering, 4 (2025).

Sellappan Palaniappan, Kasthuri Subaramaniam, Rajasvaran Logeswaran, Oras Baker, Bui Ngoc Dung. Training the Brain: A Machine Learning Approach to Predicting Wellbeing Through Intentional Thought Pattern Modification. Journal of Informatics and Web Engineering, 4 (2025).

Bui Ngoc Dung, Tran Vu Hieu, Nguyen Thi Hai Binh. Human Upper Body Detection in Still Images Based on Extended PCA. 2018 Joint 7th International Conference on Informatics, Electronics & Vision (ICIEV) and 2018 2nd In (2018).

Trần Thị Dung, Vũ Huấn, Bùi Ngọc Dũng, Lê Nhật Tùng. Emotion recognition in learners with emoji sentiment accompaniment using the Phobert model. Tạp chí khoa học trường đại học Sư phạm Hà Nội, Volume 69, Issue 3, 2024 (2024).

Nguyễn Lê Minh, Bùi Ngọc Dũng. Nghiên cứu các phương pháp khai phá dữ liệu và GIS trong cảnh báo mức độ tai nạn giao thông tại Hà nội. Cầu đường Việt nam, 11 (2024).

Bùi Ngọc Dũng, Vũ Quang Tuyền, Vũ Huấn, Mai Văn Linh. MULTIPLE OBJECT DETECTION USING HYBRID DEEP NEURAL NETWORK. HNUE JOURNAL OF SCIENCE, 68 (2023).

Lê Vĩnh An, Bùi Ngọc Dũng, Nguyễn Xuân Tùng. Nghiên cứu ứng dụng mạng nơ ron sâu trong phân tích dạng ăn mòn trên Kết cấu thép. Tạp chí GTVT, 730 (2023).

Bùi Ngọc Dũng, Phạm Huy Hoàng, Nguyễn Sơn Anh, Lê Kiến Trúc, Trần Nguyên Hoàng. NHẬN DẠNG HÀNH ĐỘNG SỚM DỰA TRÊN DỮ LIỆU CHUỖI KHUNG XƯƠNG. HNUE JOURNAL OF SCIENCE, 68 (2023).

Nguyễn Quang Tuấn, Trần Thị Cẩm Hà, Đỗ Vương Vinh, Bùi Ngọc Dũng. Xác định hàm lượng nhựa và độ rỗng dư của bê tông asphalt bằng phương pháp phân tích ảnh chụp mặt cắt. Tạp chí Khoa học Giao thông vận tải, Số 3 (04/2022) (2022).

Bùi Ngọc Dũng, Trần Vũ Hiếu. ĐEO BÁM MỤC TIÊU RADAR BẰNG BỘ LỌC KALMAN MỞ RỘNG. Tạp chí Khoa học GTVT, ĐB Hội nghị KHCN lần thứ XXI (2018).

Bùi Ngọc Dũng, Phạm Văn Mạnh. NHẬN DẠNG HÀNH ĐỘNG CỬ CHỈ CỦA NGƯỜI DỰA TRÊN PHÂN TÍCH HÌNH ẢNH LỊCH SỬ CHUYỂN ĐỘNG. Tạp chí Khoa học GTVT, ĐB Hội nghị KHCN lần thứ XXI (2018).

Bui Ngoc Dung. AccentAdapt-Whisper: Improving English ASR Performance for Asian Accents using an Adaptive Ensemble Method. Sixth International Conference on Intelligent Systems and Networks (2026).

Dinh Cong Tung, Bui Ngoc Dung, Nguyen Le Minh. Arrhythmia Classification of ECG Signal Using Deep Learning with Self-attention. Communications in Computer and Information Science (2026).

Bui Ngoc Dung. Transformer-Based Ensemble Deep Learning Framework for Durian Leaf Disease Diagnosis. Sixth International Conference on Intelligent Systems and Networks (2026).

Bui Ngoc Dung. A hybrid deep learning model for lung abnormal detection using X-ray images. The 3rd International Conference on Intelligent Systems and Data Science (2025).

Bui Ngoc Dung, Cao Phuong Thao, Le Thu Huyen. Air Passenger Forecasting: Leveraging the Power of Autoregressive Models. Lecture notes in civil engineering (2025).

Bui Ngoc Dung, Le Thu Huyen. Enhanced Vehicle Detection in Aerial Images Using YOLO with Adaptive Scaling Feature Pyramid Network. The 16th International Conference of Eastern Asia Society for Transportation Studies (2025).

Bui Ngoc Dung. Fruit Diseases Classification Based on Deep Learning with Feature Pyramid Network. Lecture Notes in Networks and Systems (2025).

Bui Ngoc Dung. H-Deformable-DETR with Swin Transformer for Enhanced Object Detection in Aerial Imagery. The 21th International Conference on Multimedia Information Technology and Applications (MITA) (2025).

Bui Ngoc Dung. Multi-Stage Cascade R-CNN with Feature Pyramid Network for Pothole Detection. The 11th International Conference on Next Generation Computing (ICNGC 2025) (2025).

Bui Ngoc Dung. Skeleton-Sequence-Based Early Action Recognition by Using Graph Convolutional Neural Networks and Knowledge Distillation Techniques. 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (2025).

Bui Ngoc Dung. A Review on Skeleton-based Early Action Recognition. International Conference on Intelligent Systems & Networks (ICISN 2024) (2024).

Bui Ngoc Dung. AN EFFICIENT ADMINISTRATION FOR MULTIPLE FIREWALLS IN CLOUD ENVIRONMENTS. International Conference on Intelligent Systems & Networks (ICISN 2024) (2024).

Bui Ngoc Dung. Damage Detection in Structural Health Monitoring using Deep Learning Approaches. Asia-Pacific Workshop on Intelligent Engineering (APWIE) (2024).

Bui Ngoc Dung. EfficientNet-based Unet for automatic segmentation of suspicious massive lesions in mammography. The 10th International Conference on Next Generation Computing (ICNGC 2024) (2024).

Bùi Ngọc Dũng. Modeling and Simulation for Digital Twin: Case study of Hanoi. Thương mại hóa các công nghệ cốt lõi, ứng dụng chuyển đổi số vào lĩnh vực Giao thông vận tải - Logistic (2024).

Nguyễn Việt Dũng, Bùi Ngọc Dũng. Nhận diện cảm xúc khuôn mặt dựa trên kết hợp mô hình EfficientNet và CBAM. REV-ECIT 2024 (2024).

Bui Ngoc Dung. 2D Ultra Light-Weight Infant Pose Estimation with single branch network. The 9th International Conference on Next Generation Computing (2023).

Bui Ngoc Dung, Nguyen Tran Hieu, Bui Tien Thanh, Nguyen Ngoc Lan, Tran Ngoc Hoa. Damage Detection in Structural Health Monitoring Using a One-Dimensiaonal Convolution Neural Network-The Z24 Bridge Case Study. Lecture Notes in Civil Engineering (2023).

Nguyen Tien Quy, Bui Ngoc Dung. Deep Learning Approach for Multiple Vehicle Speed Detection. SDCAT 2023 (2023).

Bui Tien Thanh, Nguyen Tran Hieu, Tran Ngoc Hoa, Nguyen Ngoc Lan, Bui Ngoc Dung. Deep Learning Approaches for Damage Detection – A Review. EASTS2023 (2023).

Nguyen Le Minh, Bui Ngoc Dung. Deep Learning Based Pavement Road Crack Detection. THE 15TH INTERNATIONAL CONFERENCE OF THE EASTERN ASIA SOCIETY FOR TRANSPORTATION STUDIES 2023 (2023).

Ngo Thanh Binh, Bui Ngoc Dung, Luong Xuan Chieu. Deep Learning-based Object Tracking and Following for AGV Robot. Lecture Notes in Networks and Systems (LNNS) (2023).

Bui Ngoc Dung, Nguyen Tuan Thanh, Bui Tien Thanh. Estimating the Velocity of Vehicles Before and After Crash. EASTS2023 (2023).

Bui Ngoc Dung. Human Detection On The Beach Using Drone Images For Safety Warning System. The 9th International Conference on Next Generation Computing (2023).

Bui Ngoc Dung, Nguyen Thanh Thuy. INFORMATION MANAGEMENT STRATEGY IN LIBRARIES: ENHANCING ACCESS AND DISCOVERABILITY. INFORMATION MANAGEMENT IN THE DIGITAL AGE (2023).

Bùi Ngọc Dũng, Trần Thị Dung, Huỳnh Xuân Lãm. Khai phá ý kiến và phân tích quan điểm người học dựa trên mô hình PhoBERT. The 12th Conference on Information Technology and Its Applications (2023).

Bui Ngoc Dung. Modified YOLOv5 for Blood Cell Counting. 2022 RIVF International Conference on Computing and Communication Technologies (RIVF) (2023).

Lê Thu Huyền, Bùi Ngọc Dũng. Ứng dụng phần mềm mô phỏng trong nghiên cứu tai nạn giao thông đường bộ. Quản lý kinh tế và tổ chức quản lý vận tải trong môi trường kinh tế số (2023).

Bui Ngoc Dung, Tran Ngoc Hoa, Bui Tien Thanh, Nguyen Ngoc Lan, Nguyen Tran Hieu. Vehicles Speed Detection using Deep Learning Approach. EASTS2023 (2023).

Nguyen Ngoc Lan, Nguyen Tran Hieu, Bui Ngoc Dung, Bui Tien Thanh. Application of Slime Mould Optimization Algorithm on Structural Damage Identification of Suspension Footbridge. Lecture Notes in Mechanical Engineering (2022).

Ngo Long, Bùi Ngọc Dũng, Bui Duy Nhat, Nguyễn Văn Hào, Nguyen Danh Thanh, Lương Xuân Chiểu, Ngô Thanh Bình. Bridge Crack Detection based on Deep Learning and Drone. CITA (Conference on Information Technology and its Applications) 2022 (2022).

Bui Ngoc Dung, Vu Huan. Chinese-Vietnamese Neural Machine Translation System with External Named Entity Translation Model. The 8th International Conference on Next Generation Computing 2022 (2022).

Nguyen Tran Hieu, Tran Ngoc Hoa, Nguyen Ngoc Lan, Bui Tien Thanh, Bui Ngoc Dung. Damage detection in SHM using a one-dimensional CNN - the Z24 bridge case study. The 4th International Conference on Sustainability in Civil Engineering - ICSCE 2022 (2022).

Bui Tien Thanh, Bui Ngoc Dung, Nguyen Ngoc Lan, Tran Ngoc Hoa, Nguyen Tran Hieu. Deep Learning Damage Detection Using Time–Frequency Image Analysis. Lecture Notes in Mechanical Engineering (2022).

Bui Ngoc Dung. Fast and Robust Local Texture Information for Fingerprint Segmentation. The International Conference on Intelligent Systems & Networks (2022).

Bui Ngoc Dung. Improving Power Efficiency and Down-Up Bandwidth Symmetry in GPON and XG-PON Coexistence. 2022 RIVF International Conference on Computing and Communication Technologies (RIVF) (2022).

Bui Ngoc Dung, Nguyen Ngoc Lan, Bui Tien Thanh, Tran Ngoc Hoa, Nguyen Tran Hieu. Multilevel damage detection using a combination of deep neural networks. The 4th International Conference on Sustainability in Civil Engineering (2022).

Hoàng Xuân Tùng, Bùi Ngọc Dũng, Phạm Văn Sang. Quản trị nhiều tường lửa trong môi trường đám mây. Hội thảo chuyển đổi số và các hệ thống thông minh (2022).

Hoàng Xuân Tùng, Bùi Ngọc Dũng, Vũ Đức Trung. Tích hợp cơ sở dữ liệu trong phần mềm iptables cho bài toán phân tích các bộ luật tường lửa. Hội thảo chuyển đổi số và các hệ thống thông minh (2022).

Tran Thi Dung, Bui Ngoc Dung. Time series Prediction Based on Consecutive Neighborhood Preserving Properties of Matrix Profile. The International Conference on Intelligent Systems & Networks (2022).

Bui Ngoc Dung. An Implementation of Firewall as a Service for OpenStack Virtualization Systems. Lecture Notes in Networks and Systems (2021).

Bui Ngoc Dung, Bui Tien Thanh. Challenges and Merits of Wavelength-Agile in TWDM Passive Optical Access Network. Lecture Notes in Networks and Systems (2021).

Bui Ngoc Dung, Nguyen Tran Hieu, Bui Tien Thanh. Structural Health Monitoring Using Handcrafted Features and Convolution Neural Network. Lecture Notes in Civil Engineering (2020).

Bui Ngoc Dung. An Enhanced Semantic-based Cache Replacement Algorithm for Web Systems. The 2019 IEEE-RIVF International Conference on Computing and Communication Technologies (2019).

Bui Ngoc Dung. Combination of Gabor Filter and Convolutional Neural Network for Suspicious Mass Classification. The 22nd International Computer Science and Engineering Conference (ICSEC 2018) (2018).

Bui Ngoc Dung. Robust and Adaptive Shadow Detection in Surveillance Systems Using Gaussian Processes. The 2016 IEEE RIVF Internationl Conference on Computing & Communication Technologies (2016).