Scie Indexed Journal Papers
(* denotes the corresponding author; † indicates equal contribution)
- P.T. Lam†, X.T. Nguyen†, V. Vy, J. Lee, Y. Park, Ji-Hoon Jeong*, H. Yoon*, A Large Language Model-aided Vision-based Framework for Automated Structural Displacement Measurement, Computer-Aided Civil and Infrastructure Engineering, 2026. Link (SCIE: Q1)
- P.T. Lam, J. Lee, Y. Lee, X.T. Nguyen, V. Vy, K. Han, H. Yoon*, A Vision-based Weigh-in-motion Approach for Vehicle Load Tracking and Identification, Computer-Aided Civil and Infrastructure Engineering, 2025. Link (SCIE: Q1)
- X.T. Nguyen, G. Jeon, V. Vy, G. Lee, P.T. Lam, H. Yoon*, A Hybrid Approach for Vision-Based Structural Displacement Measurement Using Transforming Model Prediction and KLT, Mechanical Systems and Signal Processing, Vol. 223, No. 111866, 2025. Link (SCIE: Q1)
- V. Vy, Y. Lee, J. Bak, S. Park, S. Park, H. Yoon*, Damage Localization Using Acoustic Emission Sensors via Convolutional Neural Network and Continuous Wavelet Transform, Mechanical Systems and Signal Processing, Vol. 204, No. 110831, 2023. Link (SCIE: Q1)
Other Journal Papers
- A.T.H. Doan, T.H. Hoang, V. Vy*, Diabetic Retinopathy Stages Identification Using Convolutional Neural Network, International Journal of Advanced Engineering, Vol. 06, No. 02, Pp. 1-10, 2023. Link
- V. Vy, A.S. Gruzdev*, Q.T. Nguyen, N.T. Nguyen, Comparison of Recommendation Systems Based on Machine Learning Methods, Computing Telecommunications and Control, Vol. 15, No. 1, Pp. 64-72, 2022. Link
Conference papers
- T.T. Ha, V. Vy*, N.Q. Tan, An Enhanced Algorithm for Segmenting Point Clouds into Clusters Based on Euclidean Distance. The 4th International Conference on Structural Health Monitoring & Engineering Structures (SHM&ES2025), Nhatrang, Vietnam 7-8 August, 2025. Paper: Lecture Notes in Civil Engineering, vol 747, 2026. Springer, Switzerland. Link
- V. Vy , Y. Lee, H. Yoon*, Crack Detection of Concrete Structures using Acoustic Emission Sensors and Convolutional Neural Networks. International Conference on Sustainable Civil Engineering and Architecture (ICSCEA23), Danang, Vietnam 19-21 July, 2023. Paper: Lecture Notes in Civil Engineering, vol 442, 2023. Springer, Singapore. Link
- T.H. Hoang, N.T. Binh*, V. Vy, N.Q. Tan. Lung and Colon Tumor Classification Based on Transfer Learning-Based Techniques. Future Data and Security Engineering (FDSE22), Hochiminh city, Vietnam 23-25 November, 2022. Paper: Communications in Computer and Information Science, vol 1688, 2022. Springer, Singapore. Link
Conferences& Abstracts
- V. Vy, H. Yoon*, Acoustic Emission-based Damage Localization: A Time-frequency Analysis and Deep Learning Approach. The Engineering Mechanics Institute Conference and Probabilistic Mechanics & Reliability Conference. Chicago, USA 28-31 May, 2024. Link
- V. Vy, Y. Lee, H. Yoon*, A Proposed MIMO-8-3 Model for 3-Dimension Crack Localization. KSCE23. Yeosu, Korea 19-20 October, 2023. Link
- V. Vy, H. Yoon*, Time-Frequency Analysis and Deep Learning Application for Damage Localization in Concrete Structures Using Acoustic Emission Sensors. Advances in Structural Engineering and Mechanics (ASEM23). Seoul, Korea 16-18 August, 2023. Link
- V. Vy, H. Yoon*, AECWT-3DR-Net: Damage Localization Network for Concrete Structures Using Acoustic Emission Sensors. Conference on Information Technology and Its Applications (CITA23). Danang, Vietnam 28-29 July, 2023. Link
- V. Vy, Y. Lee, H. Yoon*, A Proposed Method for Crack Detection using Acoustic Emission Sensors and Convolutional Neural Network. Korean Society Of Hazard Mitigation. Jeju, Korea 15-17 February, 2023. (Best presentation award)
- H.H. Trinh, V. Vy, Q.T. Nguyen*, Lung Tumor Classification by using Transfer Learning. Proceedings of the XV International Symposium Problems of Ecoinformatics. Moscow, Russia 06-08 December, 2022. Link
- V. Vy, H. Yoon*, A Deep Learning Model for Damage Detection using Acoustic Emission Sensor. KSCE22. Busan, Korea 19-21 October, 2022.
- V. Vy, H. Yoon*, Acoustic Emission based Crack Localization using Convolutional Neural Network. Advances in Civil, Environmental and Materials Research (ACEM22). Seoul, Korea 16-19 August, 2022. Link
- V. Vy, Q.T. Nguyen*, Building A Recommender System By Using Neural Collaborative Filtering Method. Proceeding of the International Symposium Engineering Ecology. Moscow, Russia 1-3 December, 2021, pp. 195-200. Link
Posters and others
