Journals

• 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 (IF: 8.4), Vol. 204, No. 110831, 2023. Link
• A.T.H. Doan, H.H. Trinh, 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

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 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, 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. Lecture Notes in Civil Engineering, vol 442. Springer, Singapore. 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 based on Transfer Learning. Proceedings of the XV International Symposium Problems of Ecoinformatics. Moscow, Russia 06-08 December, 2022. Link
• H.H. Trinh, T.B. Nguyen, V. Vy, Q.T. Nguyen, Lung and Colon Tumor Classification based on Transfer Learning-based Techniques. Future Data and Security Engineering (FDSE22). Hochiminh city, Vietnam 23-25 November, 2022. Communications in Computer and Information Science, vol 1688. Springer, Singapore. Link
• V. Vy, H. Yoon, A Deep Learning Model for Damage Detection using Acoustic Emission Sensor. KSCE22. Busan 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

• V. Vy, Y. Lee, H. Yoon, A Deep Learning Network for Structural Damage Detection using Acoustic Emission Sensors. KIBSE22. Seoul, Korea 18 November, 2022.