Publications

Mar 1, 2021 min read
 International Journals(SCI)
  1. Hong-Hai Nguyen, Ngumimi Karen Iyortsuun, Seungwon Kim, Hyung-Jeong Yang, Soo Hyung Kim, "Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models," Biomedical Signal Processing and Control, Volume 94, 106284, pp. 1-8, August 2024. (IF: 5.1, JCR Q1) (BRL3/AI융합대학원)
International Conferences
  1. Trong-Nghia Nguyen, Hong-Hai Nguyen, Ngoc Tu Vu, Tuan Anh Tran, Soo-Hyung Kim, Bo-Gun Kho and Van-Thong Huynh, "MediFusion-Flex: An Adaptive Multimodal Deep Learning Framework for Clinical Deterioration Prediction in Emergency Medicine", International Conference on Multi-disciplinary Trends in Artificial Intelligence, Lecture Notes in Computer Science (Springer),(MIWAI2025), vol 16355, pp. 115-126, HCM, VietNam, Dec. 2025.

     

  2. Eun-Bin Choi, Hong-Hai Nguyen, Trong-Nghia Nguyen, Soo-Hyung Kim, "Stress analysis based on feature late fusion strategy," Proc. Int. Conf. Smart Media and Applications (SMA2022), pp. 110-114, Saipan, USA, Oct. 2022. (BRL2/지역우수3/AI-Hub) (Best Paper Award)

     

  3. Kim Ngan Phan, Hong-Hai Nguyen, Van-Thong Huynh, Soo-Hyung Kim, "Facial Expression Classification using Fusion of Deep Neural Network in Video," Proc. CVPR Workshop and Competition on Affective Behavior Analysis in-the-wild (ABAW), pp. 2506-2510, June 2022. (BRL2/지역우수3/AI-Hub)

     

  4. Hong-Hai Nguyen, Van-Thong Huynh, Soo-Hyung Kim, "An Ensemble Approach for Facial Expression Analysis and Action Unit Detection in-the-wild Video," Proc. CVPR Workshop and Competition on Affective Behavior Analysis in-the-wild (ABAW), pp. 2511-2516, June 2022. (BRL2/지역우수3) ( Third Place )

     

  5. Hong-Hai Nguyen, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim and In-Seop Na, “Cognitive Load Classification Using Multimodal Transformer Encoder Fusion Combined with Gaussian Noise,” Proc. Int. Workshop on Frontiers of Computer Vision, pp. 481-488, Hiroshima, Japan, Feb. 2022. (BRL2/지역우수3)

     

  6. Nguyen Hong Hai, Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, "MAFCL: Multimodal Attention Fusion with Combined Loss for Sentiment Recognition in Stress-induced Circumstances," Proc. 2021 Int. Conf. Smart Media and Applications, Gunsan, Korea, pp. 16-19, Sep. 2021. (BRL2/지역우수3) (Best Paper Award)