International Journals
H Ryu, C-B Sohn*, and D-Y Kim*. "Latent Mamba-DQN: Improving Temporal Dependency Modeling in Deep Q-Learning via Selective State Summarization." Applied Sciences, 2025 <link> (SCIE, IF 2.5, Q2)
M. Park, B. Um, S-H. Park, D-Y.Kim*, "Exploring the Feasibility of Deep Learning for Predicting Lignin GC-MS Analysis Results Using TGA and FT-IR", in Polymers, 2025, 17, 806,
<link> (SCIE, IF 4.7, Q1)D.H Kim, K.R. Lee, D.S. Lim, K.H, Lee, J.S Lee D.-Y. Kim*, C,-B, Sohn, "A novel hybrid CNN-transformer model for arrhythmia detection without R-peak idenrification using stockwell transform", in Nature Scientific Reports.2025, <link> (SCIE, IF 3.8, Q1)
E. Goh, D. -Y. Kim, K. Lee, S. Oh, J. -E. Chae and D. -Y. Kim*, "Blockchain-Enabled Federated Learning: A Reference Architecture Design, Implementation, and Verification," in IEEE Access, vol. 11, pp. 145747-145762, 2023. <link> (SCIE, IF 3.9, Q2)
D.-Y. Kim, E. Goh, K. Lee, J. Chae, J. Mun, J. Na, C.-B. Sohn, and D.-Y. Kim*, "Remote Bio-sensing: Open source benchmark framework for fair evaluation of rPPG," preprint available at arXiv preprint arXiv:2307.12644, Jul. 2023. <link> (Preprint)
D.-Y. Kim; S.-Y. Cho, K. Lee*, and C.-B. Sohn*. A Study of Projection-Based Attentive Spatial–Temporal Map for Remote Photoplethysmography Measurement. Bioengineering 2022, 9, 638. <link> (SCIE, IF 4.6, Q2)
D-Y Kim, K Lee*, C-B Sohn*. Assessment of ROI Selection for Facial Video-Based rPPG. Sensors. 2021; 21(23):7923. <link> (SCIE, IF 3.847,Q1)
H An, D-Y Kim, K Lee*, N Moon*. MovieDIRec: Drafted-Input-Based Recommendation System for Movies. Applied Sciences. 2021; 11(21):10412. <link> (SCIE, IF 2.838,Q2)
S-Y Cho, D-Y Kim,S-Y Oh,C-B Sohn*. Reducing System Load of Effective Video Using a Network Model. Applied Sciences. 2021; 11(20):9665 <link> (SCIE, IF 2.838,Q2)
Y Jeong , J Kim, D-Y Kim, J Kim, K Lee*. Methods for Improving Deep Learning-Based Cardiac Auscultation Accuracy: Data Augmentation and Data Generalization". Applied Sciences. 2021; 11(10):4544 <link> (SCIE, IF 2.838,Q2)
E. Goh., D-Y Kim., S. Oh, & C. B. Sohn* Automatic effect generation method for 4D films". International Journal of Computing and Digital Systems, 2020, 9(2), 281-288. <link> (SCOPUS)
S. Cho., D-Y Kim, Kim, C., K. Y. Jeong, & C. B.Sohn* . 360-degree video traffic reduction using cloud streaming in mobile. Wireless Personal Communications, 2019, 105, 635-654. (SCIE)
D-Y Kim, TT Sung, S. Cho. G. Lee, C.B. Sohn* . A single predominant recognition of plyphonic music using CNN-based timbre analysis. International Journal of Engineering & Technology, 2018 (SCOPUS)
S. Cho, S. yoo, D-Y Kim, C.B. Sohn*. Generative Adversarial Network-Based Face Recognition Dataset Generation. International Journal of Applied Engineering Research, 2018 (SCOPUS)
TT Sung, D-Y Kim, SJ Park, C.B.Sohn*. Dropout acts as auxiliary exploration, International Journal of Applied Engineering Research, 2018(SCOPUS)