Digital Library

1. 141. Multi-Variate Tabular Data Processing and Visualization Scheme for Machine Learning based Analysis: A Case Study using Titanic Dataset
   Juhyoung Sung, Kiwon Kwon, Kyoungwon Park, Byoungchul Song, Vol. 25, No. 4, pp. 121-130, Aug. 2024
   10.7472/jksii.2024.25.4.121
   Keywords: data processing, Data visualization, Kaggle, Machine Learning, statistical analysis, Tabular data, Titanic dataset
2. 142. Data Efficient Image Classification for Retinal Disease Diagnosis
   Honggu Kang, Huigyu Yang, Moonseong Kim, Hyunseung Choo, Vol. 25, No. 3, pp. 19-25, Jun. 2024
   10.7472/jksii.2024.25.3.19
   Keywords: Ocular disease diagnosis and classification, CFI, CNN, Deep Learning, Artificial intelligence
3. 143. A Methodology for Making Military Surveillance System to be Intelligent Applied by AI Model
   Changhee Han, Halim Ku, Pokki Park, Vol. 24, No. 4, pp. 57-64, Aug. 2023
   10.7472/jksii.2023.24.4.57
   Keywords: Artificial Intelligence System, object tracking, Surveillance system, Machine Learning/Training, User Interface
4. 144. Next-Generation Chatbots for Adaptive Learning: A proposed Framework
   Harim Jeong, Joo Hun Yoo, Oakyoung Han, Vol. 24, No. 4, pp. 37-45, Aug. 2023
   10.7472/jksii.2023.24.4.37
   Keywords: Adaptive learning, Learning Attributes, ChatGPT, educational technology, Human-Computer Interaction Analysis
5. 145. Comparative Study of Keyword Extraction Models in Biomedical Domain
   Donghee Lee, Soonchan Kwon, Beakcheol Jang, Vol. 24, No. 4, pp. 77-84, Aug. 2023
   10.7472/jksii.2023.24.4.77
   Keywords: Keyword Extraction, NLP, deeplearning, Biomedicine
6. 146. 3D Medical Image Data Augmentation for CT Image Segmentation
   Seonghyeon Ko, Huigyu Yang, Moonseong Kim, Hyunseung Choo, Vol. 24, No. 4, pp. 85-92, Aug. 2023
   10.7472/jksii.2023.24.4.85
   Keywords: Rib fracture segmentation, data augmentation, Deep Learning, Artificial intelligence
7. 147. Design of Computer Science and Engineering Courses based on Flipped Learning through Integrating Lectures and Team Activities
   Sihyung Lee, Vol. 24, No. 4, pp. 117-125, Aug. 2023
   10.7472/jksii.2023.24.4.117
   Keywords: Flipped Learning, Computer Science and Engineering Education, Teaching Method, Prior Learning
8. 148. DFLM(Deeplearning facial landmark model) for facial emotion classification
   Yi-na Jeong, Yong-bo Sim, Su-rak Son, Vol. 24, No. 3, pp. 43-50, Jun. 2023
   10.7472/jksii.2023.24.3.43
   Keywords: facial landmark, deeplearning, facial emotion classification
9. 149. Improving the Accuracy of Additive Manufacturing Processes with a Deep Learning Prediction Model
   Oakyoung Han, Vol. 24, No. 3, pp. 99-106, Jun. 2023
   10.7472/jksii.2023.24.3.99
   Keywords: 3D Printing, Additive manufacturing, Deep Learning, voxelization, adaptive histogram equalization
10. 150. Enhancing Service Availability in Multi-Access Edge Computing with Deep Q-Learning
    Lusungu Josh Mwasinga, Syed Muhammad Raza, Duc-Tai Le, Moonseong Kim, Hyunseung Choo, Vol. 24, No. 2, pp. 1-10, Apr. 2023
    10.7472/jksii.2023.24.2.1
    Keywords: Edge Computing, Service Mobility, Service Availability, Beyond 5G, Deep Reinforcement Learning