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21. 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
22. 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
23. Deep Prediction of Stock Prices with K-Means Clustered Data Augmentation

Kyounghoon Han, Huigyu Yang, Hyunseung Choo, Vol. 24, No. 2, pp. 67-74, Apr. 2023
10.7472/jksii.2023.24.2.67
Keywords: Stock Price Prediction, clustering, data augmentation, Deep Learning, Artificial intelligence
24. Machine Learning-based hydrogen charging station energy demand prediction model

MinWoo Hwang, Yerim Ha, Sanguk Park, Vol. 24, No. 2, pp. 47-56, Apr. 2023
10.7472/jksii.2023.24.2.47
Keywords: Smart hydrogen energy, carbon neutrality, energy demand forecasting, Machine Learning, hydrogen charging station
25. 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
26. A Method for Region-Specific Anomaly Detection on Patch-wise Segmented PA Chest Radiograph

Hyun-bin Kim, Jun-Chul Chun, Vol. 24, No. 1, pp. 49-59, Feb. 2023
10.7472/jksii.2023.24.1.49
Keywords: Anomaly Detection, Chest Radiograph, computer vision, Semi-supervised learning, Image Feature Modeling
27. Personal Driving Style based ADAS Customization using Machine Learning for Public Driving Safety

Giyoung Hwang, Dongjun Jung, Yunyeong Goh, Jong-Moon Chung, Vol. 24, No. 1, pp. 39-47, Feb. 2023
10.7472/jksii.2023.24.1.39
Keywords: autonomous vehicles, ADAS, Machine Learning, SVM, LSTM, GRU, Public Driving Safety
28. Cyberattack Goal Classification Based on MITRE ATT&CK: CIA Labeling

Chan Ho Shin, Chang-hee Choi, Vol. 23, No. 6, pp. 15-26, Dec. 2022
10.7472/jksii.2022.23.6.15
Keywords: Labeling, Machine Learning, Deep Learning, MITRE ATT&CK, TTP, CIA triad
29. A Study on the Effect of Characteristics of Online Streaming Course on Learning Satisfaction and Recommendation Intention

LiuCun Zhu, HuiJun Yang, Xuejin Jiang, HaSung Hwang, Vol. 23, No. 5, pp. 59-68, Oct. 2022
10.7472/jksii.2022.23.5.59
Keywords: Online streaming class, Learning Satisfaction, Interest, interactivity, Social presence
30. Modified Deep Reinforcement Learning Agent for Dynamic Resource Placement in IoT Network Slicing

Seyha Ros, Prohim Tam, Seokhoon Kim, Vol. 23, No. 5, pp. 17-23, Oct. 2022
10.7472/jksii.2022.23.5.17
Keywords: Deep Reinforcement Learning, Network Slicing, Software-Defined Networking, Network Functions Virtualization, Edge Computing

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