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Search: "[ keyword: Deep Learning ]" (33)

1. 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
2. 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
3. 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
4. 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
5. Deep Learning Based Rescue Requesters Detection Algorithm for Physical Security in Disaster Sites

Da-hyeon Kim, Man-bok Park, Jun-ho Ahn, Vol. 23, No. 4, pp. 57-64, Aug. 2022
10.7472/jksii.2022.23.4.57
Keywords: Risk of building, Physical Security, Deep Learning, Disaster sites, Object Detection
6. A Comparison Study of RNN, CNN, and GAN Models in Sequential Recommendation

Ji Hyung Yoon, Jaewon Chung, Beakcheol Jang, Vol. 23, No. 4, pp. 21-33, Aug. 2022
10.7472/jksii.2022.23.4.21
Keywords: Recommender System, RNN, CNN, GAN, Deep Learning, sequence modeling
7. A Study on the Evaluation of Classification Performance by Capacity of Explosive Components using Convolution Neural Network (CNN)

Chang-Hyeon Lee, Sung-Yoon Cho, Ki-Won Kwon, Tae-Ho Im, Vol. 23, No. 4, pp. 11-19, Aug. 2022
10.7472/jksii.2022.23.4.11
Keywords: Deep Learning, explosive classification, abnormality detection system
8. Leision Detection in Chest X-ray Images based on Coreset of Patch Feature

Hyun-bin Kim, Jun-Chul Chun, Vol. 23, No. 3, pp. 35-45, Jun. 2022
10.7472/jksii.2022.23.3.35
Keywords: Anomaly Detection, X-Ray image, active learning, unsupervision, Deep Learning
9. Deep Learning-Based Prediction of the Quality of Multiple Concurrent Beams in mmWave Band

Jun-Hyeok Choi, Mun-Suk Kim, Vol. 23, No. 3, pp. 13-20, Jun. 2022
10.7472/jksii.2022.23.3.13
Keywords: mmWave, 802.11ay, beamforming, MU-MIMO, Deep Learning
10. Deep Neural Network-Based Critical Packet Inspection for Improving Traffic Steering in Software-Defined IoT

Prohim Tam, Sa Math, Seokhoon Kim, Vol. 22, No. 6, pp. 1-8, Dec. 2021
10.7472/jksii.2021.22.6.1
Keywords: Deep Learning, Deep Packet Inspection, Network Functions Virtualization, Software-Defined Networking, Traffic Steering

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