Digital Library
Search: "[ keyword: 학습 ]" (67)
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11. Efficient distributed consensus optimization based on patterns and groups for federated learningSeung Ju Kang, Ji Young Chun, Geontae Noh, Ik Rae Jeong, Vol. 23, No. 4, pp. 73-85, Aug. 2022
10.7472/jksii.2022.23.4.73
Keywords: Federated learning, Optimization, Weight model, Communication time, Privacy, ADMM -
Seung-hoo Hong, KangYoon Lee, Vol. 23, No. 3, pp. 97-110, Jun. 2022
10.7472/jksii.2022.23.3.97
Keywords: federated-learning, Framework, Open Source, effective development environment, MLOps -
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 -
Changhee Han, Jong-Hwan Kim, Jinho Cha, Jongkwan Lee, Yunyoung Jung, Jinseon Park, Youngtaek Kim, Youngchan Kim, Jeeseung Ha, Kanguk Lee, Yoonsung Kim, Sungwan Bang, Vol. 23, No. 1, pp. 77-86, Feb. 2022
10.7472/jksii.2022.23.1.77
Keywords: Command Control, Surveillance, Artificial intelligence, C4I, Machine Learning & Training, Radar -
15. Multi-source information integration framework using self-supervised learning-based language modelHanmin Kim, Jeongbin Lee, Gyudong Park, Mye Sohn, Vol. 22, No. 6, pp. 141-150, Dec. 2021
10.7472/jksii.2021.22.6.141
Keywords: Self-Supervised Learning, Language Model, similar relationship between sentences, Multi-source information integration -
Do Yeong Jeon, Myeong Ho Song, Soo Dong Kim, Vol. 22, No. 4, pp. 13-28, Aug. 2021
10.7472/jksii.2021.22.4.13
Keywords: Reinforcement Learning (RL), Advanced RL, Formal Model, Design Methods, and Advanced Navigator System -
Young-jeon Lee, Myung-Mook Han, Vol. 22, No. 2, pp. 1-9, Apr. 2021
10.7472/jksii.2021.22.2.1
Keywords: Variant Malware, Malware classification, Variational AutoEncoder, Tranfer Learning, Ensemble learning -
Chayoung Kim, Seohee Park, Woosik Lee, Vol. 21, No. 5, pp. 1-7, Oct. 2020
10.7472/jksii.2020.21.5.1
Keywords: Deep Q-Network, Temporal Difference, Monte Carlo, Reinforcement Learning, Variation and Bias Balance -
Gyun Heo, Vol. 21, No. 4, pp. 77-85, Aug. 2020
10.7472/jksii.2020.21.4.77
Keywords: longitudinal data analysis, usage of educational media, use for learning, use for information, use for game -
Changhee Han, Kyuyong Shin, Sunghun Choi, Sangwoo Moon, Chihoon Lee, Jong-kwan Lee, Vol. 21, No. 1, pp. 237-246, Feb. 2020
10.7472/jksii.2020.21.1.237
Keywords: Command&Control, decision-making, Artificial Intelligence System, C4I, Machine Learning & Training