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CatBoost-Based Network Intrusion Detection on Imbalanced CIC-IDS-2018 Dataset
Alikhanov Jumabek SeungSam Yang YoungTae Noh
Vol. 46, No. 12, pp. 2191-2197, Dec. 2021
10.7840/kics.2021.46.12.2191
Vol. 46, No. 12, pp. 2191-2197, Dec. 2021
![](https://d2kjln74dkk4oj.cloudfront.net/img/ft_doi.png)
Design and Implementation of Aquaponics Monitoring System on Cloud-Computing
Oh-Seok Yang Hong-Ro Lee Jeong-Wook Heo Jae-Su Lee Tae-Hyun Kim
Hyun-Jong Kim Dong-Hyeok Im Jeong-Hyun Baek
Vol. 46, No. 11, pp. 2100-2107, Nov. 2021
10.7840/kics.2021.46.11.2100
Hyun-Jong Kim Dong-Hyeok Im Jeong-Hyun Baek
Vol. 46, No. 11, pp. 2100-2107, Nov. 2021
![](https://d2kjln74dkk4oj.cloudfront.net/img/ft_doi.png)
Implementation of Federated Learning Using Probabilistic Sampling Techniques Based on Data Distribution Estimation to Solve Statistical Heterogeneity Problems
Seon Uk Kim Hyeonsu Lee Junil Bang Sung Eon Hong Hwa Jong Kim
Vol. 46, No. 11, pp. 1941-1949, Nov. 2021
10.7840/kics.2021.46.11.1941
Vol. 46, No. 11, pp. 1941-1949, Nov. 2021
![](https://d2kjln74dkk4oj.cloudfront.net/img/ft_doi.png)
Container Based Cloud Data Accessibility Improvement Method Using REST-API Based Third Party Transmission
Sang-kwon Lee Woo-jin Seok Jung-hoon Moon Won-taek Hong Ki-hyeon Kim
Chun-yong Kim Young-hoon Goo
Vol. 46, No. 10, pp. 1709-1718, Oct. 2021
10.7840/kics.2021.46.10.1709
Chun-yong Kim Young-hoon Goo
Vol. 46, No. 10, pp. 1709-1718, Oct. 2021
![](https://d2kjln74dkk4oj.cloudfront.net/img/ft_doi.png)
A Survey on Parallel Deep Learning
JinYi Yoon JiHo Lee Nayoung Han HyungJune Lee
Vol. 46, No. 10, pp. 1604-1617, Oct. 2021
10.7840/kics.2021.46.10.1604
Vol. 46, No. 10, pp. 1604-1617, Oct. 2021
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