Digital Library

1. 11. A Research on Adversarial Example-based Passive Air Defense Method against Object Detectable AI Drone
   Simun Yuk, Hweerang Park, Taisuk Suh, Youngho Cho, Vol. 24, No. 6, pp. 119-125, Dec. 2023
   10.7472/jksii.2023.24.6.119
   Keywords: object detectable drone, AI drone, Adversarial machine learning, swarm drone, air defense, base defense
2. 12. A Study on Efficient AI Model Drift Detection Methods for MLOps
   Ye-eun Lee, Tae-jin Lee, Vol. 24, No. 5, pp. 17-27, Oct. 2023
   10.7472/jksii.2023.24.5.17
   Keywords: Artificail Inteligence, Machine Learning Model, Drift Detection, XAI, MLOps
3. 13. 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
4. 14. 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. 15. A study on machine learning-based defense system proposal through web shell collection and analysis
   Ki-hwan Kim, Yong-tae Shin, Vol. 23, No. 4, pp. 87-94, Aug. 2022
   10.7472/jksii.2022.23.4.87
   Keywords: Web Service, WebShell attack, Machine Learning, WebShell collection and analysis, Defense System
6. 16. An Accurate Cryptocurrency Price Forecasting using Reverse Walk-Forward Validation
   Hyun Ahn, Baekcheol Jang, Vol. 23, No. 4, pp. 45-55, Aug. 2022
   10.7472/jksii.2022.23.4.45
   Keywords: Cryptocurrency, Price Prediction, Machine Learning
7. 17. Exploring the Predictive Variables of Government Statistical Indicators on Retail sales Using Machine Learning: Focusing on Pharmacy
   Gwang-Su Lee, Vol. 23, No. 3, pp. 125-135, Jun. 2022
   10.7472/jksii.2022.23.3.125
   Keywords: Machine Learning, Random Forest, XGBoost, LightGBM, CatBoost, Government Statistical Indicators
8. 18. Machine Learning based Firm Value Prediction Model: using Online Firm Reviews
   Hanjun Lee, Dongwon Shin, Hee-Eun Kim, Vol. 22, No. 5, pp. 79-86, Oct. 2021
   10.7472/jksii.2021.22.5.79
   Keywords: Firm value, Machine Learning, Online Review, Firm review, Jobplanet
9. 19. A Noise-Tolerant Hierarchical Image Classification System based on Autoencoder Models
   Jong-kwan Lee, Vol. 22, No. 1, pp. 23-30, Feb. 2021
   10.7472/jksii.2021.22.1.23
   Keywords: Image Classification, Deep Learning, Machine Learning, Autoencoder, noise
10. 20. Prediction of infectious diseases using multiple web data and LSTM
    Yeongha Kim, Inhwan Kim, Beakcheol Jang, Vol. 21, No. 5, pp. 139-148, Oct. 2020
    10.7472/jksii.2020.21.5.139
    Keywords: Machine Learning, Predict infectious diseases, Web data, LSTM