Digital Library

1. 41. Small-cell Resource Partitioning Allocation for Machine-Type Communications in 5G HetNets
   Ilhak Ban, Se-Jin Kim, Vol. 24, No. 5, pp. 1-7, Oct. 2023
   10.7472/jksii.2023.24.5.1
   Keywords: 5G, Heterogeneous Network, Small-cell, Machine-type communications device, Cell Range Expansion, Resource Partitioning Allocation
2. 42. 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. 43. Demand Forecasting Model for Bike Relocation of Sharing Stations
   Yoosin Kim, Vol. 24, No. 5, pp. 107-120, Oct. 2023
   10.7472/jksii.2023.24.5.107
   Keywords: Bike Sharing, relocation, demand forecasting, Machine Learning
4. 44. 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. 45. 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. 46. 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. 47. 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. 48. A Lightweight Software-Defined Routing Scheme for 5G URLLC in Bottleneck Networks
   Sa Math, Prohim Tam, Seokhoon Kim, Vol. 23, No. 2, pp. 1-7, Apr. 2022
   10.7472/jksii.2022.23.2.1
   Keywords: Internet of Things, Quality of Service, Machine Learning, Mobile Edge Computing, Software-Defined Networking
9. 49. A Methodology of AI Learning Model Construction for Intelligent Coastal Surveillance
   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
10. 50. 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