Digital Library

1. 331. The Study on the Implementation Approach of MLOps on Federated Learning System
   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
2. 332. Analysis of Abnormal Event Detection Research using Intelligent IoT Devices for Human Health Cares
   Do-hyeon Lee, Da-hyeon Kim, Jun-ho Ahn, Vol. 23, No. 2, pp. 37-44, Apr. 2022
   10.7472/jksii.2022.23.2.37
   Keywords: Intelligence, Emergency detection, IoT sensors, wearable device, Health cares
3. 333. A Study on Availabilities of Self-evaluation and Peer-evaluation of Team Activities in Computer Science Basic Classes
   Soosun Cho, Vol. 23, No. 2, pp. 107-114, Apr. 2022
   10.7472/jksii.2022.23.2.107
   Keywords: Self-evaluation, Peer-evaluation, Academic Achievement, Team-based Instruction, Computer Engineering Education
4. 334. A Study of Recommendation Systems for Supporting Command and Control (C2) Workflow
   Gyudong Park, Gi-Yoon Jeon, Mye Sohn, Jongmo Kim, Vol. 23, No. 1, pp. 125-134, Feb. 2022
   10.7472/jksii.2022.23.1.125
   Keywords: Command and Control(C2) system, Feature selection, Collaborative Filtering, Context-aware Recommendation System
5. 335. Concept and Construction Direction of Marine Digital Twin considering the Characteristics of Marine Information
   Tae-seok Choi, Yun-soo Choi, Jae-myeong Kim, Hyun-Ho Song, Byeong-heon Min, Sang-min Lee, Vol. 23, No. 1, pp. 39-47, Feb. 2022
   10.7472/jksii.2022.23.1.39
   Keywords: Maritime digital twin, Marine information, Marine spatial, Marine characteristics, Data construction
6. 336. Bidirectional LSTM based light-weighted malware detection modelusing Windows PE format binary data
   Kwang-Yun PARK, Soo-Jin LEE, Vol. 23, No. 1, pp. 87-93, Feb. 2022
   10.7472/jksii.2022.23.1.87
   Keywords: Bidirectional LSTM, Windows PE malware, Detection, EMBER2018
7. 337. A Study on Data Augmentation Methods for Improving the Performance of Machine Learning Models in Network Attack Detection
   Taesu Kim, Dongkyoo Shin, Dongil Shin, Vol. 26, No. 3, pp. 1-7, Jun. 2025
   10.7472/jksii.2025.26.3.1
   Keywords: Network intrusion detection, data augmentation
8. 338. Short-Term Forecasting of Photovoltaic Power Generation Using TimesNet: A Method of Transforming 1D Time Series Data into 2D Features
   Jung-Hyun Yang, Sang-uk Park, Vol. 25, No. 6, pp. 9-21, Dec. 2024
   10.7472/jksii.2024.25.6.9
   Keywords: TimesNet, solar power generation prediction, short-term prediction, Time Series Data, Energy Management, dimension transformation
9. 339. A Guide to Network Simulation Using the INET Framework for OMNeT++
   Sooyeon Park, Moonseong Kim, Vol. 25, No. 5, pp. 23-29, Oct. 2024
   10.7472/jksii.2024.25.5.23
   Keywords: OMNet++ (Objective Modular Network Testbed in C++), INET Framework, Simulation
10. 340. Exploring Data Augmentation Ratios for YOLO-Based Multi-Category Clothing Image Classification by Model Size
    Seyeon Park, Sunga Hwang, Beakcheol Jang, Vol. 25, No. 5, pp. 95-105, Oct. 2024
    10.7472/jksii.2024.25.5.95
    Keywords: clothing classification, Object Detection, color extraction, hyper-parameter fine-tuning, Image Augmentation