• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/

Digital Library


Search: "[ keyword: 머신러닝 ]" (14)
  1. 1. 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. 2. A Machine Learning-based Popularity Prediction Model for YouTube Mukbang Content
    Beomgeun Seo, Hanjun Lee, Vol. 24, No. 6, pp. 49-55, Dec. 2023
    10.7472/jksii.2023.24.6.49
    Keywords: Machine Learning, YouTube, Mukbang, Popularity Prediction, Predictive model
  3. 3. 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
  4. 4. Machine Learning-based hydrogen charging station energy demand prediction model
  5. 5. 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
  6. 6. 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
  7. 7. 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
  8. 8. 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
  9. 9. 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
  10. 10. 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