• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/
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Search: "[ keyword: Machine Learning ]" (45)
  1. 1. Multi-Variate Tabular Data Processing and Visualization Scheme for Machine Learning based Analysis: A Case Study using Titanic Dataset
    Juhyoung Sung, Kiwon Kwon, Kyoungwon Park, Byoungchul Song, Vol. 25, No. 4, pp. 121-130, Aug. 2024
    10.7472/jksii.2024.25.4.121
    Keywords: data processing, Data visualization, Kaggle, Machine Learning, statistical analysis, Tabular data, Titanic dataset
  2. 2. Generating Data and Applying Machine Learning Methods for Music Genre Classification
    Bit-Chan Eom, Dong-Hwi Cho, Choon-Sung Nam, Vol. 25, No. 4, pp. 57-64, Aug. 2024
    10.7472/jksii.2024.25.4.57
    Keywords: Music genre classification, Machine Learning, Music feature extraction, GTZAN, Support Vector Machine
  3. 3. Comparative Study of User Reactions in OTT Service Platforms Using Text Mining
    Soonchan Kwon, Jieun Kim, Beakcheol Jang, Vol. 25, No. 3, pp. 43-54, Jun. 2024
    10.7472/jksii.2024.25.3.43
    Keywords: OTT Services, Machine Learning, Text Mining, topic modeling, BERTopic, Deep Learning
  4. 4. A Study on Machine Learning-Based Real-Time Gesture Classification Using EMG Data
    Ha-Je Park, Hee-Young Yang, So-Jin Choi, Dae-Yeon Kim, Choon-Sung Nam, Vol. 25, No. 2, pp. 57-67, Apr. 2024
    10.7472/jksii.2024.25.2.57
    Keywords: EMG, Machine Learning, Real time gestuer classification, EMG data preprocessing
  5. 5. Research of PPI prediction model based on POST-TAVR ECG
    InSeo Song, SeMo Yang, KangYoon Lee, Vol. 25, No. 2, pp. 29-38, Apr. 2024
    10.7472/jksii.2024.25.2.29
    Keywords: Machine Learning, Transcatheter Aortic Valve Replacement(TAVR), Permanent Pacemaker Implantation(PPI)
  6. 6. Research on BGP dataset analysis and CyCOP visualization methods
    Jae-yeong Jeong, Kook-jin Kim, Han-sol Park, Ji-soo Jang, Dong-il Shin, Dong-kyoo Shin, Vol. 25, No. 1, pp. 177-188, Feb. 2024
    10.7472/jksii.2024.25.1.177
    Keywords: BGP, CyCOP Framework, Machine Learning, Cyber 3 Layer, Anomaly Detection
  7. 7. 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
  8. 8. 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
  9. 9. 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
  10. 10. 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

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