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Search: "[ keyword: Learning-based ]" (3)
    A Study on Machine Learning -based River Water Level Prediction Model for Flood Prevention
    DeokHyun You, Heesun Roh, Suyeon Lim, Seongbok Baik, Yong-Geun Hong The Transactions of the Korea Information Processing Society, Vol. 14, No. 6, pp. 431-450, Jun. 2025
    https://doi.org/10.3745/TKIPS.2025.14.6.431
    Keywords: River Water Level Prediction, Flood Prediction, Machine Learning-based Predcition Models


    Improving the Performance of Lifelong Language Learning via Skip Connection and Data Augmentation
    Ji Yeon Park, Rhan Ha The Transactions of the Korea Information Processing Society, Vol. 14, No. 4, pp. 231-238, Apr. 2025
    https://doi.org/10.3745/TKIPS.2025.14.4.231
    Keywords: Multi path, Skip Connection, data augmentation, Learning-based, resource management


    Comparison of Korean Classification Models’ Korean Essay Score Range Prediction Performance
    Heeryon Cho, Hyeonyeol Im, Yumi Yi, Junwoo Cha KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 133-140, Mar. 2022
    https://doi.org/10.3745/KTSDE.2022.11.3.133
    Keywords: Deep Learning-Based Korean Language Model, KoBERT, KcBERT, KR-BERT, Document Classification