Digital Library


Search: "[ author: Nammee Moon ]" (3)
    Transformer Based Korean Emotion Recognition Model through Multi-domain Fusion
    Jinhwan Yang, Hyuksoon Choi, Nammee Moon, Jinah Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 6, pp. 459-467, Jun. 2025
    https://doi.org/10.3745/TKIPS.2025.14.6.459
    Keywords: Emotion Recognition, Domain Fusion, Transformer encoder, Information Compression, Audio Classification


    Self-Supervised Waste Image Classification Model Considering Intra-Class Diversity
    Hyuksoon Choi, Jinhwan Yang, Nammee Moon, Jinah Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 5, pp. 343-351, May. 2025
    https://doi.org/10.3745/TKIPS.2025.14.5.343
    Keywords: Self-Supervised Learning, Waste Classification, Reconstruction Learning, contrastive learning, representation learning


    A Study on Classification Models for Predicting Bankruptcy Based on XAI
    Jihong Kim, Nammee Moon KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 333-340, Aug. 2023
    https://doi.org/10.3745/KTSDE.2023.12.8.333  
    Keywords: Big data, Classification Model, Explainable AI, Bagging, Boosting, Ensemble