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Search: "[ keyword: Transfer Learning ]" (8)
    A Study on Classifying Automotive Pedal Dashcam Images Using Transfer Learning
    JongBeom Lim, HeeSeok Choi The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 104-112, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.104
    Keywords: Image Classification, Transfer Learning, Artificial intelligence, Sudden Acceleration Incidents


    Prediction Remaining Useful Life of Aircraft Turbofans Using Transfer Learning Based CNN-LSTM
    Kim Jeong Min, Kang Hyeon Woo, Cho Young Ki, Kwon Gi Hyuk, An Seo Yeon, Kim Hun Kee The Transactions of the Korea Information Processing Society, Vol. 13, No. 12, pp. 700-709, Dec. 2024
    https://doi.org/10.3745/TKIPS.2024.13.12.700
    Keywords: Prognostics and Health Management, Remaining useful life prediction, CNN-LSTM, Transfer Learning, C-MAPSS Dataset


    A Study on the Optimization of Fire Awareness Model Based on Convolutional Neural Network: Layer Importance Evaluation-Based Approach
    Won Jin, Mi-Hwa Song The Transactions of the Korea Information Processing Society, Vol. 13, No. 9, pp. 444-452, Sep. 2024
    https://doi.org/10.3745/TKIPS.2024.13.9.444
    Keywords: Layer Importance Evaluation, transfer learning model, CNN Optimization, Real-Time Fire Detection, Contribution


    Korean Ironic Expression Detector
    Seung Ju Bang, Yo-Han Park, Jee Eun Kim, Kong Joo Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 3, pp. 148-155, Mar. 2024
    https://doi.org/10.3745/TKIPS.2024.13.3.148  
    Keywords: Irony Detection, KoBERT, ChatGPT, Transfer Learning, MultiTask Learning


    A Study on Leakage Detection Technique Using Transfer Learning-Based Feature Fusion
    YuJin Han, Tae-Jin Park, Jonghyuk Lee, Ji-Hoon Bae The Transactions of the Korea Information Processing Society, Vol. 13, No. 2, pp. 41-47, Feb. 2024
    https://doi.org/10.3745/TKIPS.2024.13.2.41
    Keywords: Pipe Leak Detection, Deep Learning, 1D CNN, feature fusion, Transfer Learning


    Korean Morphological Analysis Method Based on BERT-Fused Transformer Model
    Changjae Lee, Dongyul Ra KIPS Transactions on Software and Data Engineering, Vol. 11, No. 4, pp. 169-178, Apr. 2022
    https://doi.org/10.3745/KTSDE.2022.11.4.169  
    Keywords: Natural Language Processing, Morphological Analysis, Transfer Learning, Transformer, BERT-fused Model


    Bayesian Optimization Framework for Improved Cross-Version Defect Prediction
    Jeongwhan Choi, Duksan Ryu KIPS Transactions on Software and Data Engineering, Vol. 10, No. 9, pp. 339-348, Sep. 2021
    https://doi.org/10.3745/KTSDE.2021.10.9.339
    Keywords: Software Defect Prediction, Bayesian Optimization, Transfer Learning, Cross-Version Defect Prediction


    Effective Harmony Search-Based Optimization of Cost-Sensitive Boosting for Improving the Performance of Cross-Project Defect Prediction
    Duksan Ryu, Jongmoon Baik KIPS Transactions on Software and Data Engineering, Vol. 7, No. 3, pp. 77-90, Mar. 2018
    10.3745/KTSDE.2018.7.3.77
    Keywords: Cost-Sensitive Boosting, Cross-Project Defect Prediction, Harmony Search, Search-Based Software Engineering, Transfer Learning


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