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Search: "[ keyword: prediction ]" (84)
    Transformer-based Short-term Drought Prediction with Feature Selection
    Seo Jae Hyun The Transactions of the Korea Information Processing Society, Vol. 14, No. 4, pp. 282-288, Apr. 2025
    https://doi.org/10.3745/TKIPS.2025.14.4.282
    Keywords: Short-term Drought Prediction, Deep Learning, Machine Learning, Feature selection


    Solar Power Generation Forecasting using a Hybrid LSTM-Linear Model with Multi-Head Attention
    Hyeonseok Jin, David J. Richter, MD Ilias Bappi, Kyungbaek Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 123-133, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.123  
    Keywords: Solar Power Prediction, Power generation, prediction, Time Series, Deep Learning


    Development of a Model for Predicting the Severity of Traffic Accidents and Analysis of Accident Factors based on Machine Learning
    Kim Jung Hyuk, Cho Nam Wook The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 72-81, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.72
    Keywords: Machine Learning, Big data, Traffic Accident, Severity Prediction, Accident Factors


    Pedestrian Road-Crossing Prediction and Safety Enhancement Using Fine-tuned VideoLLaMA2
    Sung Hun Kim, Je-Seok Ham, Jinyoung Moon The Transactions of the Korea Information Processing Society, Vol. 14, No. 1, pp. 32-40, Jan. 2025
    https://doi.org/10.3745/TKIPS.2025.14.1.32
    Keywords: Pedestrian Road-Crossing Prediction, Pedestrian Safety, Multimodal Large Language Model, VideoLLaMA2, Fine-Tuning


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