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Search: "[ keyword: LSTM ]" (16)
    Photovoltaic Power Forecast and Strategic Maintenance Using Bi-directional LSTM with Multi-Regional Weather Data
    Hyung Keun Ahn, Sumi Yang, Neungsoo Park The Transactions of the Korea Information Processing Society, Vol. 14, No. 10, pp. 850-854, Oct. 2025
    https://doi.org/10.3745/TKIPS.2025.14.10.850
    Keywords: Photovoltaic power generation forecasting, multi-regional weather information, Bidirectional LSTM


    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


    Implementation of Virtual Touch Service Using Hand Gesture Recognition
    A-Ra Cho, Seung-Bae Yoo, Byeong-Hun Yun, Hyung-Ju Cho The Transactions of the Korea Information Processing Society, Vol. 13, No. 10, pp. 505-512, Oct. 2024
    https://doi.org/10.3745/TKIPS.2024.13.10.505
    Keywords: Camera-based Recognition, LSTM, MediaPipe, Contactless, Hand Gesture Recognition


    Sentiment Analysis of News Based on Generative AI and Real Estate Price Prediction: Application of LSTM and VAR Models
    Sua Kim, Mi Ju Kwon, Hyon Hee Kim The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 209-216, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.209
    Keywords: Generated AI, Prediction of Real Estate Price, News Sentiment Index, Multi-head Attention LSTM, Vetor Auto Regression


    Gear Fault Diagnosis Based on Residual Patterns of Current and Vibration Data by Collaborative Robot’s Motions Using LSTM
    Baek Ji Hoon, Yoo Dong Yeon, Lee Jung Won KIPS Transactions on Software and Data Engineering, Vol. 12, No. 10, pp. 445-454, Oct. 2023
    https://doi.org/10.3745/KTSDE.2023.12.10.445
    Keywords: Gear Fault Diagnosis, Correlation Analysis, LSTM, Collaborative Robot, Prognostics and Health Management


    Towards Carbon-Neutralization: Deep Learning-Based Server Management Method for Efficient Energy Operation in Data Centers
    Sang-Gyun Ma, Jaehyun Park, Yeong-Seok Seo KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 149-158, Apr. 2023
    https://doi.org/10.3745/KTSDE.2023.12.4.149  
    Keywords: data center, Deep Learning, LSTM, Quality of Service, Server Management, traffic prediction


    Comparison of Deep Learning Models Using Protein Sequence Data
    Jeung Min Lee, Hyun Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 245-254, Jun. 2022
    https://doi.org/10.3745/KTSDE.2022.11.6.245
    Keywords: CNN, LSTM, GRU, Combined Model, Protein Sequence


    Understanding the Association Between Cryptocurrency Price Predictive Performance and Input Features
    Jaehyun Park, Yeong-Seok Seo KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 19-28, Jan. 2022
    https://doi.org/10.3745/KTSDE.2022.11.1.19
    Keywords: LSTM, Deep Learning, Input Feature, Cryptocurrency, Price Prediction, Data Analysis


    Fall Detection Based on 2-Stacked Bi-LSTM and Human-Skeleton Keypoints of RGBD Camera
    Shin Byung Geun, Kim Uung Ho, Lee Sang Woo, Yang Jae Young, Kim Wongyum KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 491-500, Nov. 2021
    https://doi.org/10.3745/KTSDE.2021.10.11.491
    Keywords: Fall Detection, deep-learning, Skeleton Keypoints, Stacked Bi-LSTM


    Leased Line Traffic Prediction Using a Recurrent Deep Neural Network Model
    In-Gyu Lee, Mi-Hwa Song KIPS Transactions on Software and Data Engineering, Vol. 10, No. 10, pp. 391-398, Oct. 2021
    https://doi.org/10.3745/KTSDE.2021.10.10.391
    Keywords: Leased Line, Traffic Modeling, time series analysis, Deep Learning, RNN, LSTM


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