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Search: "[ keyword: Deep Learning ]" (65)
    Single Shot Detector for Detecting Clickable Object in Mobile Device Screen
    Min-Seok Jo, Hye-won Chun, Seong-Soo Han, Chang-Sung Jeong KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 29-34, Jan. 2022
    https://doi.org/10.3745/KTSDE.2022.11.1.29
    Keywords: Test Automation, Android Object Detection, Mobile Screen Detection, computer vision, Deep Learning


    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


    De Novo Drug Design Using Self-Attention Based Variational Autoencoder
    Piao Shengmin, Jonghwan Choi, Sangmin Seo, Kyeonghun Kim, Sanghyun Park KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 11-18, Jan. 2022
    https://doi.org/10.3745/KTSDE.2022.11.1.11  
    Keywords: De Novo Drug Design, SMILES, Deep Learning, self-attention, Variational AutoEncoder


    A Study on Facial Skin Disease Recognition Using Multi-Label Classification
    Chae Hyun Lim, Son Min Ji, Kim Myung Ho KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 555-560, Dec. 2021
    https://doi.org/10.3745/KTSDE.2021.10.12.555
    Keywords: Deep Learning, Multi-label classification, Skin Diseases


    A Study on the Deep Learning-Based Textbook Questionnaires Detection Experiment
    Kim Tae Jong, Han Tae In, Ji Su Park KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 513-520, Nov. 2021
    https://doi.org/10.3745/KTSDE.2021.10.11.513
    Keywords: Deep Learning, Textbook Questionnaires Detection Model, Detection Model, computer vision


    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


    Deep Learning Model Validation Method Based on Image Data Feature Coverage
    Chang-Nam Lim, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 9, pp. 375-384, Sep. 2021
    https://doi.org/10.3745/KTSDE.2021.10.9.375
    Keywords: Deep Learning, Coverage Testing, Image Feature Extraction, Validation Method, Dataset Splitting Method


    Deep Learning-Based Stock Fluctuation Prediction According to Overseas Indices and Trading Trend by Investors
    Tae Seung Kim, Soowon Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 9, pp. 367-374, Sep. 2021
    https://doi.org/10.3745/KTSDE.2021.10.9.367
    Keywords: Stock Price Fluctuation Prediction, Deep Learning, Overseas Indices, Trading Trends by Investor


    LSTM(Long Short-Term Memory)-Based AbnormalBehavior Recognition Using AlphaPose
    Hyun-Jae Bae, Gyu-Jin Jang, Young-Hun Kim, Jin-Pyung Kim KIPS Transactions on Software and Data Engineering, Vol. 10, No. 5, pp. 187-194, May. 2021
    https://doi.org/10.3745/KTSDE.2021.10.5.187  
    Keywords: Safety management, Action Recognition, Pose Estimation, LSTM, Deep Learning


    Deep Learning Models for Autonomous Crack Detection System
    Ji HongGeun, Kim Jina, Hwang Syjung, Kim Dogun, Park Eunil, Kim Young Seok, Ryu Seung Ki KIPS Transactions on Software and Data Engineering, Vol. 10, No. 5, pp. 161-168, May. 2021
    https://doi.org/10.3745/KTSDE.2021.10.5.161
    Keywords: Surface Inspection, Crack Detection, computer vision, Deep Learning


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