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Search: "[ keyword: 딥러닝 ]" (50)
    Design of Robot Arm for Service Using Deep Learning and Sensors
    Myeong Suk Pak, Kyu Tae Kim, Mo Se Koo, Young Jun Ko, Sang Hoon Kim KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 221-228, May. 2022
    https://doi.org/10.3745/KTSDE.2022.11.5.221
    Keywords: Robot Arm, Deep Learning, Inverse Kinematics, Force Sensor


    A Study on Tire Surface Defect Detection Method Using Depth Image
    Hyun Suk Kim, Dong Beom Ko, Won Gok Lee, You Suk Bae KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 211-220, May. 2022
    https://doi.org/10.3745/KTSDE.2022.11.5.211
    Keywords: Tire Defect Detection, Depth Image, Deep Learning, computer vision, image processing


    Deep Learning-Based Model for Classification of Medical Record Types in EEG Report
    Kyoungsu Oh, Min Kang, Seok-hwan Kang, Young-ho Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 203-210, May. 2022
    https://doi.org/10.3745/KTSDE.2022.11.5.203
    Keywords: Deep Learning, EEG Report Classification, Natural Language Processing


    An Input Transformation with MFCCs and CNN Learning Based Robust Bearing Fault Diagnosis Method for Various Working Conditions
    Yangjin Seo KIPS Transactions on Software and Data Engineering, Vol. 11, No. 4, pp. 179-188, Apr. 2022
    https://doi.org/10.3745/KTSDE.2022.11.4.179
    Keywords: Bearing Fault Diagnosis, Deep Learning, Distribution Difference, MFCCs, CNN


    Image-Based Application Testing Method Using Faster D2-Net for Identification of the Same Image
    Chun Hye-Won, Jo Min-Seok, Han Sung-Soo, Jeong Chang-Sung KIPS Transactions on Software and Data Engineering, Vol. 11, No. 2, pp. 87-92, Feb. 2022
    https://doi.org/10.3745/KTSDE.2022.11.2.87
    Keywords: Application Test, Deep Learning, Image matching, Feature matching, Image Compare


    Disease Prediction By Learning Clinical Concept Relations
    Seung-Hyeon Jo, Kyung-Soon Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 1, pp. 35-40, Jan. 2022
    https://doi.org/10.3745/KTSDE.2022.11.1.35
    Keywords: Cninical Decision Support, Clinical Concept Relation, Deep Learning, Disaese Prediction, Query Expansion


    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


    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


    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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KTSDE is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).

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