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Search: "[ keyword: Deep Learning ]" (44)
    Electric Power Demand Prediction Using Deep Learning Model with Temperature Data
    Hyoup-Sang Yoon, Seok-Bong Jeong KIPS Transactions on Software and Data Engineering, Vol. 11, No. 7, pp. 307-314, Jul. 2022
    https://doi.org/10.3745/KTSDE.2022.11.7.307
    Keywords: Electric Power Demand Prediction, Deep Learning, WaveNet, Temperature Data


    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


    Comparison of Korean Classification Models’ Korean Essay Score Range Prediction Performance
    Heeryon Cho, Hyeonyeol Im, Yumi Yi, Junwoo Cha KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 133-140, Mar. 2022
    https://doi.org/10.3745/KTSDE.2022.11.3.133
    Keywords: Deep Learning-Based Korean Language Model, KoBERT, KcBERT, KR-BERT, Document Classification


    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


    Temporal Fusion Transformers and Deep Learning Methodsfor Multi-Horizon Time Series Forecasting
    InKyung Kim, DaeHee Kim, Jaekoo Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 2, pp. 81-86, Feb. 2022
    https://doi.org/10.3745/KTSDE.2022.11.2.81
    Keywords: Time Series, Multi-variate Data Analysis, Multi-horizon Forecasting, Deep Learning, Neural Networks


    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