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Search: "[ keyword: 딥러닝 ]" (64)
    Predicting the Number of Confirmed COVID-19 Cases Using Deep Learning Models with Search Term Frequency Data
    Sungwook Jung KIPS Transactions on Software and Data Engineering, Vol. 12, No. 9, pp. 387-398, Sep. 2023
    https://doi.org/10.3745/KTSDE.2023.12.9.387
    Keywords: Deep Learning Algorithms, Number of Confirmed COVID-19 Cases, Search Term Frequency Data, Time-Series Data


    A Study on Peak Load Prediction Using TCN Deep Learning Model
    Lee Jung Il KIPS Transactions on Software and Data Engineering, Vol. 12, No. 6, pp. 251-258, Jun. 2023
    https://doi.org/10.3745/KTSDE.2023.12.6.251
    Keywords: Peak Load Prediction, Artificial neural network, Deep Learning, Hyper Parameter Optimization


    Development of Medical Image Quality Assessment Tool Based on Chest X-ray
    Gi-Hyeon Nam, Dong-Yeon Yoo, Yang-Gon Kim, Joo-Sung Sun, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 12, No. 6, pp. 243-250, Jun. 2023
    https://doi.org/10.3745/KTSDE.2023.12.6.243
    Keywords: Chest X-ray, quality assessment, Deep Learning, Machine Learning


    Quadruped Robot for Walking on the Uneven Terrain and Object Detection using Deep Learning
    Myeong Suk Pak, Seong Min Han, Sang Hoon Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 5, pp. 237-242, May. 2023
    https://doi.org/10.3745/KTSDE.2023.12.5.237
    Keywords: Quadruped Robot, Deep Learning, Object Detection, Walking Robo


    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


    The Application Methods of FarmMap Reading in Agricultural Land Using Deep Learning
    Wee Seong Seung, Jung Nam Su, Lee Won Suk, Shin Yong Tae KIPS Transactions on Software and Data Engineering, Vol. 12, No. 2, pp. 77-82, Feb. 2023
    https://doi.org/10.3745/KTSDE.2023.12.2.77
    Keywords: Deep Learning, Agricultural Land, FarmMap, Aviation Image


    Semantic Occlusion Augmentation for Effective Human Pose Estimation
    Hyun-Jae Bae, Jin-Pyung Kim, Jee-Hyong Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 12, pp. 517-524, Dec. 2022
    https://doi.org/10.3745/KTSDE.2022.11.12.517  
    Keywords: data augmentation, occlusion, Human Pose Estimation, Deep Learning


    CKFont2: An Improved Few-Shot Hangul Font Generation Model Based on Hangul Composability
    Jangkyoung Park, Ammar Ul Hassan, Jaeyoung Choi KIPS Transactions on Software and Data Engineering, Vol. 11, No. 12, pp. 499-508, Dec. 2022
    https://doi.org/10.3745/KTSDE.2022.11.12.499  
    Keywords: Deep Learning, Few-shot, Initial/Middle/Final Components, CKFont, Korean 14 Characters


    Learning Source Code Context with Feature-Wise Linear Modulation to Support Online Judge System
    Kyeong-Seok Hyun, Woosung Choi, Jaehwa Chung KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 473-478, Nov. 2022
    https://doi.org/10.3745/KTSDE.2022.11.11.473
    Keywords: Deep Learing, GRU, FiLM, Online Judge


    Exploiting Korean Language Model to Improve Korean Voice Phishing Detection
    Milandu Keith Moussavou Boussougou, Dong-Joo Park KIPS Transactions on Software and Data Engineering, Vol. 11, No. 10, pp. 437-446, Oct. 2022
    https://doi.org/10.3745/KTSDE.2022.11.10.437
    Keywords: KoBERT, NLP, Text Classification, Machine Learning, Deep Learning


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