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Search: "[ keyword: 딥러닝 ]" (50)
    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


    Predicting the Future Price of Export Items in Trade Using a Deep Regression Model
    Kim Ji Hun, Lee Jee Hang KIPS Transactions on Software and Data Engineering, Vol. 11, No. 10, pp. 427-436, Oct. 2022
    https://doi.org/10.3745/KTSDE.2022.11.10.427
    Keywords: KOTRA, BigData, Ministry of Trade Industry and Energy, Deep Learning, Multi Layer Perception


    Deep Learning-Based Outlier Detection and Correction for 3D Pose Estimation
    Chan-Yang Ju, Ji-Sung Park, Dong-Ho Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 10, pp. 419-426, Oct. 2022
    https://doi.org/10.3745/KTSDE.2022.11.10.419
    Keywords: Human Pose Estimation, Pose Refinement, Deep Learning


    Sign Language Dataset Built from S. Korean Government Briefing
    Hohyun Sim, Horyeol Sung, Seungjae Lee, Hyeonjoong Cho KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 325-330, Aug. 2022
    https://doi.org/10.3745/KTSDE.2022.11.8.325
    Keywords: Sign Language Recognition, Sign Language Translation, Sign Language Segmentation, Sign Language Dataset, Deep Learning


    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


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