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Search: "[ keyword: Learning ]" (258)
    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


    A Specification-Based Methodology for Data Collection in Artificial Intelligence System
    Donggi Kim, Byunggi Choi, Jaeho Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 479-488, Nov. 2022
    https://doi.org/10.3745/KTSDE.2022.11.11.479
    Keywords: Intelligence System, Machine Learning, Data Collection, Automation, Reusability


    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


    Development of Mobile Application Prototype Inducing Learner’s Attention
    Kyoung Eui Roh, Chan Haeng Lee, Ji Su Park, Jin Gon Shon KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 391-398, Sep. 2022
    https://doi.org/10.3745/KTSDE.2022.11.9.391
    Keywords: Learner’s Attention, Learning Effect, Learner’s Emotion, Non face-to-face class, application


    Grasping a Target Object in Clutter with an Anthropomorphic Robot Hand via RGB-D Vision Intelligence, Target Path Planning and Deep Reinforcement Learning
    Ga Hyeon Ryu, Ji-Heon Oh, Jin Gyun Jeong, Hwanseok Jung, Jin Hyuk Lee, Patricio Rivera Lopez, Tae-Seong Kim KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 363-370, Sep. 2022
    https://doi.org/10.3745/KTSDE.2022.11.9.363  
    Keywords: Anthropomorphic Robot Hand, Reinforcement Learning, Path Planning, Object Detection


    Forest Change Detection Service Based on Artificial Intelligence Learning Data
    Hankun Chung, Jong-in Kim, Sun Young Ko, Seunggi Chai, Youngtae Shin KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 347-354, Aug. 2022
    https://doi.org/10.3745/KTSDE.2022.11.8.347
    Keywords: Artificial intelligence, Learning Data, Forest Tree Species, Forest Change Detection, Aerial Photographs


    Explainable Photovoltaic Power Forecasting Scheme Using BiLSTM
    Sungwoo Park, Seungmin Jung, Jaeuk Moon, Eenjun Hwang KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 339-346, Aug. 2022
    https://doi.org/10.3745/KTSDE.2022.11.8.339
    Keywords: Smart Grid, Photovoltaic Power Forecasting, Deep Learning, Explainable Artificial Intelligence


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