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    A Study on Improving Performance of Software Requirements Classification Models by Handling Imbalanced Data
    Jong-Woo Choi, Young-Jun Lee, Chae-Gyun Lim, Ho-Jin Choi KIPS Transactions on Software and Data Engineering, Vol. 12, No. 7, pp. 295-302, Jul. 2023
    https://doi.org/10.3745/KTSDE.2023.12.7.295  
    Keywords: Requirements Classification, Imbalanced Data, data augmentation, Undersampling, BERT


    Context-Dependent Video Data Augmentation for Human Instance Segmentation
    HyunJin Chun, JongHun Lee, InCheol Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 5, pp. 217-228, May. 2023
    https://doi.org/10.3745/KTSDE.2023.12.5.217  
    Keywords: Drama Video, Human Instance Segmentation, Class Imbalance, Video Data Augmentation, Spatio-temporal Context


    Quality Visualization of Quality Metric Indicators based on Table Normalization of Static Code Building Information
    Chansol Park, So Young Moon, R Young Chul Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 5, pp. 199-206, May. 2023
    https://doi.org/10.3745/KTSDE.2023.12.5.199
    Keywords: software engineering, Database Normalization, Code Metrics, Static Analysis, Software Visualization


    Human-Object Interaction Detection Data Augmentation Using Image Concatenation
    Sang-Baek Lee, Kyu-Chul Lee KIPS Transactions on Software and Data Engineering, Vol. 12, No. 2, pp. 91-98, Feb. 2023
    https://doi.org/10.3745/KTSDE.2023.12.2.91
    Keywords: Human-object Interaction Detection, data augmentation, image processing, Object Detection


    A Thoracic Spine Segmentation Technique for Automatic Extraction of VHS and Cobb Angle from X-ray Images
    Ye-Eun Lee, Seung-Hwa Han, Dong-Gyu Lee, Ho-Joon Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 1, pp. 51-58, Jan. 2023
    https://doi.org/10.3745/KTSDE.2023.12.1.51
    Keywords: Medical Image Processing, Cobb Angle, Image Segmentation, Thoracic Spine Segmentation


    A Mobility Service for the Transportation Vulnerable Based on MyData
    Choi Hee Seok, Lee Seok Hyoung, Park Moon Soo KIPS Transactions on Software and Data Engineering, Vol. 12, No. 1, pp. 31-40, Jan. 2023
    https://doi.org/10.3745/KTSDE.2023.12.1.31
    Keywords: Mydata, Transportation Vulnerable, Mobility Service, Mobility Right, Transportation Welfare


    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


    The Development of Biodegradable Fiber Tensile Tenacity and Elongation Prediction Model Considering Data Imbalance and Measurement Error
    Se-Chan Park, Deok-Yeop Kim, Kang-Bok Seo, Woo-Jin Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 12, pp. 489-498, Dec. 2022
    https://doi.org/10.3745/KTSDE.2022.11.12.489
    Keywords: Data Imbalance, Outlier Handling, data augmentation, Tensile Tenacity and Tensile Elongation, Biodegradable Fiber(PLA)


    SAAnnot-C3Pap: Ground Truth Collection Technique of Playing Posture Using Semi Automatic Annotation Method
    So-Hyun Park, Seo-Yeon Kim, Young-Ho Park KIPS Transactions on Software and Data Engineering, Vol. 11, No. 10, pp. 409-418, Oct. 2022
    https://doi.org/10.3745/KTSDE.2022.11.10.409
    Keywords: Playing Posture, Ground-Truth, Semi-Automatic Annotation Method, Artificial intelligence, computer vision


    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