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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
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
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
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
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
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
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
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)
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
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
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