Digital Library
Search: "[ keyword: data augmentation ]" (6)
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
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
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)
Evaluation of Sentimental Texts Automatically Generated by a Generative Adversarial Network
Cheon-Young Park, Yong-Seok Choi, Kong Joo Lee KIPS Transactions on Software and Data Engineering,
Vol. 8, No. 6, pp. 257-264,
Jun.
2019
10.3745/KTSDE.2019.8.6.257
Keywords: Generative Adversarial Network (GAN), data augmentation, Sentimental Text, Sentiment Classifier
10.3745/KTSDE.2019.8.6.257
Keywords: Generative Adversarial Network (GAN), data augmentation, Sentimental Text, Sentiment Classifier
Indexing
All publications of KTSDE is indexed in DOI, EBSCO, Google Scholar, Crossref, and CrossCheck.
KTSDE is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).
