Digital Library
Search: "[ keyword: 딥러닝 ]" (57)
Research on ITB Contract Terms Classification Model for Risk Management in EPC Projects: Deep Learning-Based PLM Ensemble Techniques
Hyunsang Lee, Wonseok Lee, Bogeun Jo, Heejun Lee, Sangjin Oh, Sangwoo You, Maru Nam, Hyunsik Lee KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 11, pp. 471-480,
Nov.
2023
https://doi.org/10.3745/KTSDE.2023.12.11.471
Keywords: EPC Projects, ITB Documents, Deep Learning, PLM, ELECTRA
https://doi.org/10.3745/KTSDE.2023.12.11.471
Keywords: EPC Projects, ITB Documents, Deep Learning, PLM, ELECTRA
A Study on Korean Speech Animation Generation Employing Deep Learning
Suk Chan Kang, Dong Ju Kim KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 10, pp. 461-470,
Oct.
2023
https://doi.org/10.3745/KTSDE.2023.12.10.461
Keywords: Speech animation, Deep Learning, Viseme, Co-articulation, Blendshape
https://doi.org/10.3745/KTSDE.2023.12.10.461
Keywords: Speech animation, Deep Learning, Viseme, Co-articulation, Blendshape
Deep Learning-Based Dynamic Scheduling with Multi-Agents Supporting Scalability in Edge Computing Environments
JongBeom Lim KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 9, pp. 399-406,
Sep.
2023
https://doi.org/10.3745/KTSDE.2023.12.9.399
Keywords: Dynamic Scheduling, Deep Learning, Cloud computing, Edge Cloud, Multi-agent
https://doi.org/10.3745/KTSDE.2023.12.9.399
Keywords: Dynamic Scheduling, Deep Learning, Cloud computing, Edge Cloud, Multi-agent
Predicting the Number of Confirmed COVID-19 Cases Using Deep Learning Models with Search Term Frequency Data
Sungwook Jung KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 9, pp. 387-398,
Sep.
2023
https://doi.org/10.3745/KTSDE.2023.12.9.387
Keywords: Deep Learning Algorithms, Number of Confirmed COVID-19 Cases, Search Term Frequency Data, Time-Series Data
https://doi.org/10.3745/KTSDE.2023.12.9.387
Keywords: Deep Learning Algorithms, Number of Confirmed COVID-19 Cases, Search Term Frequency Data, Time-Series Data
A Study on Peak Load Prediction Using TCN Deep Learning Model
Lee Jung Il KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 6, pp. 251-258,
Jun.
2023
https://doi.org/10.3745/KTSDE.2023.12.6.251
Keywords: Peak Load Prediction, Artificial neural network, Deep Learning, Hyper Parameter Optimization
https://doi.org/10.3745/KTSDE.2023.12.6.251
Keywords: Peak Load Prediction, Artificial neural network, Deep Learning, Hyper Parameter Optimization
Development of Medical Image Quality Assessment Tool Based on Chest X-ray
Gi-Hyeon Nam, Dong-Yeon Yoo, Yang-Gon Kim, Joo-Sung Sun, Jung-Won Lee KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 6, pp. 243-250,
Jun.
2023
https://doi.org/10.3745/KTSDE.2023.12.6.243
Keywords: Chest X-ray, quality assessment, Deep Learning, Machine Learning
https://doi.org/10.3745/KTSDE.2023.12.6.243
Keywords: Chest X-ray, quality assessment, Deep Learning, Machine Learning
Quadruped Robot for Walking on the Uneven Terrain and Object Detection using Deep Learning
Myeong Suk Pak, Seong Min Han, Sang Hoon Kim KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 5, pp. 237-242,
May.
2023
https://doi.org/10.3745/KTSDE.2023.12.5.237
Keywords: Quadruped Robot, Deep Learning, Object Detection, Walking Robo
https://doi.org/10.3745/KTSDE.2023.12.5.237
Keywords: Quadruped Robot, Deep Learning, Object Detection, Walking Robo
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
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
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
https://doi.org/10.3745/KTSDE.2022.11.12.517
Keywords: data augmentation, occlusion, Human Pose Estimation, Deep Learning
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).
