Digital Library
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, Apr. 2023
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
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
Building Sentence Meaning Identification Dataset Based on Social Problem-Solving R&D Reports
Hyeonho Shin, Seonki Jeong, Hong-Woo Chun, Lee-Nam Kwon, Jae-Min Lee, Kanghee Park, Sung-Pil Choi
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 159-172, Apr. 2023
https://doi.org/10.3745/KTSDE.2023.12.4.159
Keywords: Social Problem-Solving Research, Natural Language Process, Data Building, pre-trained language model
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 159-172, Apr. 2023
https://doi.org/10.3745/KTSDE.2023.12.4.159
Keywords: Social Problem-Solving Research, Natural Language Process, Data Building, pre-trained language model
Ensemble Learning-Based Prediction of Good Sellers in Overseas Sales of Domestic Books and Keyword Analysis of Reviews of the Good Sellers
Do Young Kim, Na Yeon Kim, Hyon Hee Kim
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 173-178, Apr. 2023
https://doi.org/10.3745/KTSDE.2023.12.4.173
Keywords: Ensemble learning, Good Seller Prediction, Book Review Analysis, Text Mining, Keyword Analysis
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 173-178, Apr. 2023
https://doi.org/10.3745/KTSDE.2023.12.4.173
Keywords: Ensemble learning, Good Seller Prediction, Book Review Analysis, Text Mining, Keyword Analysis
Fake News Detection Using CNN-based Sentiment Change Patterns
Tae Won Lee, Ji Su Park, Jin Gon Shon
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 179-188, Apr. 2023
https://doi.org/10.3745/KTSDE.2023.12.4.179
Keywords: Convolutional neural networks, Sentiment Change Patterns, fake news
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 179-188, Apr. 2023
https://doi.org/10.3745/KTSDE.2023.12.4.179
Keywords: Convolutional neural networks, Sentiment Change Patterns, fake news
Threat Situation Determination System Through AWS-Based Behavior and Object Recognition
Ye-Young Kim, Su-Hyun Jeong, So-Hyun Park, Young-Ho Park
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 189-198, Apr. 2023
https://doi.org/10.3745/KTSDE.2023.12.4.189
Keywords: Danger Situation Determination, AWS-based, object recognition, Behavior Recognition
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 4, pp. 189-198, Apr. 2023
https://doi.org/10.3745/KTSDE.2023.12.4.189
Keywords: Danger Situation Determination, AWS-based, object recognition, Behavior Recognition