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Search: "[ keyword: PRED ]" (109)
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://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: data center, Deep Learning, LSTM, Quality of Service, Server Management, traffic prediction
Learning Data Model Definition and Machine Learning Analysis for Data-Based Li-Ion Battery Performance Prediction
Byoungwook Kim, Ji Su Park, Hong-Jun Jang KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 3, pp. 133-140,
Mar.
2023
https://doi.org/10.3745/KTSDE.2023.12.3.133
Keywords: Lithium-ion battery, Battery Performance Prediction, Machine Learning, Learning Data Model
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Lithium-ion battery, Battery Performance Prediction, Machine Learning, Learning Data Model
Comparison of Machine Learning-Based Greenhouse VPD Prediction Models
Jang Kyeong Min, Lee Myeong Bae, Lim Jong Hyun, Oh Han Byeol, Shin Chang Sun, Park Jang Woo KIPS Transactions on Software and Data Engineering,
Vol. 12, No. 3, pp. 125-132,
Mar.
2023
https://doi.org/10.3745/KTSDE.2023.12.3.125
Keywords: Machine Learning, Vapor Pressure Deficit(VPD), Prediction Model, Smart Farm, Light Gradient Boosting Machine(LGBM), RandomForest
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Machine Learning, Vapor Pressure Deficit(VPD), Prediction Model, Smart Farm, Light Gradient Boosting Machine(LGBM), RandomForest
Predicting Unseen Object Pose with an Adaptive Depth Estimator
Sungho Song, Incheol Kim KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 12, pp. 509-516,
Dec.
2022
https://doi.org/10.3745/KTSDE.2022.11.12.509
Keywords: 3D Vision, Unknown Object, 6D Pose Prediction, depth estimation, deep neural network
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: 3D Vision, Unknown Object, 6D Pose Prediction, depth estimation, deep neural network
Boosting the Performance of the Predictive Model on the Imbalanced Dataset Using SVM Based Bagging and Out-of-Distribution Detection
Jong Hoon Kim, Hayoung Oh KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 11, pp. 455-464,
Nov.
2022
https://doi.org/10.3745/KTSDE.2022.11.11.455
Keywords: Imbalanced Dataset, Predictive Performance, Bagging, Out-of-Distribution(OoD) Detection
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Imbalanced Dataset, Predictive Performance, Bagging, Out-of-Distribution(OoD) Detection
Electric Power Demand Prediction Using Deep Learning Model with Temperature Data
Hyoup-Sang Yoon, Seok-Bong Jeong KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 7, pp. 307-314,
Jul.
2022
https://doi.org/10.3745/KTSDE.2022.11.7.307
Keywords: Electric Power Demand Prediction, Deep Learning, WaveNet, Temperature Data
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Electric Power Demand Prediction, Deep Learning, WaveNet, Temperature Data
Verifying Execution Prediction Model based on Learning Algorithm for Real-time Monitoring
Yoon Seok Jeong , Tae Wan Kim , Chun Hyon Chang The KIPS Transactions:PartA,
Vol. 11, No. 4, pp. 243-250,
Aug.
2004
10.3745/KIPSTA.2004.11.4.243
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Scalar First Replacement Strategy for Reference Prediction Table Used in Prefetching Streaming Data
Chul Hoo Lim , Young Suk Chon , Suk Il Kim , Joong Nam Jeon The KIPS Transactions:PartA,
Vol. 11, No. 3, pp. 163-172,
Jun.
2004
10.3745/KIPSTA.2004.11.3.163
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Effective Utilization of Domain Knowledge for Relational Reinforcement Learning
MinKyo Kang, InCheol Kim KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 3, pp. 141-148,
Mar.
2022
https://doi.org/10.3745/KTSDE.2022.11.3.141
Keywords: Relational Reinforcement Learning, Domain Knowledge, Policy, Logic Predicate, Generality, Interpretability
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Relational Reinforcement Learning, Domain Knowledge, Policy, Logic Predicate, Generality, Interpretability
Disease Prediction By Learning Clinical Concept Relations
Seung-Hyeon Jo, Kyung-Soon Lee KIPS Transactions on Software and Data Engineering,
Vol. 11, No. 1, pp. 35-40,
Jan.
2022
https://doi.org/10.3745/KTSDE.2022.11.1.35
Keywords: Cninical Decision Support, Clinical Concept Relation, Deep Learning, Disaese Prediction, Query Expansion
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Cninical Decision Support, Clinical Concept Relation, Deep Learning, Disaese Prediction, Query Expansion