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Search: "[ keyword: PRED ]" (109)
Prediction of Cryptocurrency Price Trend Using Gradient Boosting
Joo-Seong Heo, Do-Hyung Kwon, Ju-Bong Kim, Youn-Hee Han, Chae-Hun An KIPS Transactions on Software and Data Engineering,
Vol. 7, No. 10, pp. 387-396,
Oct.
2018
10.3745/KTSDE.2018.7.10.387
Keywords: Price Prediction, Cryptocurrency, Machine Learning, Supervised Learning, Gradient Boosting
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Price Prediction, Cryptocurrency, Machine Learning, Supervised Learning, Gradient Boosting
Mortality Prediction of Older Adults Admitted to the Emergency Department
Junhyeok Park, Songwook Lee KIPS Transactions on Software and Data Engineering,
Vol. 7, No. 7, pp. 275-280,
Jul.
2018
10.3745/KTSDE.2018.7.7.275
Keywords: Mortality Prediction, Support Vector Machine, Artificial neural network, Deep Learning
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Mortality Prediction, Support Vector Machine, Artificial neural network, Deep Learning
A Comparative Study on Similarity Measure Techniques for Cross-Project Defect Prediction
Duksan Ryu, Jongmoon Baik KIPS Transactions on Software and Data Engineering,
Vol. 7, No. 6, pp. 205-220,
Jun.
2018
10.3745/KTSDE.2018.7.6.205
Keywords: Cross-Project Defect Prediction, Similarity Measure, Outlier Detection
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Cross-Project Defect Prediction, Similarity Measure, Outlier Detection
Effective Harmony Search-Based Optimization of Cost-Sensitive Boosting for Improving the Performance of Cross-Project Defect Prediction
Duksan Ryu, Jongmoon Baik KIPS Transactions on Software and Data Engineering,
Vol. 7, No. 3, pp. 77-90,
Mar.
2018
10.3745/KTSDE.2018.7.3.77
Keywords: Cost-Sensitive Boosting, Cross-Project Defect Prediction, Harmony Search, Search-Based Software Engineering, Transfer Learning
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Cost-Sensitive Boosting, Cross-Project Defect Prediction, Harmony Search, Search-Based Software Engineering, Transfer Learning
Indoor Air Condition Measurement and Regression Analysis System Through Sensor Measurement Device and Gated Recurrent Unit
Jaehyun Ahn, Dongil Shin, Kyuho Kim, Jihoon Yang KIPS Transactions on Software and Data Engineering,
Vol. 6, No. 9, pp. 457-464,
Sep.
2017
10.3745/KTSDE.2017.6.9.457
Keywords: Atmospheric Observation System, Time Series Prediction, Long-Short Term Memory(LSTM), Circuit Type Circulation Unit(GRU)
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Atmospheric Observation System, Time Series Prediction, Long-Short Term Memory(LSTM), Circuit Type Circulation Unit(GRU)
Competition Analysis to Improve the Performance of Movie Box-Office Prediction
Guijia He, Soowon Lee KIPS Transactions on Software and Data Engineering,
Vol. 6, No. 9, pp. 437-444,
Sep.
2017
10.3745/KTSDE.2017.6.9.437
Keywords: Movie Box-Office, Box-Office Prediction, Performance Improvement, Competition Analysis, Competition Prediction
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Movie Box-Office, Box-Office Prediction, Performance Improvement, Competition Analysis, Competition Prediction
Health Examination Data Based Medical Treatment Prediction by Using SVM
Minghao Piao, Jeong-Yong Byun KIPS Transactions on Software and Data Engineering,
Vol. 6, No. 6, pp. 303-308,
Jun.
2017
10.3745/KTSDE.2017.6.6.303
Keywords: Health Examination Data, Medical Treatment Prediction, Data Mining
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Health Examination Data, Medical Treatment Prediction, Data Mining
An Efficient Angular Space Partitioning Based Skyline Query Processing Using Sampling-Based Pruning
Woosung Choi, Minseok Kim, Gromyko Diana, Jaehwa Chung, Soonyong Jung KIPS Transactions on Software and Data Engineering,
Vol. 6, No. 1, pp. 1-8,
Jan.
2017
10.3745/KTSDE.2017.6.1.1
Keywords: Skyline Computation, MapReduce, Pruning, Data Sampling
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Skyline Computation, MapReduce, Pruning, Data Sampling
Development of a Simulation Prediction System Using Statistical Machine Learning Techniques
Ki Yong Lee, YoonJae Shin, YeonJeong Choe, SeonJeong Kim, Young-Kyoon Suh, Jeong Hwan Sa, JongSuk Luth Lee, Kum Won Cho KIPS Transactions on Software and Data Engineering,
Vol. 5, No. 11, pp. 593-606,
Nov.
2016
10.3745/KTSDE.2016.5.11.593
Keywords: Simulation, Simulation Result Prediction, Statistical Machine Learning
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Simulation, Simulation Result Prediction, Statistical Machine Learning
MRSPAKE : A Web-Scale Spatial Knowledge Extractor Using Hadoop MapReduce
Seok-Jun Lee, In-Cheol Kim KIPS Transactions on Software and Data Engineering,
Vol. 5, No. 11, pp. 569-584,
Nov.
2016
10.3745/KTSDE.2016.5.11.569
Keywords: Spatial Knowledge Extraction, Topological Relation, Directional Relation
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Spatial Knowledge Extraction, Topological Relation, Directional Relation