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Search: "[ keyword: prediction ]" (71)
    A Node2Vec-Based Gene Expression Image Representation Method for Effectively Predicting Cancer Prognosis
    Jonghwan Choi, Sanghyun Park KIPS Transactions on Software and Data Engineering, Vol. 8, No. 10, pp. 397-402, Oct. 2019
    10.3745/KTSDE.2019.8.10.397  
    Keywords: Bioinformatics, Gene Expression, Node2Vec, Cancer Prognostic Prediction, Personalized Medicine


    A Stock Price Prediction Based on Recurrent Convolution Neural Network with Weighted Loss Function
    HyunJin Kim, Yeon Sung Jung KIPS Transactions on Software and Data Engineering, Vol. 8, No. 3, pp. 123-128, Mar. 2019
    https://doi.org/10.3745/KTSDE.2019.8.3.123
    Keywords: Artificial intelligence, Recurrent Convolution Neural Network, Stock Price Prediction, Weighted Loss Function


    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


    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


    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


    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


    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)


    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


    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


    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


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