Digital Library


Search: "[ keyword: Ensemble ]" (14)
    A Semi-supervised Dimension Reduction Method Using Ensemble
    Cheong Hee Park The KIPS Transactions:PartD, Vol. 19, No. 2, pp. 147-150, Apr. 2012
    10.3745/KIPSTD.2012.19.2.147


    Hybrid Genetic Algorithm for Classifier Ensemble Selection
    Young Won Kim , Il Seok Oh The KIPS Transactions:PartB , Vol. 14, No. 5, pp. 369-376, Oct. 2007
    10.3745/KIPSTB.2007.14.5.369


    Ensemble Learning of Region Based Classifiers
    Sung Ha Choi , Byung Woo Lee , Ji Hoon Yang The KIPS Transactions:PartB , Vol. 14, No. 4, pp. 303-310, Aug. 2007
    10.3745/KIPSTB.2007.14.4.303


    A Study on Classification Models for Predicting Bankruptcy Based on XAI
    Jihong Kim, Nammee Moon KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 333-340, Aug. 2023
    https://doi.org/10.3745/KTSDE.2023.12.8.333  
    Keywords: Big data, Classification Model, Explainable AI, Bagging, Boosting, Ensemble


    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


    Dynamic Web Information Predictive System Using Ensemble Support Vector Machine
    Chang Hee Park , Kyung Bae Yoon The KIPS Transactions:PartB , Vol. 11, No. 4, pp. 465-470, Aug. 2004
    10.3745/KIPSTB.2004.11.4.465


    Epileptic Seizure Detection Using CNN Ensemble Models Based on Overlapping Segments of EEG Signals
    Min-Ki Kim KIPS Transactions on Software and Data Engineering, Vol. 10, No. 12, pp. 587-594, Dec. 2021
    https://doi.org/10.3745/KTSDE.2021.10.12.587
    Keywords: Epileptic Seizure, EEG, CNN, Ensemble model


    A Modeling of Realtime Fuel Comsumption Prediction Using OBDII Data
    Hee-Eun Yang, Do-Hyun Kim, Hoseop Choe KIPS Transactions on Software and Data Engineering, Vol. 10, No. 2, pp. 57-64, Feb. 2021
    https://doi.org/10.3745/KTSDE.2021.10.2.57
    Keywords: Fuel Consumption, Prediction Model, Stacking Ensemble, Regression Model, OBDII


    Tor Network Website Fingerprinting Using Statistical-Based Feature and Ensemble Learning of Traffic Data
    Junho Kim, Wongyum Kim, Doosung Hwang KIPS Transactions on Software and Data Engineering, Vol. 9, No. 6, pp. 187-194, Jun. 2020
    https://doi.org/10.3745/KTSDE.2020.9.6.187
    Keywords: Anonymous Network, Traffic Collection, Website Fingerprinting, Ensemble Algorithm, Machine Learning


    Prediction of English Premier League Game Using an Ensemble Technique
    Yi Jae Hyun, Lee Soo Won KIPS Transactions on Software and Data Engineering, Vol. 9, No. 5, pp. 161-168, May. 2020
    https://doi.org/10.3745/KTSDE.2020.9.5.161
    Keywords: Machine Learning, Artificial intelligence, Sports Game Prediction, Ensemble Technique, Data Analysis