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Search: "[ keyword: 기계학습 ]" (51)
    Performance Improvement of Feature Selection Methods based on Bio-Inspired Algorithms
    Chul Mim Yun , Ji Hoon Yang The KIPS Transactions:PartB , Vol. 15, No. 4, pp. 331-340, Aug. 2008
    10.3745/KIPSTB.2008.15.4.331


    Efficient Learning and Classification for Vehicle Type using Moving Cast Shadow Elimination in Vehicle Surveillance Video
    Wook Sun Shin , Chang Hoon Lee The KIPS Transactions:PartB , Vol. 15, No. 1, pp. 1-8, Feb. 2008
    10.3745/KIPSTB.2008.15.1.1


    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


    Evaluating the Efficiency of Models for Predicting Seismic Building Damage
    Chae Song Hwa, Yujin Lim The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 217-220, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.217  
    Keywords: Earthquake, Earthquake Damage Prediction, Machine Learning(ml)


    Improving the Classification Accuracy Using Unlabeled Data: A Naive Bayesian Case
    Chang Hwan Lee The KIPS Transactions:PartB , Vol. 13, No. 4, pp. 457-462, Aug. 2006
    10.3745/KIPSTB.2006.13.4.457


    Accelerating the EM Algorithm through Selective Sampling for Naive Bayes Text Classifier
    Jae Young Chang , Han Joon Kim The KIPS Transactions:PartD, Vol. 13, No. 3, pp. 369-376, Jun. 2006
    10.3745/KIPSTD.2006.13.3.369


    Learning Rules for Identifying Hypernyms in Machine Readable Dictionaries
    Seon Hwa Choi , Hyuk Ro Park The KIPS Transactions:PartB , Vol. 13, No. 2, pp. 171-178, Apr. 2006
    10.3745/KIPSTB.2006.13.2.171


    Performance Improvement of Spam Filtering Using User Actions
    Jae Hoon Kim , Kang Min Kim The KIPS Transactions:PartB , Vol. 13, No. 2, pp. 163-170, Apr. 2006
    10.3745/KIPSTB.2006.13.2.163


    Performance Evaluation on the Learning Algorithm for Automatic Classification of Q&A Documents
    Choi Jung-Min, Lee Byoung-Soo The KIPS Transactions:PartD, Vol. 13, No. 1, pp. 133-138, Feb. 2006
    http://dx.doi.org/10.3745/KIPSTD.2006.13D.1.133
    Keywords: eCRM, Document Classification, Machine Learning


    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


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