Digital Library


Search: "[ keyword: 기계학습 ]" (50)
    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


    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


    A Specification-Based Methodology for Data Collection in Artificial Intelligence System
    Donggi Kim, Byunggi Choi, Jaeho Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 479-488, Nov. 2022
    https://doi.org/10.3745/KTSDE.2022.11.11.479
    Keywords: Intelligence System, Machine Learning, Data Collection, Automation, Reusability


    Web Page Classification System based upon Ontology
    Jae Hyuk Choi , Hae Sung Seo , Sang Uk Noh , Kyung Hee Choi , Gi Hyun Jung The KIPS Transactions:PartB , Vol. 11, No. 6, pp. 723-734, Oct. 2004
    10.3745/KIPSTB.2004.11.6.723