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Search: "[ keyword: Machine Learning ]" (57)
    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

    An analysis of Speech Acts for Korean Using Support Vector Machines
    Jong Min En , Song Wook Lee , Jung Yun Seo The KIPS Transactions:PartB , Vol. 12, No. 3, pp. 365-368, Jun. 2005
    10.3745/KIPSTB.2005.12.3.365

    Imbalanced Data Improvement Techniques Based on SMOTE and Light GBM
    Young-Jin Han, In-Whee Joe KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 12, pp. 445-452, Dec. 2022
    https://doi.org/10.3745/KTCCS.2022.11.12.445
    Keywords: Machine Learning, Scaling, SMOTE, Light GBM, Imbalanced Classification

    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

    Learning Multidimensional Sequential Patterns Using Hellinger Entropy Function
    Chang Hwan Lee The KIPS Transactions:PartB , Vol. 11, No. 4, pp. 477-484, Aug. 2004
    10.3745/KIPSTB.2004.11.4.477

    Classification of Service Types using Website Fingerprinting in Anonymous Encrypted Communication Networks
    Dongyoung Koo KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 4, pp. 127-132, Apr. 2022
    https://doi.org/10.3745/KTCCS.2022.11.4.127
    Keywords: TOR Network, Machine Learning, Website Fingerprinting, Service Types, Classification

    Adaptive Strategy Game Engine Using Non-monotonic Reasoning and Inductive Machine Learning
    Kim Je Min , Park Yeong Taeg The KIPS Transactions:PartB , Vol. 11, No. 1, pp. 83-90, Feb. 2004
    10.3745/KIPSTB.2004.11.1.83

    Development of Web Service for Liver Cirrhosis Diagnosis Based on Machine Learning
    Noh Si-Hyeong, Kim Ji-Eon, Lee Chungsub, Kim Tae-Hoon, Kim KyungWon, Yoon Kwon-Ha, Jeong Chang-Won KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 10, pp. 285-290, Oct. 2021
    https://doi.org/10.3745/KTCCS.2021.10.10.285
    Keywords: DICOM, Medical Bigdata, Artificial Intelligence Training Platform, Machine Learning, Deep Learning

    A Study on the Method of Differentiating Between Elderly Walking and Non-Senior Walking Using Machine Learning Models
    Ga Young Kim, Su Hwan Jeong, Soo Hyeon Eom, Seong Won Jang, So Yeon Lee, Sangil Cho KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 9, pp. 251-260, Sep. 2021
    https://doi.org/10.3745/KTCCS.2021.10.9.251
    Keywords: Gait Analysis, Machine Learning, Supervised Learning, Neural Network Models

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