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Search: "[ keyword: Machine Learning ]" (46)
    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

    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

    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

    Improvement of Accuracy of Decision Tree By Reprocessing
    Lee Gye Seong The KIPS Transactions:PartB , Vol. 10, No. 6, pp. 593-598, Oct. 2003
    10.3745/KIPSTB.2003.10.6.593

    A Study of using Emotional Features for Information Retrieval Systems
    Kim Myeong Gwan , Bak Yeong Taeg The KIPS Transactions:PartB , Vol. 10, No. 6, pp. 579-586, Oct. 2003
    10.3745/KIPSTB.2003.10.6.579

    Research about feature selection that use heuristic function
    Seok Mi Hong , Kyung Sook Jung , Tae Choong Chung The KIPS Transactions:PartB , Vol. 10, No. 3, pp. 281-286, Jun. 2003
    10.3745/KIPSTB.2003.10.3.281

    A Comparative Study of Machine Learning Algorithms Based on Tensorflow for Data Prediction
    Qalab E. Abbas, Sung-Bong Jang KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 3, pp. 71-80, Mar. 2021
    https://doi.org/10.3745/KTCCS.2021.10.3.71
    Keywords: Artificial Neural Network Algorithm, Machine Learning, Data Prediction, Learning Performance Comparison

    Construction of Artificial Intelligence Training Platform for Multi-Center Clinical Research
    Lee Chung-Sub, Kim Ji-Eon, No Si-Hyeong, Kim Tae-Hoon, Yoon Kwon-Ha, Jeong Chang-Won KIPS Transactions on Computer and Communication Systems, Vol. 9, No. 10, pp. 239-246, Oct. 2020
    https://doi.org/10.3745/KTCCS.2020.9.10.239
    Keywords: DICOM, Radiology_CDM, Medical Bigdata, Artificial Intelligence Training Platform, Machine Learning

    Design of Adaptive Electronic Commerce Agents Using Machine Learning Techniques
    Hey Jung Baek , Young Tack Park The KIPS Transactions:PartB , Vol. 9, No. 6, pp. 775-782, Dec. 2002
    10.3745/KIPSTB.2002.9.6.775

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