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Search: "[ keyword: Machine Learning ]" (64)
    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

    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

    A Learning Agent for Automatic Bookmark Classification
    In Cheol Kim, Soo Sun Cho The KIPS Transactions:PartB , Vol. 8, No. 5, pp. 455-462, Oct. 2001
    10.3745/KIPSTB.2001.8.5.455

    Machine Learning Approach for Pattern Analysis of Energy Consumption in Factory
    Jong Hoon Sung, Yeong Sik Cho KIPS Transactions on Computer and Communication Systems, Vol. 8, No. 4, pp. 87-92, Apr. 2019
    https://doi.org/10.3745/KTCCS.2019.8.4.87  
    Keywords: Factory Energy, power consumption, Machine Learning, Factory Energy Management System

    Distributed Processing System Design and Implementation for Feature Extraction from Large-Scale Malicious Code
    Hyunjong Lee, Seongyul Euh, Doosung Hwang KIPS Transactions on Computer and Communication Systems, Vol. 8, No. 2, pp. 35-40, Feb. 2019
    https://doi.org/10.3745/KTCCS.2019.8.2.35  
    Keywords: Distributed Processing System, Malware detection, feature extraction, Machine Learning

    A Study of User Behavior Recognition-Based PIN Entry Using Machine Learning Technique
    Changhun Jung, Zayabaatar Dagvatur, RhongHo Jang, DaeHun Nyang, KyungHee Lee KIPS Transactions on Computer and Communication Systems, Vol. 7, No. 5, pp. 127-136, May. 2018
    10.3745/KTCCS.2018.7.5.127
    Keywords: Smartphone, Authentication Protocol, User Behavior Recognition, Machine Learning, Pin

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