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Search: "[ keyword: Classification ]" (101)
    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

    Dynamic Web Information Predictive System Using Ensemble Support Vector Machine
    Chang Hee Park , Kyung Bae Yoon The KIPS Transactions:PartB , Vol. 11, No. 4, pp. 465-470, Aug. 2004
    10.3745/KIPSTB.2004.11.4.465

    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

    Energy Minimization Model for Pattern Classification of the Movement Tracks
    Jin Sook Kang , Jin Sook Kim , Eui Young Cha The KIPS Transactions:PartB , Vol. 11, No. 3, pp. 281-288, Jun. 2004
    10.3745/KIPSTB.2004.11.3.281

    A Study on the Classification for Satellite Images using Hybrid Method
    Jeon Yeong Jun , Kim Jin Il The KIPS Transactions:PartB , Vol. 11, No. 2, pp. 159-168, Apr. 2004
    10.3745/KIPSTB.2004.11.2.159

    Design and Implementation of Web Mail Filtering Agent for Personalized Classification
    Jeong Og Lan , Jo Dong Seob The KIPS Transactions:PartB , Vol. 10, No. 7, pp. 853-862, Dec. 2003
    10.3745/KIPSTB.2003.10.7.853

    Fingerprint Classification Based On the Entropy of Ridges
    Park Chang Hui , Yun Gyeong Bae , Go Chang Bae The KIPS Transactions:PartB , Vol. 10, No. 5, pp. 497-502, Aug. 2003
    10.3745/KIPSTB.2003.10.5.497

    A Study on Improvement of Contents Classification System in Wireless Internet
    Lee Myeong Seob , Kim Byeong Gi The KIPS Transactions:PartA, Vol. 10, No. 4, pp. 419-424, Oct. 2003
    10.3745/KIPSTA.2003.10.4.419

    Collection and Extraction Algorithm of Field Associated Terms
    Samuel Sang Kon Lee , Wan Kwon Lee The KIPS Transactions:PartB , Vol. 10, No. 3, pp. 347-358, Jun. 2003
    10.3745/KIPSTB.2003.10.3.347

    Warning Classification Method Based On Artificial Neural Network Using Topics of Source Code
    Jung-Been Lee KIPS Transactions on Computer and Communication Systems, Vol. 9, No. 11, pp. 273-280, Nov. 2020
    https://doi.org/10.3745/KTCCS.2020.9.11.273
    Keywords: software engineering, Static Analysis, Warning Classification, Artificial neural network, topic modeling

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