Digital Library


Search: "[ keyword: Classification ]" (98)
    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

    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

    A Machine Learning Approach to Web Image Classification
    Soo Sun Cho , Dong Woo Lee , Dong Won Han , Chi Jung Hwang The KIPS Transactions:PartB , Vol. 9, No. 6, pp. 759-764, Dec. 2002
    10.3745/KIPSTB.2002.9.6.759