Digital Library


Search: "[ keyword: Unsupervised learning ]" (7)
    Improved Focused Sampling for Class Imbalance Problem
    Man Sun Kim , Hyung Jeong Yang , Soo Hyung Kim , Wooi Ping Cheah KIPS Transactions on Software and Data Engineering, Vol. 14, No. 4, pp. 287-294, Apr. 2007
    10.3745/KIPSTB.2007.14.4.287


    Traffic Attributes Correlation Mechanism based on Self-Organizing Maps for Real-Time Intrusion Detection
    Kyoung Ae Hwang , Ha Young Oh , Ji Young Lim , Ki Joon Chae , Jung Chan Nah KIPS Transactions on Software and Data Engineering, Vol. 12, No. 5, pp. 649-658, May. 2005
    10.3745/KIPSTC.2005.12.5.649


    Construction of Linearly Aliened Corpus Using Unsupervised Learning
    Kong Joo Lee , Jae Hoon Kim KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 387-394, Mar. 2004
    10.3745/KIPSTB.2004.11.3.387


    Network Intrusion Detection System Using Feature Extraction Based on AutoEncoder in IOT environment
    Joohwa Lee, Keehyun Park KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 483-490, Dec. 2019
    https://doi.org/10.3745/KTSDE.2019.8.12.483
    Keywords: NIDS, IoT, Unsupervised learning, Machine Learning, Autoencoder


    A Korean Language Stemmer based on Unsupervised Learning
    Se Hyeong Cho KIPS Transactions on Software and Data Engineering, Vol. 8, No. 6, pp. 675-684, Jun. 2001
    10.3745/KIPSTB.2001.8.6.675


    A Novel of Data Clustering Architecture for Outlier Detection to Electric Power Data Analysis
    Se Hoon Jung, Chang Sun Shin, Young Yun Cho, Jang Woo Park, Myung Hye Park, Young Hyun Kim, Seung Bae Lee, Chun Bo Sim KIPS Transactions on Software and Data Engineering, Vol. 6, No. 10, pp. 465-472, Oct. 2017
    10.3745/KTSDE.2017.6.10.465
    Keywords: Data Analysis, Electric Power, Unsupervised Learning, Outlier, PCA


    Unsupervised Learning Model for Fault Prediction Using Representative Clustering Algorithms
    Euy Seok Hong , Mi Kyeong Park KIPS Transactions on Software and Data Engineering, Vol. 3, No. 2, pp. 57-64, Feb. 2014
    10.3745/KTSDE.2014.3.2.57