Digital Library

Search: "[ keyword: Machine Learning ]" (54)
    Development of an AutoML Web Platform for Text Classification Automation
    Ha-Yoon Song, Jeon-Seong Kang, Beom-Joon Park, Junyoung Kim, Kwang-Woo Jeon, Junwon Yoon, Hyun-Joon Chung The Transactions of the Korea Information Processing Society, Vol. 13, No. 10, pp. 537-544, Oct. 2024
    https://doi.org/10.3745/TKIPS.2024.13.10.537
    Keywords: Text Classification, Automated Machine Learning (AutoML), web platform, Natural Language Processing, H2O

    Detection of Abnormal CAN Messages Using Periodicity and Time Series Analysis
    Se-Rin Kim, Ji-Hyun Sung, Beom-Heon Youn, Harksu Cho The Transactions of the Korea Information Processing Society, Vol. 13, No. 9, pp. 395-403, Sep. 2024
    https://doi.org/10.3745/TKIPS.2024.13.9.395  
    Keywords: CAN, GRU, Anomaly Detection, Time Series, Machine Learning

    A Distinction Technology for Harmful Web Documents by Rates
    Young Soo Kim , Taek Yong Nam , Dong Ho Won The KIPS Transactions:PartC, Vol. 13, No. 7, pp. 859-864, Dec. 2006
    10.3745/KIPSTC.2006.13.7.859

    Cox Model Improvement Using Residual Blocks in Neural Networks: A Study on the Predictive Model of Cervical Cancer Mortality
    Nang Kyeong Lee, Joo Young Kim, Ji Soo Tak, Hyeong Rok Lee, Hyun Ji Jeon, Jee Myung Yang, Seung Won Lee The Transactions of the Korea Information Processing Society, Vol. 13, No. 6, pp. 260-268, Jun. 2024
    https://doi.org/10.3745/TKIPS.2024.13.6.260
    Keywords: Cervical cancer, Survival Prediction Model, Cox Proportional Hazards, Machine Learning, Deep Neural Networks, ResNet

    Evaluating the Efficiency of Models for Predicting Seismic Building Damage
    Chae Song Hwa, Yujin Lim The Transactions of the Korea Information Processing Society, Vol. 13, No. 5, pp. 217-220, May. 2024
    https://doi.org/10.3745/TKIPS.2024.13.5.217  
    Keywords: Earthquake, Earthquake Damage Prediction, Machine Learning(ml)

    Improving the Classification Accuracy Using Unlabeled Data: A Naive Bayesian Case
    Chang Hwan Lee The KIPS Transactions:PartB , Vol. 13, No. 4, pp. 457-462, Aug. 2006
    10.3745/KIPSTB.2006.13.4.457

    Accelerating the EM Algorithm through Selective Sampling for Naive Bayes Text Classifier
    Jae Young Chang , Han Joon Kim The KIPS Transactions:PartD, Vol. 13, No. 3, pp. 369-376, Jun. 2006
    10.3745/KIPSTD.2006.13.3.369

    Systematic Research on Privacy-Preserving Distributed Machine Learning
    Min Seob Lee, Young Ah Shin, Ji Young Chun The Transactions of the Korea Information Processing Society, Vol. 13, No. 2, pp. 76-90, Feb. 2024
    https://doi.org/10.3745/TKIPS.2024.13.2.76
    Keywords: Distributed Machine Learning, Privacy-Preserving Technologies, Federated learning, Swarm Learning

    Learning Rules for Identifying Hypernyms in Machine Readable Dictionaries
    Seon Hwa Choi , Hyuk Ro Park The KIPS Transactions:PartB , Vol. 13, No. 2, pp. 171-178, Apr. 2006
    10.3745/KIPSTB.2006.13.2.171

    Performance Improvement of Spam Filtering Using User Actions
    Jae Hoon Kim , Kang Min Kim The KIPS Transactions:PartB , Vol. 13, No. 2, pp. 163-170, Apr. 2006
    10.3745/KIPSTB.2006.13.2.163

Forms



Category Search

Publications


Old Journals


Indexing


All publications of KTCCS is indexed in DOI, EBSCO, Google Scholar, Crossref, and CrossCheck.

KTCCS is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).

Organization


Related Journals