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Search: "[ keyword: Machine Learning ]" (57)
    Ensemble Learning of Region Based Classifiers
    Sung Ha Choi , Byung Woo Lee , Ji Hoon Yang The KIPS Transactions:PartB , Vol. 14, No. 4, pp. 303-310, Aug. 2007
    10.3745/KIPSTB.2007.14.4.303

    A Survey of Phishing Campaign Trends and the Classification of Detection Techniques
    Ji-Hoon Park, Sang-Hoon Choi, Ki-Woong Park The Transactions of the Korea Information Processing Society, Vol. 14, No. 3, pp. 149-160, Mar. 2025
    https://doi.org/10.3745/TKIPS.2025.14.3.149
    Keywords: Phishing Campaign, Phishing Detection, Machine Learning, LLM, feature extraction

    Development of a Model for Predicting the Severity of Traffic Accidents and Analysis of Accident Factors based on Machine Learning
    Kim Jung Hyuk, Cho Nam Wook The Transactions of the Korea Information Processing Society, Vol. 14, No. 2, pp. 72-81, Feb. 2025
    https://doi.org/10.3745/TKIPS.2025.14.2.72
    Keywords: Machine Learning, Big data, Traffic Accident, Severity Prediction, Accident Factors

    Research on Evaluation Methods for GPR-SEM Prediction Models
    Moon Kyung-Yeol, Park Kun-Uk The Transactions of the Korea Information Processing Society, Vol. 14, No. 1, pp. 14-20, Jan. 2025
    https://doi.org/10.3745/TKIPS.2025.14.1.14
    Keywords: Machine Learning, Gaussian Proces Regression, GPR-SEM, Model Evaluation Method, Small-dataset

    Clustering-based Model Compression Method for Deep Neural Networks
    Byungchul Chae, Seonyeong Heo The Transactions of the Korea Information Processing Society, Vol. 13, No. 11, pp. 585-589, Nov. 2024
    https://doi.org/10.3745/TKIPS.2024.13.11.585
    Keywords: On-device Machine Learning, Model Compression, Kernel Clustering

    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)

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