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Search: "[ keyword: Machine Learning ]" (90)
    Classifying a Strength of Dependency between classes by using Software Metrics and Machine Learning in Object-Oriented System
    Sung Kyun Jung , Jae Gyoon Ahn , Yun Ku Yeu , Sang Hyun Park KIPS Transactions on Software and Data Engineering, Vol. 2, No. 10, pp. 651-658, Oct. 2013
    10.3745/KTSDE.2013.2.10.651


    Mobile App Recommendation using User`s Spatio-Temporal Context
    Young Gil Kang , Se Young Hwang , Sang Won Park , Soo Won Lee KIPS Transactions on Software and Data Engineering, Vol. 2, No. 9, pp. 615-620, Sep. 2013
    10.3745/KTSDE.2013.2.9.615


    Machine Learning Process for the Prediction of the IT Asset Fault Recovery
    Young Joon Moon , Sung Yul Rhew , Il Woo Chol KIPS Transactions on Software and Data Engineering, Vol. 2, No. 4, pp. 281-290, Apr. 2013
    10.3745/KTSDE.2013.2.4.281


    Development of Medical Image Quality Assessment Tool Based on Chest X-ray
    Gi-Hyeon Nam, Dong-Yeon Yoo, Yang-Gon Kim, Joo-Sung Sun, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 12, No. 6, pp. 243-250, Jun. 2023
    https://doi.org/10.3745/KTSDE.2023.12.6.243
    Keywords: Chest X-ray, quality assessment, Deep Learning, Machine Learning


    Learning Data Model Definition and Machine Learning Analysis for Data-Based Li-Ion Battery Performance Prediction
    Byoungwook Kim, Ji Su Park, Hong-Jun Jang KIPS Transactions on Software and Data Engineering, Vol. 12, No. 3, pp. 133-140, Mar. 2023
    https://doi.org/10.3745/KTSDE.2023.12.3.133
    Keywords: Lithium-ion battery, Battery Performance Prediction, Machine Learning, Learning Data Model


    Comparison of Machine Learning-Based Greenhouse VPD Prediction Models
    Jang Kyeong Min, Lee Myeong Bae, Lim Jong Hyun, Oh Han Byeol, Shin Chang Sun, Park Jang Woo KIPS Transactions on Software and Data Engineering, Vol. 12, No. 3, pp. 125-132, Mar. 2023
    https://doi.org/10.3745/KTSDE.2023.12.3.125
    Keywords: Machine Learning, Vapor Pressure Deficit(VPD), Prediction Model, Smart Farm, Light Gradient Boosting Machine(LGBM), RandomForest


    Malicious Traffic Classification Using Mitre ATT&CK and Machine Learning Based on UNSW-NB15 Dataset
    Yoon Dong Hyun, Koo Ja Hwan, Won Dong Ho KIPS Transactions on Software and Data Engineering, Vol. 12, No. 2, pp. 99-110, Feb. 2023
    https://doi.org/10.3745/KTSDE.2023.12.2.99
    Keywords: Machine Learning, MITRE ATT&CK, UNSW-NB15, Network Traffic Classification, Network Security Monitoring


    A Specification-Based Methodology for Data Collection in Artificial Intelligence System
    Donggi Kim, Byunggi Choi, Jaeho Lee KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 479-488, Nov. 2022
    https://doi.org/10.3745/KTSDE.2022.11.11.479
    Keywords: Intelligence System, Machine Learning, Data Collection, Automation, Reusability


    Exploiting Korean Language Model to Improve Korean Voice Phishing Detection
    Milandu Keith Moussavou Boussougou, Dong-Joo Park KIPS Transactions on Software and Data Engineering, Vol. 11, No. 10, pp. 437-446, Oct. 2022
    https://doi.org/10.3745/KTSDE.2022.11.10.437
    Keywords: KoBERT, NLP, Text Classification, Machine Learning, Deep Learning


    IoT Malware Detection and Family Classification Using Entropy Time Series Data Extraction and Recurrent Neural Networks
    Youngho Kim, Hyunjong Lee, Doosung Hwang KIPS Transactions on Software and Data Engineering, Vol. 11, No. 5, pp. 197-202, May. 2022
    https://doi.org/10.3745/KTSDE.2022.11.5.197
    Keywords: Internet of Things, Machine Learning, Malware detection, Malware Family Classification


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