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Search: "[ keyword: 빅데이터 ]" (20)
    Study of Pattern Compression based Big Data Processing System for Large Scale Log Data Analysis
    Wonjib Kim, Hayoon Kim, Hyeopgeon Lee, Young-Woon Kim The Transactions of the Korea Information Processing Society, Vol. 14, No. 4, pp. 265-272, Apr. 2025
    https://doi.org/10.3745/TKIPS.2025.14.4.265
    Keywords: Big data, Big Data Processing Techniques, Patterned Structure Compression, Hadoop distributed file system, MapReduce


    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


    Development of IoT Sensor Data Generation Emulator for Smart Marine Logistics
    Park Chae Rim, Kim Tae Hoon, Lee Eun Kyu The Transactions of the Korea Information Processing Society, Vol. 13, No. 10, pp. 545-552, Oct. 2024
    https://doi.org/10.3745/TKIPS.2024.13.10.545
    Keywords: BigData, emulator, Generate Data, Smart Container, Smart Logistics


    Analysis of the Effectiveness of Big Data-Based Six Sigma Methodology: Focus on DX SS
    Kim Jung Hyuk, Kim Yoon Ki KIPS Transactions on Software and Data Engineering, Vol. 13, No. 1, pp. 1-16, Jan. 2024
    https://doi.org/10.3745/KTSDE.2024.13.1.1
    Keywords: Big data, 6 Sigma, Effectiveness Analysis, Key Success Policy


    A Study on Classification Models for Predicting Bankruptcy Based on XAI
    Jihong Kim, Nammee Moon KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 333-340, Aug. 2023
    https://doi.org/10.3745/KTSDE.2023.12.8.333  
    Keywords: Big data, Classification Model, Explainable AI, Bagging, Boosting, Ensemble


    Predicting the Future Price of Export Items in Trade Using a Deep Regression Model
    Kim Ji Hun, Lee Jee Hang KIPS Transactions on Software and Data Engineering, Vol. 11, No. 10, pp. 427-436, Oct. 2022
    https://doi.org/10.3745/KTSDE.2022.11.10.427
    Keywords: KOTRA, BigData, Ministry of Trade Industry and Energy, Deep Learning, Multi Layer Perception


    Big Data Activation Plan for Digital Transformation of Agriculture and Rural
    Won Suk Lee, Kyungja Son, Daeho Jun, Yongtae Shin KIPS Transactions on Software and Data Engineering, Vol. 9, No. 8, pp. 235-242, Aug. 2020
    https://doi.org/10.3745/KTSDE.2020.9.8.235
    Keywords: Agriculture, Rural, Digital Transformation, Big data, Platform, Strategy Plan


    Development of Joint-Based Motion Prediction Modelfor Home Co-Robot Using SVM
    Sungyeob Yoo, Dong-Yeon Yoo, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 12, pp. 491-498, Dec. 2019
    https://doi.org/10.3745/KTSDE.2019.8.12.491
    Keywords: Machine Learning, IoT, Digital Twin, Big data, Co-Robot


    Detecting and Avoiding Dangerous Area for UAVs Using Public Big Data
    Park Kyung Seok, Kim Min Jun, Kim Sung Ho KIPS Transactions on Software and Data Engineering, Vol. 8, No. 6, pp. 243-250, Jun. 2019
    https://doi.org/10.3745/KTSDE.2019.8.6.243
    Keywords: UAV, Big data, Autopilot, Changes in Flight Environment, Dangerous Area


    Bio-Sensing Convergence Big Data Computing Architecture
    Myung-Sook Ko, Tae-Gyu Lee KIPS Transactions on Software and Data Engineering, Vol. 7, No. 2, pp. 43-50, Feb. 2018
    10.3745/KTSDE.2018.7.2.43
    Keywords: Bio-Sensing, Wearable Device, Digital Patch, Big Data, Hadoop, Dynamic Process


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

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