Digital Library

Search: "[ author: Yujin Lim ]" (9)
    Study Comparing the Performance of Linear and Non-linear Models in Recommendation Systems
    Da-Hun Seong, Yujin Lim The Transactions of the Korea Information Processing Society, Vol. 13, No. 8, pp. 388-394, Aug. 2024
    https://doi.org/10.3745/TKIPS.2024.13.8.388
    Keywords: Recommendation System, Collaborative Filltering, Linear Model, Non-linear Model, Performance Evaluation

    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)

    Effect Analysis of Data Imbalance for Emotion Recognition Based on Deep Learning
    Hajin Noh, Yujin Lim KIPS Transactions on Computer and Communication Systems, Vol. 12, No. 8, pp. 235-242, Aug. 2023
    10.3745/KTCCS.2023.12.8.235  
    Keywords: Biased Data, XAI, LIME, Emotional Recognition, CNN

    UAV-MEC Offloading and Migration Decision Algorithm for Load Balancing in Vehicular Edge Computing Network
    A Young Shin, Yujin Lim KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 12, pp. 437-444, Dec. 2022
    https://doi.org/10.3745/KTCCS.2022.11.12.437
    Keywords: Mobile Edge Computing, offloading, Migration, genetic algorithm, Q-learning

    Performance Comparison of Task Partitioning Methods in MEC System
    Sungwon Moon, Yujin Lim KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 5, pp. 139-146, May. 2022
    https://doi.org/10.3745/KTCCS.2022.11.5.139
    Keywords: MEC, Task Partitioning, Task offloading, Task Migration

    Edge Caching Strategy with User Mobilityin Heterogeneous Cellular Network Environments
    Yoonjeong Choi, Yujin Lim KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 2, pp. 43-50, Feb. 2022
    https://doi.org/10.3745/KTCCS.2022.11.2.43
    Keywords: edge caching, proactive caching, User Mobility, cellular network

    Task Migration in Cooperative Vehicular Edge Computing
    Sungwon Moon, Yujin Lim KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 12, pp. 311-318, Dec. 2021
    https://doi.org/10.3745/KTSDE.2021.10.12.311  
    Keywords: Task Migration, Vehicular Edge Computing, Reinforcement Learning, DQN

    Energy-Efficient MEC Offloading Decision Algorithm in Industrial IoT Environments
    Seolwon Koo, YuJin Lim KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 11, pp. 291-296, Nov. 2021
    https://doi.org/10.3745/KTCCS.2021.10.11.291
    Keywords: Mobile Edge Computing, offloading, genetic algorithm, Industrial Internet of Things

    Design and Implementation of Multi-Agent System for Load Shedding in Microgrid
    Yujin Lim , Hak Man Kim KIPS Transactions on Computer and Communication Systems, Vol. 1, No. 3, pp. 125-132, Dec. 2012
    10.3745/KTCCS.2012.1.3.125

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