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Search: "[ keyword: LEA ]" (214)
    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

    Shipping Container Load State and Accident Risk Detection Techniques Based Deep Learning
    Yeon Jeong Hum, Seo Yong Uk, Kim Sang Woo, Oh Se Yeong, Jeong Jun Ho, Park Jin Hyo, Kim Sung-Hee, Youn Joosang KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 11, pp. 411-418, Nov. 2022
    https://doi.org/10.3745/KTCCS.2022.11.11.411
    Keywords: Shipping Container, Yolov4, Deep Learning, Object Detection

    Deep Learning Based Group Synchronization for Networked Immersive Interactions
    Joong-Jae Lee KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 10, pp. 373-380, Oct. 2022
    https://doi.org/10.3745/KTCCS.2022.11.10.373
    Keywords: Group synchronization, Deep Learning, Immersive Interaction

    A Study on the Cerber-Type Ransomware Detection Model Using Opcode and API Frequency and Correlation Coefficient
    Gye-Hyeok Lee, Min-Chae Hwang, Dong-Yeop Hyun, Young-In Ku, Dong-Young Yoo KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 10, pp. 363-372, Oct. 2022
    https://doi.org/10.3745/KTCCS.2022.11.10.363
    Keywords: Ransomware, Cerber, opcode, API, Malware, Machine-Learning, Detection

    A Study on the Image-Based Malware Classification System that Combines Image Preprocessing and Ensemble Techniques for High Accuracy
    Kim Hae Soo, Kim Mi Hui KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 7, pp. 225-232, Jul. 2022
    https://doi.org/10.3745/KTCCS.2022.11.7.225
    Keywords: Malware, Deep Learning, Image Preprocessing, Ensemble

    Dynamic Resource Adjustment Operator Based on Autoscaling for Improving Distributed Training Job Performance on Kubernetes
    Jinwon Jeong, Heonchang Yu KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 7, pp. 205-216, Jul. 2022
    https://doi.org/10.3745/KTCCS.2022.11.7.205  
    Keywords: Kubeflow, Kubernetes, Distributed Deep Learning Training, Resource Adjustment Operator

    Classification of Service Types using Website Fingerprinting in Anonymous Encrypted Communication Networks
    Dongyoung Koo KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 4, pp. 127-132, Apr. 2022
    https://doi.org/10.3745/KTCCS.2022.11.4.127
    Keywords: TOR Network, Machine Learning, Website Fingerprinting, Service Types, Classification

    Transfer Learning Technique for Accelerating Learning of Reinforcement Learning-Based Horizontal Pod Autoscaling Policy
    Yonghyeon Jang, Heonchang Yu, SungSuk Kim KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 4, pp. 105-112, Apr. 2022
    https://doi.org/10.3745/KTCCS.2022.11.4.105  
    Keywords: Kubernetes, Reinforcement Learning, Autoscaling

    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

    Development of Web Service for Liver Cirrhosis Diagnosis Based on Machine Learning
    Noh Si-Hyeong, Kim Ji-Eon, Lee Chungsub, Kim Tae-Hoon, Kim KyungWon, Yoon Kwon-Ha, Jeong Chang-Won KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 10, pp. 285-290, Oct. 2021
    https://doi.org/10.3745/KTCCS.2021.10.10.285
    Keywords: DICOM, Medical Bigdata, Artificial Intelligence Training Platform, Machine Learning, Deep Learning

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

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