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Search: "[ keyword: Deep Learning ]" (32)
    Preprocessing Technique for Malicious Comments Detection Considering the Form of Comments Used in the Online Community
    Kim Hae Soo, Kim Mi Hui KIPS Transactions on Computer and Communication Systems, Vol. 12, No. 3, pp. 103-110, Mar. 2023
    https://doi.org/10.3745/KTCCS.2023.12.3.103
    Keywords: Natural Languege Processing, Preprocessing, Deep Learning, Malicious Comment

    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 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

    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

    Hybrid All-Reduce Strategy with Layer Overlapping for Reducing Communication Overhead in Distributed Deep Learning
    Daehyun Kim, Sangho Yeo, Sangyoon Oh KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 7, pp. 191-198, Jul. 2021
    10.3745/KTCCS.2021.10.7.191  
    Keywords: Distributed Deep Learning, Synchronization, Layer Overlapping, Allreduce

    A Study on the Design and Implementation of Multi-Disaster Drone System Using Deep Learning-Based Object Recognition and Optimal Path Planning
    Jin-Hyeok Kim, Tae-Hui Lee, Yamin Han, Heejung Byun KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 4, pp. 117-122, Apr. 2021
    https://doi.org/10.3745/KTCCS.2021.10.4.117
    Keywords: ACO, Swarm, Drone, Deep Learning, Path Planning

    Fat Client-Based Abstraction Model of Unstructured Data for Context-Aware Service in Edge Computing Environment
    Do Hyung Kim, Jong Hyeok Mun, Yoo Sang Park, Jong Sun Choi, Jae Young Choi KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 3, pp. 59-70, Mar. 2021
    https://doi.org/10.3745/KTCCS.2021.10.3.59  
    Keywords: Edge Computing, Fat Client, context aware, Unstructured Data Abstraction, Deep Learning

    A Study on Malicious Code Detection Using Blockchain and Deep Learning
    Deok Gyu Lee KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 2, pp. 39-46, Feb. 2021
    https://doi.org/10.3745/KTCCS.2021.10.2.39
    Keywords: Malicious Code, Code Detection, Blockcahin, 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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