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Search: "[ keyword: Deep Learning ]" (15)
    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

    Distributed Edge Computing for DNA-Based Intelligent Services and Applications: A Review
    Temesgen Seyoum Alemayehu, We-Duke Cho KIPS Transactions on Computer and Communication Systems, Vol. 9, No. 12, pp. 291-306, Dec. 2020
    https://doi.org/10.3745/KTCCS.2020.9.12.291  
    Keywords: IoT, Deep Learning, Edge Computing, Distributed Training, DNA

    CNN-Based Novelty Detection with Effectively Incorporating Document-Level Information
    Seongung Jo, Heung-Seon Oh, Sanghun Im, Seonho Kim KIPS Transactions on Computer and Communication Systems, Vol. 9, No. 10, pp. 231-238, Oct. 2020
    https://doi.org/10.3745/KTCCS.2020.9.10.231
    Keywords: Deep Learning, CNN, Novelty Detection

    Cooperative Multi-Agent Reinforcement Learning-Based Behavior Control of Grid Sortation Systems in Smart Factory
    HoBin Choi, JuBong Kim, GyuYoung Hwang, KwiHoon Kim, YongGeun Hong, YounHee Han KIPS Transactions on Computer and Communication Systems, Vol. 9, No. 8, pp. 171-180, Aug. 2020
    https://doi.org/10.3745/KTCCS.2020.9.8.171
    Keywords: Deep Learning, Reinforcement Learning, Sortation System, Cooperative Multi-Agent