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Search: "[ keyword: Deep Learning ]" (32)
    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

    Fully Automatic Heart Segmentation Model Analysis Using Residual Multi-Dilated Recurrent Convolutional U-Net
    Sang Heon Lim, Myung Suk Lee KIPS Transactions on Computer and Communication Systems, Vol. 9, No. 2, pp. 37-44, Feb. 2020
    10.3745/KTCCS.2020.9.2.37  
    Keywords: Deep Learning, Artificial intelligence, Heart Segmentation, algorithm, ANN, CNN

    Smart IoT Home Data Analysis and Device Control Algorithm Using Deep Learning
    Sang-Hyeong Lee KIPS Transactions on Computer and Communication Systems, Vol. 7, No. 4, pp. 103-110, Apr. 2018
    10.3745/KTCCS.2018.7.4.103
    Keywords: Smart Home System, Deep Learning, Deep Neural Network

    Video Classification System Based on Similarity Representation Among Sequential Data
    Hosuk Lee, Jihoon Yang KIPS Transactions on Computer and Communication Systems, Vol. 7, No. 1, pp. 1-8, Jan. 2018
    10.3745/KTCCS.2018.7.1.1
    Keywords: Deep Learning, Video Classification, Similarity Measure, Representation Learning

    Study on DNN Based Android Malware Detection Method for Mobile Environment
    Jinhyun Yu, In Hyuk Seo, Seungjoo Kim KIPS Transactions on Computer and Communication Systems, Vol. 6, No. 3, pp. 159-168, Mar. 2017
    10.3745/KTCCS.2017.6.3.159
    Keywords: Smartphone, Android, Malware Detection, Deep Learning

    CNN Based Real-Time DNS DDoS Attack Detection System
    In Hyuk Seo, Ki-Taek Lee, Jinhyun Yu, Seungjoo Kim KIPS Transactions on Computer and Communication Systems, Vol. 6, No. 3, pp. 135-142, Mar. 2017
    10.3745/KTCCS.2017.6.3.135
    Keywords: Deep Learning, DNS DDoS Attack, Real-Time Detection System, DNS Amplification Attack

    Label Differential Privacy Study for Privacy Protection in Multimodal Contrastive Learning Model
    Youngseo Kim, Minseo Yu, Younghan Lee, Ho Bae The Transactions of the Korea Information Processing Society, Vol. 14, No. 5, pp. 289-296, May. 2025
    https://doi.org/10.3745/TKIPS.2025.14.5.289
    Keywords: Differential privacy, multimodal deep learning, contrastive learning, data privacy

    Transformer-based Short-term Drought Prediction with Feature Selection
    Seo Jae Hyun The Transactions of the Korea Information Processing Society, Vol. 14, No. 4, pp. 282-288, Apr. 2025
    https://doi.org/10.3745/TKIPS.2025.14.4.282
    Keywords: Short-term Drought Prediction, Deep Learning, Machine Learning, Feature selection

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