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    Performance Improvement Method of Convolutional Neural Network Using Agile Activation Function
    Na Young Kong, Young Min Ko, Sun Woo Ko KIPS Transactions on Software and Data Engineering, Vol. 9, No. 7, pp. 213-220, Jul. 2020
    https://doi.org/10.3745/KTSDE.2020.9.7.213  
    Keywords: Convolutional Neural Network, Agile Activation Function, Backpropagation, Learning


    Tor Network Website Fingerprinting Using Statistical-Based Feature and Ensemble Learning of Traffic Data
    Junho Kim, Wongyum Kim, Doosung Hwang KIPS Transactions on Software and Data Engineering, Vol. 9, No. 6, pp. 187-194, Jun. 2020
    https://doi.org/10.3745/KTSDE.2020.9.6.187
    Keywords: Anonymous Network, Traffic Collection, Website Fingerprinting, Ensemble Algorithm, Machine Learning


    Parameter-Efficient Neural Networks Using Template Reuse
    Daeyeon Kim, Woochul Kang KIPS Transactions on Software and Data Engineering, Vol. 9, No. 5, pp. 169-176, May. 2020
    https://doi.org/10.3745/KTSDE.2020.9.5.169
    Keywords: Neural Network, Parameter Sharing, Layer Reuse, Parameter Efficiency


    Estimating Gastrointestinal Transition Location Using CNN-based Gastrointestinal Landmark Classifier
    Hyeon Woong Jang, Chang Nam Lim, Ye-Suel Park, Gwang Jae Lee, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 101-108, Mar. 2020
    https://doi.org/10.3745/KTSDE.2020.9.3.101  
    Keywords: Capsule Endoscopy(CE), Convolutional Neural Network(CNN), Gastrointestinal Location Tracking


    KG_VCR: A Visual Commonsense Reasoning Model Using Knowledge Graph
    JaeYun Lee, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 3, pp. 91-100, Mar. 2020
    https://doi.org/10.3745/KTSDE.2020.9.3.91
    Keywords: Visual Commonsense Reasoning, deep neural network, Graph Convolutional Network, Knowledge Graph Embedding


    Predicting Win-Loss of League of Legends Using Bidirectional LSTM Embedding
    Cheolgi Kim, Soowon Lee KIPS Transactions on Software and Data Engineering, Vol. 9, No. 2, pp. 61-68, Feb. 2020
    https://doi.org/10.3745/KTSDE.2020.9.2.61
    Keywords: League of Legends, Win-Loss Prediction, Machine Learning, Neural Network, LSTM


    Automatic Word Spacing of the Korean Sentences by Using End-to-End Deep Neural Network
    Hyun Young Lee, Seung Shik Kang KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 441-448, Nov. 2019
    https://doi.org/10.3745/KTSDE.2019.8.11.441
    Keywords: Syllable Embedding, Bi-LSTM, Feedforward Neural Network, Neural Network Language Model, Linear-Chain CRF


    Camera Model Identification Based on Deep Learning
    Soo Hyeon Lee, Dong Hyun Kim, Hae-Yeoun Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 10, pp. 411-420, Oct. 2019
    https://doi.org/10.3745/KTSDE.2019.8.10.411
    Keywords: Deep Learning, Camera Model Identification, Convolutional Neural Network, High Pass Filter, Gray Level Co-Occurrence Matrix


    Perceptual Generative Adversarial Network for Single Image De-Snowing
    Weiguo Wan, Hyo Jong Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 10, pp. 403-410, Oct. 2019
    https://doi.org/10.3745/KTSDE.2019.8.10.403  
    Keywords: Generative Adversarial Network, De-Snowing, U-net, image synthesis, Residual Block


    LVLN: A Landmark-Based Deep Neural Network Model for Vision-and-Language Navigation
    Jisu Hwang, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 8, No. 9, pp. 379-390, Sep. 2019
    https://doi.org/10.3745/KTSDE.2019.8.9.379
    Keywords: Vision-and-Language Navigation, deep neural network, Landmark, Attention, Progress Monitor


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

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