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    Distracted Driver Detection and Characteristic Area Localization by Combining CAM-Based Hierarchical and Horizontal Classification Models
    Sooyeon Go, Yeongwoo Choi KIPS Transactions on Software and Data Engineering, Vol. 10, No. 11, pp. 439-448, Nov. 2021
    https://doi.org/10.3745/KTSDE.2021.10.11.439  
    Keywords: Distracted Driver Detection, Convolutional neural networks, Class Activation Maps, Attention Area Localization


    Alleviation of Vanishing Gradient Problem Using Parametric Activation Functions
    Young Min Ko, Sun Woo Ko KIPS Transactions on Software and Data Engineering, Vol. 10, No. 10, pp. 407-420, Oct. 2021
    https://doi.org/10.3745/KTSDE.2021.10.10.407
    Keywords: deep neural network, Vanishing Gradient Problem, Parametric Activation Function, Backpropagation, Learning


    Graph Reasoning and Context Fusion for Multi-Task, Multi-Hop Question Answering
    Sangui Lee, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 10, No. 8, pp. 319-330, Aug. 2021
    https://doi.org/10.3745/KTSDE.2021.10.8.319  
    Keywords: Open Domain Question Answering, Multi-hop Reasoning, Multi-task Question, Hierarchical Graph, Graph Neural Network


    Host-Based Intrusion Detection Model Using Few-Shot Learning
    Park DaeKyeong, Shin DongIl, Shin DongKyoo, Kim Sangsoo KIPS Transactions on Software and Data Engineering, Vol. 10, No. 7, pp. 271-278, Jul. 2021
    https://doi.org/10.3745/KTSDE.2021.10.7.271
    Keywords: Machine Learning, LID-DS, Few-Shot Learning, Siamese Network, HIDS


    Korean Dependency Parsing Using Stack-Pointer Networksand Subtree Information
    Yong-Seok Choi, Kong Joo Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 6, pp. 235-242, Jun. 2021
    https://doi.org/10.3745/KTSDE.2021.10.6.235  
    Keywords: Stack-Pointer Networks, Korean Dependency Parser, Graph Attention Networks, Subtree, Pre-trained Word RepresentationModel, Everyone’s Corpus


    An Edge Detection Technique for Performance Improvement of eGAN
    Lee Cho Youn, Ji Su Park, Jin Gon Shon KIPS Transactions on Software and Data Engineering, Vol. 10, No. 3, pp. 109-114, Mar. 2021
    https://doi.org/10.3745/KTSDE.2021.10.3.109
    Keywords: Generative Adversarial Network, Loss Function, Edge detection, eGAN


    1D CNN and Machine Learning Methods for Fall Detection
    Inkyung Kim, Daehee Kim, Song Noh, Jaekoo Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 3, pp. 85-90, Mar. 2021
    https://doi.org/10.3745/KTSDE.2021.10.3.85
    Keywords: Machine Learning, Deep Learning, Fall Detection, 1D Convolutional Neural Network


    Improving Fidelity of Synthesized Voices Generated by Using GANs
    Moon-Ki Back, Seung-Won Yoon, Sang-Baek Lee, Kyu-Chul Lee KIPS Transactions on Software and Data Engineering, Vol. 10, No. 1, pp. 9-18, Jan. 2021
    https://doi.org/10.3745/KTSDE.2021.10.1.9  
    Keywords: generative adversarial networks, Fréchet Inception Distance, Fidelity Improvement, Synthesized Voice


    Mortality Prediction of Older Adults Using Random Forest and Deep Learning
    Junhyeok Park, Songwook Lee KIPS Transactions on Software and Data Engineering, Vol. 9, No. 10, pp. 309-316, Oct. 2020
    https://doi.org/10.3745/KTSDE.2020.9.10.309
    Keywords: Mortality Prediction, Convolutional Neural Network, Random Forest, Feature selection, Deep Learning


    Bilinear Graph Neural Network-Based Reasoning for Multi-Hop Question Answering
    Sangui Lee, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 8, pp. 243-250, Aug. 2020
    https://doi.org/10.3745/KTSDE.2020.9.8.243
    Keywords: Open Domain Question Answering, Knowledge Graph, Complex Question, Graph Neural Network


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

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