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    Single Document Extractive Summarization Based on Deep Neural Networks Using Linguistic Analysis Features
    Gyoung Ho Lee, Kong Joo Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 8, pp. 343-348, Aug. 2019
    https://doi.org/10.3745/KTSDE.2019.8.8.343
    Keywords: Single Document Summarization, Extractive Summarization, Linguistic Analysis Features, Deep Neural Networks


    Evaluation of Sentimental Texts Automatically Generated by a Generative Adversarial Network
    Cheon-Young Park, Yong-Seok Choi, Kong Joo Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 6, pp. 257-264, Jun. 2019
    10.3745/KTSDE.2019.8.6.257  
    Keywords: Generative Adversarial Network (GAN), data augmentation, Sentimental Text, Sentiment Classifier


    Deep Neural Network-Based Scene Graph Generation for 3D Simulated Indoor Environments
    Donghyeop Shin, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 8, No. 5, pp. 205-212, May. 2019
    10.3745/KTSDE.2019.8.5.205  
    Keywords: Scene Graph, 3D Indoor Environment, deep neural network, AI2-THOR


    A Stock Price Prediction Based on Recurrent Convolution Neural Network with Weighted Loss Function
    HyunJin Kim, Yeon Sung Jung KIPS Transactions on Software and Data Engineering, Vol. 8, No. 3, pp. 123-128, Mar. 2019
    https://doi.org/10.3745/KTSDE.2019.8.3.123
    Keywords: Artificial intelligence, Recurrent Convolution Neural Network, Stock Price Prediction, Weighted Loss Function


    CRNN-Based Korean Phoneme Recognition Model with CTC Algorithm
    Hong Yoonseok, Ki Kyungseo, Gweon Gahgene KIPS Transactions on Software and Data Engineering, Vol. 8, No. 3, pp. 115-122, Mar. 2019
    https://doi.org/10.3745/KTSDE.2019.8.3.115
    Keywords: Phoneme Recognition, CTC Algorithm, Convolutional Neural Network, Recurrent Neural Network


    Printer Identification Methods Using Global and Local Feature-Based Deep Learning
    Soo-Hyeon Lee, Hae-Yeoun Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 1, pp. 37-44, Jan. 2019
    https://doi.org/10.3745/KTSDE.2019.8.1.37
    Keywords: Global Feature, Local Feature, Deep Learning, Printer Identification, Convolutional Neural Network


    A Study on Improving Performance of the Deep Neural Network Model for Relational Reasoning
    Hyun-Ok Lee, Heui-Seok Lim KIPS Transactions on Software and Data Engineering, Vol. 7, No. 12, pp. 485-496, Dec. 2018
    https://doi.org/10.3745/KTSDE.2018.7.12.485
    Keywords: Relation Network, Relational Reasoning, Text-Based Question Answering, Visual Question Answering


    A Survey on Neural Networks Using Memory Component
    Jihwan Lee, Jinuk Park, Jaehyung Kim, Jaein Kim, Hongchan Roh, Sanghyun Park KIPS Transactions on Software and Data Engineering, Vol. 7, No. 8, pp. 307-324, Aug. 2018
    10.3745/KTSDE.2018.7.8.307
    Keywords: Recurrent Neural Networks, Memory-Augmented Neural Networks, Memory Component, Memory Networks, Neural Turing Machines, Stack-Augmented Neural Networks


    Mortality Prediction of Older Adults Admitted to the Emergency Department
    Junhyeok Park, Songwook Lee KIPS Transactions on Software and Data Engineering, Vol. 7, No. 7, pp. 275-280, Jul. 2018
    10.3745/KTSDE.2018.7.7.275
    Keywords: Mortality Prediction, Support Vector Machine, Artificial neural network, Deep Learning


    Document Classification using Recurrent Neural Network with Word Sense and Contexts
    Jong-Min Joo, Nam-Hun Kim, Hyung-Jeong Yang, Hyuck-Ro Park KIPS Transactions on Software and Data Engineering, Vol. 7, No. 7, pp. 259-266, Jul. 2018
    10.3745/KTSDE.2018.7.7.259
    Keywords: Document Classification, Word2vec, Doc2vec, Recurrent Neural Network, Gated Recurrent Unit


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

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