Digital Library


Search: " keyword: Deep Learning" (15)
    Enhanced Sound Signal Based Sound-Event Classification
    Yongju Cho, Jonguk Lee, Daihee Park, Yongwha Chung KIPS Transactions on Software and Data Engineering, Vol. 8, No. 5, pp. 193-204, May. 2019
    https://doi.org/10.3745/KTSDE.2019.8.5.193
    Keywords: Noise Robustness, Sound Signal Generation, End-to-End Architecture, Deep Learning


    A Multilayer Perceptron-Based Electric Load Forecasting Scheme via Effective Recovering Missing Data
    Jihoon Moon, Sungwoo Park, Eenjun Hwang KIPS Transactions on Software and Data Engineering, Vol. 8, No. 2, pp. 67-78, Feb. 2019
    https://doi.org/10.3745/KTSDE.2019.8.2.67
    Keywords: Smart Grid, Electric Load Forecasting, Missing Data Handling, Deep Learning


    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 Code Recommendation Method Using RNN Based on Interaction History
    Heetae Cho, Seonah Lee, Sungwon Kang KIPS Transactions on Software and Data Engineering, Vol. 7, No. 12, pp. 461-468, Dec. 2018
    https://doi.org/10.3745/KTSDE.2018.7.12.461
    Keywords: software engineering, Deep Learning, Interaction History


    Sentiment Analysis of Foot-and-Mouth Disease Using Tweet Text-Mining Technique
    Heechan Chae, Jonguk Lee, Yoona Choi, Daihee Park, Yongwha Chung KIPS Transactions on Software and Data Engineering, Vol. 7, No. 11, pp. 419-426, Nov. 2018
    10.3745/KTSDE.2018.7.11.419
    Keywords: Text Mining, sentiment analysis, FMD, Twitter, Deep Learning


    Automatic Object Extraction from Electronic Documents Using Deep Neural Network
    Heejin Jang, Yeonghun Chae, Sangwon Lee, Jinyong Jo KIPS Transactions on Software and Data Engineering, Vol. 7, No. 11, pp. 411-418, Nov. 2018
    10.3745/KTSDE.2018.7.11.411
    Keywords: Object Extraction, Deep Learning, Tensorflow, PDF Document


    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


    Smart IoT Home Data Analysis and Device Control Algorithm Using Deep Learning
    Sang-Hyeong Lee KIPS Transactions on Software and Data Engineering, 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


    ORMN: A Deep Neural Network Model for Referring Expression Comprehension
    Donghyeop Shin, Incheol Kim KIPS Transactions on Software and Data Engineering, Vol. 7, No. 2, pp. 69-76, Feb. 2018
    10.3745/KTSDE.2018.7.2.69
    Keywords: Referring Expression Comprehension, Deep Learning, Contextual Information, Weighted Composition


    Video Classification System Based on Similarity Representation Among Sequential Data
    Hosuk Lee, Jihoon Yang KIPS Transactions on Software and Data Engineering, 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