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Search: "[ keyword: Learning ]" (262)
    Souce Code Identification Using Deep Neural Network
    Jisu Rhim, Tamer Abuhmed KIPS Transactions on Software and Data Engineering, Vol. 8, No. 9, pp. 373-378, Sep. 2019
    https://doi.org/10.3745/KTSDE.2019.8.9.373
    Keywords: Computer Forensic, Frequency Based Embedding, TF-IDF, Deep Learning, CNN


    A Deep Learning Based Over-Sampling Scheme for Imbalanced Data Classification
    Son Min Jae, Jung Seung Won, Hwang Een Jun KIPS Transactions on Software and Data Engineering, Vol. 8, No. 7, pp. 311-316, Jul. 2019
    https://doi.org/10.3745/KTSDE.2019.8.7.311
    Keywords: Imbalanced Data, CGAN, Deep Learning, Over-Sampling


    A Study on the Comparison of Learning Performance in Capsule Endoscopy by Generating of PSR-Weigted Image
    Changnam Lim, Ye-Seul Park, Jung-Won Lee KIPS Transactions on Software and Data Engineering, Vol. 8, No. 6, pp. 251-256, Jun. 2019
    https://doi.org/10.3745/KTSDE.2019.8.6.251
    Keywords: Machine Learning, Diagnostic Assistant, Medical Lmages, Capsule Endoscopy


    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
    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


    Performance Comparison of Machine Learning Algorithms for TAB Digit Recognition
    Jaehyeok Heo, Hyunjung Lee, Doosung Hwang KIPS Transactions on Software and Data Engineering, Vol. 8, No. 1, pp. 19-26, Jan. 2019
    https://doi.org/10.3745/KTSDE.2019.8.1.19
    Keywords: Digit Recognition, Machine Learning, Prototype Selection, image processing, Cross-Validation


    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


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

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