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Search: "[ keyword: Deep Learning ]" (17)
    Topic Analysis of the National Petition Site and Prediction of Answerable Petitions Based on Deep Learning
    Woo Yun Hui, Hyon Hee Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 2, pp. 45-52, Feb. 2020
    https://doi.org/10.3745/KTSDE.2020.9.2.45
    Keywords: National Petition, Topic Analysis, topic modeling, K-Means Clustering, LSTM, Deep Learning


    Measurement of Construction Material Quantity through Analyzing Images Acquired by Drone And Data Augmentation
    Ji-Hwan Moon, Nu-Lee Song, Jae-Gab Choi, Jin-Ho Park, Gye-Young Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 1, pp. 33-38, Jan. 2020
    https://doi.org/10.3745/KTSDE.2020.9.1.33
    Keywords: Drone, UAV, RCNN, Deep Learning, Counting Number, Construction Material


    Image Processing and Deep Learning Techniquesfor Fast Pig’s Posture Determining and Head Removal
    Hanse Ahn, Wonseok Choi, Sunhwa Park, Yongwha Chung, Daihee Park KIPS Transactions on Software and Data Engineering, Vol. 8, No. 11, pp. 457-464, Nov. 2019
    https://doi.org/10.3745/KTSDE.2019.8.11.457
    Keywords: Real-Time Pig Monitoring, Posture Determining, Head Removal, image processing, Deep Learning, YOLO


    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


    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


    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


    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