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Search: "[ keyword: 딥러닝 ]" (64)
    Double Encoder-Decoder Model for Improving the Accuracy of the Electricity Consumption Prediction in Manufacturing
    Yeongchang Cho, Byung Gill Go, Jong Hoon Sung, Yeong Sik Cho KIPS Transactions on Software and Data Engineering, Vol. 9, No. 12, pp. 419-430, Dec. 2020
    https://doi.org/10.3745/KTSDE.2020.9.12.419
    Keywords: Time-Series Forecasting, Deep Learning, Machine Learning


    Real Time Face detection Method Using TensorRT and SSD
    Hye-Bin Yoo, Myeong-Suk Park, Sang-Hoon Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 10, pp. 323-328, Oct. 2020
    https://doi.org/10.3745/KTSDE.2020.9.10.323
    Keywords: Tensorflow, TensorRT, Deep Learning, SSD, Object Detection


    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


    An Efficient Deep Learning Based Image Recognition Service System Using AWS Lambda Serverless Computing Technology
    Hyunchul Lee, Sungmin Lee, Kangseok Kim KIPS Transactions on Software and Data Engineering, Vol. 9, No. 6, pp. 177-186, Jun. 2020
    https://doi.org/10.3745/KTSDE.2020.9.6.177
    Keywords: Deep Learning, Serverless Computing, AWS Lambda Server, Cold Start Time, capacity limitation


    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


    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


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