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Search: "[ keyword: 딥러닝 ]" (52)
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
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
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
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
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
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
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
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
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
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
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
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
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
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
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
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: Noise Robustness, Sound Signal Generation, End-to-End Architecture, 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
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
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
![](https://d2kjln74dkk4oj.cloudfront.net/img/doi_icon.png)
Keywords: software engineering, Deep Learning, Interaction History