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Search: "[ keyword: NN ]" (78)

11. A Comparison Study of RNN, CNN, and GAN Models in Sequential Recommendation

Ji Hyung Yoon, Jaewon Chung, Beakcheol Jang, Vol. 23, No. 4, pp. 21-33, Aug. 2022
10.7472/jksii.2022.23.4.21
Keywords: Recommender System, RNN, CNN, GAN, Deep Learning, sequence modeling
12. Development of The Safe Driving Reward System for Truck Digital Tachograph using Hyperledger Fabric

Yong-bae Kim, Juyong Back, Jongweon Kim, Vol. 23, No. 3, pp. 47-56, Jun. 2022
10.7472/jksii.2022.23.3.47
Keywords: Blockchain, DTG(Digital Tacho-Graph), Hyperledger Fabric, lightweight blockchain, Random Seed, SDRS(Safe Driving Reward System), SDCN(Safe Driving Channel Network), SDRCN(Safe Driving Reward Channel Network)
13. DNN Model for Calculation of UV Index at The Location of User Using Solar Object Information and Sunlight Characteristics

Deog-hyun Ga, Seung-Taek Oh, Jae-Hyun Lim, Vol. 23, No. 2, pp. 29-35, Apr. 2022
10.7472/jksii.2022.23.2.29
Keywords: UVI, Image, Solar object characteristics, User location, Sunlight characteristics, DNN
14. CSfC Network Security Architecture Analysis for the Assurance of Commercial Security Solutions in Defense Area

Yong-joon Lee, Se-joon Park, Yeon-chool Park, Vol. 22, No. 6, pp. 91-97, Dec. 2021
10.7472/jksii.2021.22.6.91
Keywords: CSfC(Commercial Solutions for Classified Program), MSC(Multi-Site Connectivity), MA(Mobile Access), Campus WLAN, DAR(Data at Rest)
15. Deep Learning based Abnormal Vibration Prediction of Drone

Jun-Ki Hong, Yang-Kyoo Lee, Vol. 22, No. 3, pp. 67-73, Jun. 2021
10.7472/jksii.2021.22.3.67
Keywords: Deep Learning, RNN, LSTM, Drone, Motor, Vibration
16. A Research on Network Intrusion Detection based on Discrete Preprocessing Method and Convolution Neural Network

JiHoon Yoo, Byeongjun Min, Sangsoo Kim, Dongil Shin, Dongkyoo Shin, Vol. 22, No. 2, pp. 29-39, Apr. 2021
10.7472/jksii.2021.22.2.29
Keywords: NSL-KDD, Network intrusion detection, CNN, Discretization of Continuous
17. Empirical Comparison of Deep Learning Networks on Backbone Method of Human Pose Estimation

Beanbonyka Rim, Junseob Kim, Yoo-Joo Choi, Min Hong, Vol. 21, No. 5, pp. 21-29, Oct. 2020
10.7472/jksii.2020.21.5.21
Keywords: Deep Learning, Human Pose Estimation, CNN, VGG, ResNet
18. Interconnection Fee or Access fee? - Focusing on ISP-CP settlement dispute -

Dae-Keun Cho, Vol. 21, No. 5, pp. 9-20, Oct. 2020
10.7472/jksii.2020.21.5.9
Keywords: Access, Interconnection, Internet, Interconnection fee, Price
19. Design of Video Pre-processing Algorithm for High-speed Processing of Maritime Object Detection System and Deep Learning based Integrated System

Hyun-hak Song, Hyo-chan Lee, Sung-ju Lee, Ho-seok Jeon, Tae-ho Im, Vol. 21, No. 4, pp. 117-126, Aug. 2020
10.7472/jksii.2020.21.4.117
Keywords: Ship Detection, Deep Learning, image processing, Binarization, Horizon Detection, Multi Connected-component Labeling
20. Adaptive Control Technique for the Random Access Channel in DVB-RCS2 based Next Generation Military Satellite Networks

WonKyun Lee, Dae-Hee Jang, Jong-Moon Chung, Vol. 21, No. 2, pp. 99-108, Apr. 2020
10.7472/jksii.2020.21.2.99
Keywords: Emergency Preparation, Future War, Satellite, RAMA, CRDSA, RA Channel, CRDSA2R

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