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Search: "[ keyword: 신경망 ]" (23)

1. Anomaly detection and attack type classification mechanism using Extra Tree and ANN

Min-Gyu Kim, Myung-Mook Han, Vol. 23, No. 5, pp. 79-85, Oct. 2022
10.7472/jksii.2022.23.5.79
Keywords: Extreme Random Forest, Artificial neural network, Anomaly Detection, Anomaly Detection and Attack type Classification, Network intrusion detection
2. Makeup transfer by applying a loss function based on facial segmentation combining edge with color information

So-hyun Lim, Jun-chul Chun, Vol. 23, No. 4, pp. 35-43, Aug. 2022
10.7472/jksii.2022.23.4.35
Keywords: Makeup Transfer, generative adversarial networks, Histogram of Gradient, BeautyGAN, Loss Function, Facial segmentation
3. 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
4. The Road condition-based Braking Strength Calculation System for a fully autonomous driving vehicle

Su-Rak Son, Yi-Na Jeong, Vol. 23, No. 2, pp. 53-59, Apr. 2022
10.7472/jksii.2022.23.2.53
Keywords: Road conditions, K Nearest Neighbor algorithms, Breaking strength, Neural Networks, Fully Autonomous Driving
5. A Comparative Study on the Effective Deep Learning for Fingerprint Recognition with Scar and Wrinkle

JunSeob Kim, BeanBonyka Rim, Nak-Jun Sung, Min Hong, Vol. 21, No. 4, pp. 17-23, Aug. 2020
10.7472/jksii.2020.21.4.17
Keywords: Deep Learning, Biometric information, 2D Convolutional Neural Network, discriminating of scar fingerprint, discriminating of wrinkle fingerprint
6. Image-to-Image Translation Based on U-Net with R2 and Attention

So-hyun Lim, Jun-chul Chun, Vol. 21, No. 4, pp. 9-16, Aug. 2020
10.7472/jksii.2020.21.4.9
Keywords: Image-to-Image Translation, conditional GAN, U-net
7. An Implementation of an Intelligent Access Point System Based on a Feed Forward Neural Network for Internet of Things

Youngchan Lee, SoYeon Lee, Dae-Young Kim, Vol. 20, No. 5, pp. 95-104, Oct. 2019
10.7472/jksii.2019.20.5.95
Keywords: Internet of Things, WiFi, Feed Forward Neural Network, Access point, Network Control
8. The prediction of appearance of jellyfish through Deep Neural Network

CHEOLHUN HWANG, Myung-Mook Han, Vol. 20, No. 5, pp. 1-8, Oct. 2019
10.7472/jksii.2019.20.5.1
Keywords: deep neural network, Bootstrapping, Data Expansion, Transfer Learning, Random Forest, Sequence Forward Selection
9. Sketch-based 3D object retrieval using Wasserstein Center Loss

Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 6, pp. 91-99, Dec. 2018
10.7472/jksii.2018.19.6.91
Keywords: Convolutional Neural Network, Image retrieval, Deep Learning, Sketch-based 3D object retrieval
10. An Artificial Neural Network Based Phrase Network Construction Methodfor Structuring Facility Error Types

Younghoon Roh, Eunyoung Choi, Yerim Choi, Vol. 19, No. 6, pp. 21-29, Dec. 2018
10.7472/jksii.2018.19.6.21
Keywords: Smart Factory, Facility error, Phrase network, Text Mining, Artificial neural network, Word2vec

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