JICS

1. A Conceptual Architecture and its Experimental Validation of CCTV-Video Object Activitization for Tangible Assets of Experts’ Visual Knowledge in Smart Factories

Eun-Bi Cho, Dinh-Lam Pham, Kyung-Hee Sun, Kwanghoon Pio Kim, Vol. 25, No. 2, pp. 101-111, Apr. 2024

10.7472/jksii.2024.25.2.101
Keywords: Smart Factory, Working Knowledge, Tangible Asseits of Experts’ Knowledge, Deep-Learning Neural Network Moddls and Frameworks, CCTV-Video Object-Contexualization

2. Design of a Recommendation System for Improving Deep Neural Network Performance

Juhyoung Sung, Kiwon Kwon, Byoungchul Song, Vol. 25, No. 1, pp. 49-56, Feb. 2024

10.7472/jksii.2024.25.1.49
Keywords: Collaborative Filtering, deep neural network, matrix factorization, Recommendation System, Singular Value Decomposition

3. FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data

Wooseok Shin, Jitae Shin, Vol. 24, No. 6, pp. 1-11, Dec. 2023

10.7472/jksii.2023.24.6.1
Keywords: Federated learning, Non-IID, data heterogeneity, community detection, Graph Neural Networks

4. 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

5. 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

6. CNN-based Gesture Recognition using Motion History Image

Youjin Koh, Taewon Kim, Min Hong, Yoo-Joo Choi, Vol. 21, No. 5, pp. 67-73, Oct. 2020

10.7472/jksii.2020.21.5.67
Keywords: Gesture Recognition, Neural Network, Convolutional Neural Network, motion history image

7. 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

8. A Sketch-based 3D Object Retrieval Approach for Augmented Reality Models Using Deep Learning

Myunggeun Ji, Junchul Chun, Vol. 21, No. 1, pp. 33-43, Feb. 2020

10.7472/jksii.2020.21.1.33
Keywords: Convolutional Neural Network, object retrieval, Deep Learning, Sketch-based 3D object retrieval, Augmented Reality

9. 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

10. 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

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