JICS

1. Enhancing Service Availability in Multi-Access Edge Computing with Deep Q-Learning

Lusungu Josh Mwasinga, Syed Muhammad Raza, Duc-Tai Le, Moonseong Kim, Hyunseung Choo, Journal of Internet Computing and Services, Vol. 24, No. 2, pp. 1-10, Apr. 2023

10.7472/jksii.2023.24.2.1
Keywords: , Edge Computing, Service Mobility, Service Availability, Beyond 5G, Deep Reinforcement Learning

2. A Study on Emotion Recognition of Chunk-Based Time Series Speech

Hyun-Sam Shin, Jun-Ki Hong, Sung-Chan Hong, Journal of Internet Computing and Services, Vol. 24, No. 2, pp. 11-18, Apr. 2023

10.7472/jksii.2023.24.2.11
Keywords: NN, GRU, LSTM, 음성 감정 인식, 음성 특징,

3. A Method of Reproducing the CCT of Natural Light using the Minimum Spectral Power Distribution for each Light Source of LED Lighting

Yang-Soo Kim, Seung-Taek Oh, Jae-Hyun Lim, Journal of Internet Computing and Services, Vol. 24, No. 2, pp. 19-26, Apr. 2023

10.7472/jksii.2023.24.2.19
Keywords: 분광분포, 자연광 재현, LED 색온도 제어, Spectral Power Distribution(SPD), Natural Light Reproduction, LED CCT Control

4. Comparison of Absorbing Boundary Conditions and Waveguide Port Boundary Condition for Waveguide Electromagnetic Analysis Using Finite Element Method

Mincheol Jo, Woobin Park, Woochan Lee, Journal of Internet Computing and Services, Vol. 24, No. 2, pp. 27-36, Apr. 2023

10.7472/jksii.2023.24.2.27
Keywords: 전자기 수치해석, 유한요소법, 흡수경계조건, 도파관 포트 경계조건, 시뮬레이션, Computational Electromagnetics, Finite element method, Absorbing Boundary Condition, Waveguide Port Boundary Condition, Simulation

5. A study on machine learning-based anomaly detection algorithm using current data of fish-farm pump motor

Sae-yong Park, Tae Uk chang, Taeho Im, Journal of Internet Computing and Services, Vol. 24, No. 2, pp. 37-45, Apr. 2023

10.7472/jksii.2023.24.2.37
Keywords: 순환여과식 양식장, 펌프 모터, 전류, 이상 감지, ADTK, Recirculating aquaculture system, electric pump, current, Anomaly Detection, ADTK

6. Machine Learning-based hydrogen charging station energy demand prediction model

MinWoo Hwang, Yerim Ha, Sanguk Park, Journal of Internet Computing and Services, Vol. 24, No. 2, pp. 47-56, Apr. 2023

10.7472/jksii.2023.24.2.47
Keywords: 스마트수소에너지, 탄소중립, 에너지 수요예측, 머신러닝, 수소 충전소, Smart hydrogen energy, carbon neutrality, energy demand forecasting, Machine Learning, hydrogen charging station

7. A Study on the Energy Usage Prediction and Energy Demand Shift Model to Increase Energy Efficiency

JaeHwan Kim, SeMo Yang, KangYoon Lee, Journal of Internet Computing and Services, Vol. 24, No. 2, pp. 57-66, Apr. 2023

10.7472/jksii.2023.24.2.57
Keywords: 에너지, 에너지 사용요금, LSTM, clustering, Time Series K-means, 수요이전, Energy, Energy usage fee, LSTM, clustering, Time Series K-means, shift of demand

8. Deep Prediction of Stock Prices with K-Means Clustered Data Augmentation

Kyounghoon Han, Huigyu Yang, Hyunseung Choo, Journal of Internet Computing and Services, Vol. 24, No. 2, pp. 67-74, Apr. 2023

10.7472/jksii.2023.24.2.67
Keywords: 주가예측, 클러스터링, 데이터 증강, 딥러닝, 인공지능, Stock Price Prediction, clustering, data augmentation, Deep Learning, Artificial intelligence

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Vol. 24, No. 2, Apr. 2023

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