JICS

1. Random Balance between Monte Carlo and Temporal Difference in off-policy Reinforcement Learning for Less Sample-Complexity

Chayoung Kim, Seohee Park, Woosik Lee, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 1-7, Oct. 2020

10.7472/jksii.2020.21.5.1
Keywords: 온- 앤 오프-폴리시, 시간차 학습, 몬테 칼로 학습, 강화학습, 분산과 편차의 균, Deep Q-Network, Temporal Difference, Monte Carlo, Reinforcement Learning, Variation and Bias Balance

2. Interconnection Fee or Access fee? - Focusing on ISP-CP settlement dispute -

Dae-Keun Cho, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 9-20, Oct. 2020

10.7472/jksii.2020.21.5.9
Keywords: 액세스, 상호접속, 인터넷, 상호접속료, 요금, Access, Interconnection, Internet, Interconnection fee, Price

3. Empirical Comparison of Deep Learning Networks on Backbone Method of Human Pose Estimation

Beanbonyka Rim, Junseob Kim, Yoo-Joo Choi, Min Hong, Journal of Internet Computing and Services, 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

4. The Design and Implementation of Mobile Application Solution for Forest Fire based on Drone Photography and Amazon Web Service (AWS)

Si-eun Choi, Jong-ho Bang, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 31-37, Oct. 2020

10.7472/jksii.2020.21.5.31
Keywords: Drone, Forest Fire, Amazon Rekognition, Evacuation Route Guida

5. Improved Slow Charge Scheme for non-communication Electric Vehiclesby Predicting Charge Demand

Tae Uk Chang, Young Su Ryu, Ki Won Kwon, Jong Ho Paik, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 39-48, Oct. 2020

10.7472/jksii.2020.21.5.39
Keywords: Electric vehicle, charge schedule, distributed charge, demand prediction

6. A method of generating virtual shadow dataset of buildings for the shadow detection and removal

Kangjik Kim, Junchul Chun, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 49-56, Oct. 2020

10.7472/jksii.2020.21.5.49
Keywords: Unity3D, Shadow Dataset, Deep Learning, Satellite shadow data, Building shadow data

7. A Feature-Based Malicious Executable Detection Approach Using Transfer Learning

Yue Zhang, Hyun-HoYang, Ning Gao, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 57-65, Oct. 2020

10.7472/jksii.2020.21.5.57
Keywords: Malicious Executable Detection, Transfer Learning, Feature-Based

8. CNN-based Gesture Recognition using Motion History Image

Youjin Koh, Taewon Kim, Min Hong, Yoo-Joo Choi, Journal of Internet Computing and Services, 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

9. Consumers attitude towards Internet banking services in an underdeveloped country: A case of Pokhara, Nepal

Deepanjal Shrestha, Tan Wenan, Neesha Rajkarnikar, Seung Ryul Jeong, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 75-85, Oct. 2020

10.7472/jksii.2020.21.5.75
Keywords: Internet banking, customer attitude, Technology Acceptance, Banking Services, Pokhara, Nepa

10. Determinants of Continuance Intention in Mobile Payment Services: Based on the IS Success Model

Viyada Itthiphone, DongHyuk Jo, ChulHwan Kwon, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 87-95, Oct. 2020

10.7472/jksii.2020.21.5.87
Keywords: mobile payment, Information system quality, trust, Satisfaction, Continuance intention

11. Development of Online Quantum Chemistry Experiment Environment Based on Computational Science Platform

Inho Jeon, Noori On, Yejin Kwon, Jerry H. Seo, Jongsuk R. Lee, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 97-107, Oct. 2020

10.7472/jksii.2020.21.5.97
Keywords: Computational Science application, Computational chemistry

12. Deep Learning-Based User Emergency Event Detection Algorithms Fusing Vision, Audio, Activity and Dust Sensors

Ju-ho Jung, Do-hyun Lee, Seong-su Kim, Jun-ho Ahn, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 109-118, Oct. 2020

10.7472/jksii.2020.21.5.109
Keywords: 영상, 음성, 활동, 먼지, 센서, 딥러닝, 이상 징후, 패턴, vision, Audio, Activity, Dust, Sensors, Deep Learning, abnormal event, patterns

13. An LSTM Neural Network Model for Forecasting Daily Peak Electric Load of EV Charging Stations

Haesung Lee, Byungsung Lee, Hyun Ahn, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 119-127, Oct. 2020

10.7472/jksii.2020.21.5.119
Keywords: 전기차, 최대전력부하, 부하예측, 딥러닝, LSTM, EV, Peak electric load, Load forecasting, Deep Learning, LSTM

14. Applying SeqGAN Algorithm to Software Bug Repair

Geunseok Yang, Byungjeong Lee, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 129-137, Oct. 2020

10.7472/jksii.2020.21.5.129
Keywords: SeqGAN 알고리즘, 버그 리포트, 소프트웨어 버그 정정, 소프트웨어 유지보수, SeqGAN Algorithm, Bug Report, Software Bug Repair, Software Maintenance

15. Prediction of infectious diseases using multiple web data and LSTM

Yeongha Kim, Inhwan Kim, Beakcheol Jang, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 139-148, Oct. 2020

10.7472/jksii.2020.21.5.139
Keywords: 머신러닝, 전염병 예측, 웹 데이터, LSTM, Machine Learning, Predict infectious diseases, Web data, LSTM

16. Performance Analyzer for Embedded AI Processor

Dong Hyun Hwang, Young Hyun Yoon, Chang Yeop Han, Seung Eun Lee, Journal of Internet Computing and Services, Vol. 21, No. 5, pp. 149-157, Oct. 2020

10.7472/jksii.2020.21.5.149
Keywords: 인공지능 프로세서, 시뮬레이터, 인공지능, 임베디드 시스템, SoC, AI processor, Simulator, Artificial intelligence, Embedded System, SoC

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Vol. 21, No. 5, Oct. 2020

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