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The Journal of Korean Institute of Information Technology - Vol. 20, No. 11

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1. p. 1 Analysis of the Effect of Step-by-step Elements of Machine Learning Model on the Performance of AI Model using German Credit Risk Data

Pill-Won Park
DOI: https://doi.org/10.14801/jkiit.2022.20.11.01

2. p. 9 Comparative Study on Predicting Student Grades using Five Machine Learning Algorithms

HeeJeong Jasmine Lee
DOI: https://doi.org/10.14801/jkiit.2022.20.11.09

3. p. 23 Real Estate Environment Retrieval System based on Natural Language Query

Yena Park, Seok-Jong Yu
DOI: https://doi.org/10.14801/jkiit.2022.20.11.23

4. p. 29 A Study on Knowledge Embedding Method for Extending Contextual Information of Words

Yewon Kim, Jangwon Gim
DOI: https://doi.org/10.14801/jkiit.2022.20.11.29

5. p. 39 A Risk Analysis Through Fire Simulation of EPS Process

In-Sik Lee, Young Hee Kim, Jae-Wook Choi
DOI: https://doi.org/10.14801/jkiit.2022.20.11.39

6. p. 49 CHF Applicability Study for Fundamental Fire Prevention

Young Hee Kim, Du Hun Jang, Phil Won Seo, Jae Wook Choi
DOI: https://doi.org/10.14801/jkiit.2022.20.11.49

7. p. 57 Implementation of White Molds Detection Service of Wheat Sprouts using YOLOv5 Algorithm of Artificial Neural Network

JinKyoung Heo
DOI: https://doi.org/10.14801/jkiit.2022.20.11.57

8. p. 65 Analysis of Hyper-parameters in Solving Sokoban using Q-learning

Jiyoung Chang, Gihwon Kwon
DOI: https://doi.org/10.14801/jkiit.2022.20.11.65

9. p. 73 Automatic AC Voltage Regulator using the Single-Stage AC Power Converter

Gang-Youl Jeong
DOI: https://doi.org/10.14801/jkiit.2022.20.11.73

10. p. 85 PDAF Pixel Optical Structure for Aligning AF Cross Point

Jae-Hyeok Hwang, Yunkyung Kim
DOI: https://doi.org/10.14801/jkiit.2022.20.11.85

11. p. 93 Dependence of Color Filter Type for Near-Infrared Sensing

Hyunjoon Sung, Yunkyung Kim
DOI: https://doi.org/10.14801/jkiit.2022.20.11.93

12. p. 101 Anomaly Detection Method of User Trajectories based on Deep Learning Technologies

Kangjun Lee, Hyunjun Jung, Sukhoon Lee
DOI: https://doi.org/10.14801/jkiit.2022.20.11.101

13. p. 117 A Lightweight Identity Recognition Network using the ArcFace

Hyeok-Jun Kwon, Seung-Ho Ok
DOI: https://doi.org/10.14801/jkiit.2022.20.11.117

14. p. 127 Personal Identification CNN Model using Gait Cycle

Jiwoo Choi, Sangil Choi, Taewon Kang
DOI: https://doi.org/10.14801/jkiit.2022.20.11.127

15. p. 137 A Comparison of Time Series Forecast Models for Predicting the Outliers Particles in Semiconductor Cleanroom

Saksonita Khoeurn, Jae sung Kim, Wan sup Cho
DOI: https://doi.org/10.14801/jkiit.2022.20.11.137

16. p. 147 Improvement Method of Radar Maximum Detection Range using Wavelet Transform for FMCW Radar

Young-Doo Choi
DOI: https://doi.org/10.14801/jkiit.2022.20.11.147

17. p. 155 Detecting Hand Contact State using Bi-directional LSTM

Changgu Kang, Sukwon Lee
DOI: https://doi.org/10.14801/jkiit.2022.20.11.155

18. p. 163 Simulation and Analysis of Drone Combat Damage Effect Against Cyber-Electronic Threats

Sang Seo, Dohoon Kim, Sangwoo Han
DOI: https://doi.org/10.14801/jkiit.2022.20.11.163

19. p. 187 Metaverse Convergence Team Building System to Promote Collaboration Effect in Smart Learning Environment

Jiwon Lee, Kwontaeg Choi
DOI: https://doi.org/10.14801/jkiit.2022.20.11.187

20. p. 199 Student-Friendly Scrum Framework for Undergraduate Education

Suhee Jo, Sohee Park, Gihwon Kwon
DOI: https://doi.org/10.14801/jkiit.2022.20.11.199

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