▶홈페이지

https://sites.google.com/view/aisl-km

 

▶경력

- 2021.09.~현재 : 한국교통대학교 전자공학과 부교수

 

▶학술논문(SCIE)

 

1. Chang-Seok Yoon, Hong-Joon Shin, Bo-Gun Kho, ..., Kang-moon Park* and Tae-Ok Kim*, A Deep Learning-Based Prediction Model for Mortality in Severe COVID-19 Patients Requiring Intensive Care Unit Admission: A Multicenter Registry Analysis, Journal of Korean Medical Science, (2026) [IF 3.2]

 

2. Hyo Jee Kang, Su-cheon Lee, Yoobin Hwang, Jisun Ham, Manbok Park and Kang-moon Park*, "AI based comparison of prefrontal cortex activity between piano-majors and non-piano-major musicians during score-based playing and Motif-improvisation", Plos One, (2025) [IF 2.6]

 

3. Yong Ki Kim, Jae-Ha Hwang, Jeong Won Kang, Hag-Wone Kim and Kang-moon Park*, AI-Based Load Current Estimation for Embedded Implementation in Auxiliary Power Systems for Railway Vehicle, Journal of Electrical Engineering & Technology, (2025) [IF 1.6]

 

4. Hyun-Geun Kim, Jae-Woo Kim, Jin-Won Kim, Bum-Joon Park, Kang-Moon Park* and Sung-do Chi*, Design of AI-CGF for Analysis and Training in Warship Combat M&S, IEEE Access, (2025) [IF 3.6]

 

5. Donghoon Shin, YongHa Han, and Kang-Moon Park*, Design of Data Driven Automated Driving Control Algorithm for Enhanced Human Acceptance, IEEE Transactions on Consumer Electronics, (2025) [IF 10.9]

 

6. Tae-Geol Woo, Beom-Jun Kim, In-Ho Cho, and Kang-Moon Park*, State estimation and visualization of lithium-ion battery using transformer Autoencoder model, Journal of Power Electronics, (2025) [IF 1.3]

 

7. Donghoon Shin, Jinhee Myoung, Woongsun Jeon and Kang-Moon Park*, "Clustering and Investigation of Human Driving Behavior Using Autoencoder and Risk Assessment", IEEE Access, (2025) [IF 3.6]

 

8. YongSuk Yoo,Manbok Park and Kang-moon Park*, "Comparison of Topologies Generated by Evolutionary Neural Architecture Search", Applied Sciences - Basel, (2025) [IF 2.5]

 

9. Hyun-geun Kim, Jinhee Myoung, Sunmyung Lee, Kang-moon Park*, Donghoon Shin*, Design of AI-powered Hybrid Control Algorithm of Robot Vehicle for Enhanced Cornering Performance, IEEE Embedded Systems Letters, (2023) [IF 1.3]

 

10. Kang-moon Park, Donghoon Shin*, Sung-do Chi*, Modified Neural Architecture Search (NAS) using the Chromosome Non-disjunction, APPLIED SCIENCES-BASEL, (2021) [IF 2.217]

 

11. YongSuk Yoo, Kang-moon Park*, Developing language specific models using Neural Architecture Search, APPLIED SCIENCES-BASEL, (2021) [IF 2.217]

 

12. Donghoon Shin, Kang-moon Park, Manbok Park*, Development of Fail-Safe Algorithm for Exteroceptive Sensors of Autonomous Vehicles, Electronics, (2020) [IF 2.412]

 

13. Donghoon Shin, Kang-moon Park, Manbok Park*, High Definition Map-Based Localization Using ADAS Environment Sensors for Application to Automated Driving Vehicles, APPLIED SCIENCES-BASEL, (2020) [IF 2.217]

 

14. Kang-moon Park, Donghoon Shin*, YongSuk Yoo*, " Evolutionary Neural Architecture Search (NAS) using Chromosome Non-disjunction for Korean Grammaticality Tasks ", APPLIED SCIENCES-BASEL, (2020) [IF 2.217]

 

15. Donghoon Shin, Subin Yi, Kang-moon Park*, Manbok Park*, " An Interacting Multiple Model Approach for Target Intent Estimation at Urban Intersection for Application to Automated Driving Vehicle", APPLIED SCIENCES-BASEL, (2020) [IF 2.217]

 

16. Donghoon Shin, Hyun-geun Kim, Kang-moon Park*, Kyongsu Yi*, "Development of Deep Learning Based Human-Centered Threat Assessment for Application to Automated Driving Vehicle", APPLIED SCIENCES-BASEL, (2019) [IF 2.217]

 

17. Kang-moon Park, Suk-hoon Shin, Donghoon Shin, Sung-do Chi*, "Design of Warship Simulation Using Variable-Chromosome Genetic Algorithm", APPLIED SCIENCES-BASEL, (2019) [IF 2.217]

 

18. Kang-moon Park, Donghoon Shin, Sung-do Chi*, "Variable Chromosome Genetic Algorithm for Structure Learning in Neural Networks to Imitate Human Brain", APPLIED SCIENCES-BASEL, (2019) [IF 2.217]

 

19. Donghoon Shin, Kangmun Park, Manbok Park*, "Effects of Vehicular Communication on Risk Assessment in Automated Driving Vehicles", APPLIED SCIENCES-BASEL, (2018) [IF 2.217]

 

 

 

▶학술논문(KCI)

1. 이세훈, 권희재, 정세연, 나승우, 황준, 박강문*, "금속 Element DC Fuse 결함 검출을 위한 딥러닝 기반 이미지 이상탐지 시스템", 한국정밀공학회지(2026)

2. 이수천, 우태걸, 신동훈, 박강문*, "Attention이 적용된 LSTM-Autoencoder 알고리즘을 사용한 차량 주행 패턴 시각화", 자동차안전학회지(2025)

3. 우태걸, 이은지, 조인호*, 박강문*, "LSTM-AutoEncoder 알고리즘을 사용한 배터리 데이터 상태 시각화 및 추정", 전력전자학회논문지(2025)

4. 김현근, 강정석, 박강문, 김재우, 김장현, 박범준, 지승도, 해군분석모델용 AI-CGF를 위한 시나리오 생성 모델 설계(I) 진화학습, 한국군사과학기술학회지(2022)