김하영 교수
- 02-2123-4194
- hayoung.kim@yonsei.ac.kr
- MLCF 연구실
- 새천년관 420호
주요링크
연구분야
Multi-modal Deep LearningDeep LearningComputer Vision
학력
Ph.D. Mathematics, Purdue University, West Lafayette, IN, USA, (2010)
M.S. Mathematics with Computational Finance, Purdue University, West Lafayette, IN, USA, (2007)
B.S. Mathematics, Kyung Hee University, Seoul, Republic of Korea, (2000)
경력
현, 연세대학교 정보대학원 부교수
주요 연구활동 및 저서
Sungsoo Kim†, Hyukjae Kwon†, Jisang Yoon, Ha Young Kim*, "Dynamic Factor-Informed Reinforcement Learning for Enhancing Portfolio Optimization," accepted, Financial Innovation.(SSCI) [IF 2023: 6.9, Rank:9/233(Business, Finance), IF(%)=3.6 < 5%]
Soyeon Park†, Byungdo Cheon†, Ha Young Kim†, Heejung Kim*, "Investigated Predictors of Construction Workers Ongoing Fatigue: Random Forest Approach," accepted, Journal of Management in Engineering.(SCIE) [IF 2022: 7.4, Rank:6/139(Civil Engineering), IF(%)=4.0 < 5%]
Hyorim Shin, Jeongeun Park, Jungmin Yu, Jungeun Kim, Ha Young Kim, Changhoon Oh*, "Looping In: Exploring Feedback Strategies to Motivate Human Engagement in Interactive Machine Learning," accepted, International Journal of Human-Computer Interaction.(SSCI/SCIE).
Jeongeun Park, Changhoon Oh, Ha Young Kim*, "AI vs. Human-Generated Content and Accounts on Instagram: User Preferences, Evaluations, and Ethical Considerations," Technology in Society, vol. 79, Dec. 2024 [IF 2023: 10.1, Rank:2/263(Social Sciences, Inter.), IF(%)=0.6 < 1%] (SSCI).
Jeongeun Park†, Hyunmin Kang†, Ha Young Kim*, "Human, do you think this painting is the work of a real artist?," International Journal of Human-Computer Interaction, vol. 40, No. 18, Sep. 2024, [IF 2021: 4.920, Rank:2/16 (ERGONOMICS), IF(%)=9.375 < 10%] (SSCI/SCIE).
Jeongeun Park†, Sojeong Seong†, Soyeon Park, Minchae Kim, Ha Young Kim*, "Multi-label material and human risk factors recognition model for construction site safety management," Journal of Safety Research, vol. 91, December 2024, pages 354-365 [IF 2023: 3.9, Rank:8/263(Social Sciences), IF(%)=2.9 < 5%] (SSCI).