Yejin Kang

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Hendrix College

Also affiliated: Seoul National University (2025); Yonsei University (2023)

2 h-index 6 pubs 15 cited

Research Areas

OverviewAI-generated summary

Yejin Kang's research focuses on the application of machine learning techniques to complex data for various domains. This includes work on randomized learning-based classification of sound quality using spectrogram images and time-series data, exploring a practical perspective for its implementation. Kang has also contributed to the development of datasets for autonomous navigation, specifically the MOANA dataset for maritime odometry and autonomous navigation applications, with publications in both 2024 and 2025. Further research involves understanding human interaction with automated systems, exemplified by studies on explaining takeover requests in conditionally automated driving, considering hazard types and explanation strategies. Additionally, Kang has investigated the development of scales for risk attitudes in automated driving through sentence elicitation and clustering studies. Kang has a h-index of 2 with 6 total publications and 9 total citations, and collaborates with Dongje Lee, Hanguen Kim, Jin‐Bum Park, and Jaeseong Koh at Hendrix College.

Metrics

h-index: 2
Publications: 6
Citations: 15

Selected Publications

Explaining Takeover Requests: The Role of Hazard Type and Explanation Strategy in Conditionally Automated Driving (2025)

1 citation DOI OpenAlex
Developing Scale for Risk Attitudes in Conditionally Automated Driving: A Sentence Elicitation and Clustering Study (2025)

The Japanese Journal of Ergonomics DOI OpenAlex
MOANA: Multi-radar dataset for maritime odometry and autonomous navigation application (2025)

The International Journal of Robotics Research 7 citations DOI OpenAlex
MOANA: Multi-Radar Dataset for Maritime Odometry and Autonomous Navigation Application (2024)

arXiv (Cornell University) DOI OpenAlex
Randomized learning-based classification of sound quality using spectrogram image and time-series data: A practical perspective (2023)

Engineering Applications of Artificial Intelligence 8 citations DOI OpenAlex
국내 사람유두종바이러스백신 접종 후 자발적 이상반응 보고사례의 Brighton Collaboration 기준 활용 가능성 연구 (2020)

OpenAlex