Research output per year
Research output per year
Personal profile
Education
o (2006) B.A., Yonsei University
o (2008) M.A., Yonsei University
o (2017) Ph.D., Yonsei University
o (2008) M.A., Yonsei University
o (2017) Ph.D., Yonsei University
Professional Experience
o (2010~2013) Engineer, Electronics and Telecommunications Research Institute
o (2017~2019) Staff Engineer, Samsung Research
o (2019~2022) Assistant Professor, Soonchunhyang University
o (2022~Present) Assistant Professor, Sejong University
o (2017~2019) Staff Engineer, Samsung Research
o (2019~2022) Assistant Professor, Soonchunhyang University
o (2022~Present) Assistant Professor, Sejong University
Research Interests
Machine Learning, Deep Learning, Wireless Communications, Pharmaceutical, Medical Care, Finance, and Marketing
Major Research Achievements
o Intelligent Wireless Communication Technologies
o Drug Properties Prediction Based on Deep Learning
o Drug Properties Prediction Based on Deep Learning
URL
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Network
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Deep Learning-Based Prediction of Physical Stability considering Class Imbalance for Amorphous Solid Dispersions
Lee, H., Kim, J., Kim, S., Yoo, J., Choi, G. J. & Jeong, Y. S., 2022, In: Journal of Chemistry. 2022, 4148443.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Drug Properties Prediction Based on Deep Learning
Yoo, S., Kim, J. & Choi, G. J., Feb 2022, In: Pharmaceutics. 14, 2, 467.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Cocrystal prediction using machine learning models and descriptors
Mswahili, M. E., Lee, M. J., Martin, G. L., Kim, J., Kim, P., Choi, G. J. & Jeong, Y. S., 1 Feb 2021, In: Applied Sciences (Switzerland). 11, 3, p. 1-12 12 p., 1323.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Deep Learning-Assisted Multi-Dimensional Modulation and Resource Mapping for Advanced OFDM Systems
Kim, J., Lee, B., Lee, H., Kim, Y. & Lee, J., 19 Feb 2019, 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8644281. (2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
8 Scopus citations -
Towards Faster-Than-Nyquist Transmission for beyond 5G Wireless Communications
Lee, B., Kim, J., Lee, H., Shim, B., Kim, Y. & Lee, J., May 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8762037. (IEEE International Conference on Communications; vol. 2019-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
9 Scopus citations