<aside> ๐Ÿ‘‹ Data Intelligence Lab (๋ฐ์ดํ„ฐ์ธํ„ธ๋ฆฌ์ „์Šค ์—ฐ๊ตฌ์‹ค)

Department of Computer Science and Engineering

Chungnam National University (CNU)

99 Daehak-ro, Yuseong-gu, Daejeon, Republic of Korea 34134

</aside>

์—ฐ๋ฝ์ฒ˜

๐Ÿ“ง [email protected]

๐Ÿฆ [email protected]

๐Ÿ”— +82) 010-2529-9803

Research Interests

Publications

  1. Vessel Trajectory Classification via Transfer Learning with Deep CNN

    Hwan Kim, Mingyu Choi, Sekil Park, and Sungsu Lim PLOS ONE, accepted (SCIE, 2023 IF: 2.9 (Q1)).

  2. ์ค€์ง€๋„ ๋Œ€์กฐ ํ•™์Šต ๊ธฐ๋ฒ•์„ ํ™œ์šฉํ•œ ๊ทธ๋ž˜ํ”„ ์ด์ƒ ํƒ์ง€

    ๊น€ํ™˜, ์ž„์„ฑ์ˆ˜

    ๋ฐ์ดํƒ€๋ฒ ์ด์Šค์—ฐ๊ตฌ, 2023๋…„ 12์›” (KCI ๋“ฑ์žฌ)

  3. **Label-based Graph Augmentation with Metapath for Graph Anomaly Detection** Hwan Kim, Junghoon Kim, Byung Suk Lee, and Sungsu Lim Arxiv, Aug 2023.

  4. **Graph Anomaly Detection with Graph Neural Networks: Current Status and Challenges** Hwan Kim, Byung Suk Lee, Won-Yong Shin, and Sungsu Lim IEEE Access, 10:111820-111829, Oct 2022 (SCIE, 2021 IF: 3.476 (Q2)).

  5. **Temporal Patternization of Power Signature for Appliance Classification in NILM** Hwan Kim and Sungsu Lim Energies, 14(10):2931, May 2021 (SCIE, 2021 IF: 3.252 (Q3)).

  6. **์‹œ๊ณ„์—ด ํŒจํ„ดํ™”๋ฅผ ํ†ตํ•œ NILM ๊ธฐ๊ธฐ ๋ถ„๋ฅ˜** ๊น€ํ™˜, ์ •์ƒ๊ทผ, ์ž„์„ฑ์ˆ˜ ํ•œ๊ตญ์ •๋ณด๊ณผํ•™ํšŒ ํ•™์ˆ ๋ฐœํ‘œ๋…ผ๋ฌธ์ง‘, 577-579, Dec 2020.

Research Projects