GwanPil Kim

From Knowledge Engineering Laboratory

Education

  • March 2022 –March 2024: Computer Science and Engineering, Chung-Ang University
    • M.S. Degree in BigData, Seoul, South Korea

Research Interests

  • Machine Learning / Deep Learning
  • Graph Embedding
  • Remaining Useful Life(RUL) Prediction

Research Experience

Journal Publications

  • Gwanpil Kim, et al. "Fuzzy particle filtering based approach for battery RUL prediction with uncertainty reduction strategies." Expert Systems 42.4 (2025): e70027.
  • Gwanpil Kim, Jason J. Jung, and David Camacho. "Health indicator construction based on normal states through FFT‐graph embedding." Expert Systems 41.11 (2024): e13689.

Domestic conference papers

Teaching

  • Teaching Assistant, Class for practicing of Business intelligence, 2023 Fall, graduate course, Department of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea.
  • Teaching Assistant, Class for practicing of knowledge graph, 2023 Spring, graduate course, Department of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea.
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