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Research

Research Activities

  • Professor
    Comuzzi Marco
  • Research
    smart service, smart business & finance
  • Speciality
    data mining, machine learning algorithms (federated learning, representation learning), industrial AI

  • Professor
    Sungil Kim
  • Research
    smart manufacturing, smart transportation and logistics
  • Speciality
    statistical process monitoring, anomaly detection, industrial AI, statistical modeling

  • Professor
    Chiehyeon Lim
  • Research
    smart manufacturing, smart service, smart healthcare
  • Speciality
    knowledge service engineering, service intelligence, knowledge discovery

  • Professor
    Youngdae Kim
  • Research
    Accelerated Optimization Laboratory
  • Speciality
    GPU-accelerated and AI-enhanced mathematical optimization, Integration of mathematical optimization with AI, Energy system optimization

  • Professor
    Yongjae Lee
  • Research
    smart service, smart business & finance
  • Speciality
    financial engineering (financial data analysis and financial planning for individuals and institutions)

  • Professor
    Saerom Park
  • Research
    Smart Healthcare, Statistical Machine Learning
  • Speciality
    Privacy-preserving Machine Learning, Artificial Intelligence Security

  • Professor
    Gisoo Kim
  • Research
    smart healthcare, statistical machine learning & reinforcement learning
  • Speciality
    statistical theory and decision making algorithms (bandit algorithms, causal inference based decision making)

  • Professor
    Dong-Young Lim
  • Research
    statistical machine learning & reinforcement learning, smart business & finance
  • Speciality
    machine learning theory and algorithm, financial engineering/mathematics, Fintech