Optimization

  • Nonsmooth optimization
  • Nonconvex optimization
  • DC optimization
  • Global optimization
  • Multi-objective optimization
  • Mixed integer programming

Machine learning

  • Supervised data classification
  • Cluster analysis
  • Regression analysis
  • Semi-supervised clustering

Applications

  • Cybersecurity
  • Extreme rainfall
  • Vehicle routing problems
  • Facility location problems
  • Fault diagnosis in multivariate processes

Big data analytics