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Machine Learning and Data Analytics

Research Areas

  • Pattern recognition and data mining.
  • Time series forecasting.
  • Dimensionality reduction and data visualization.
  • Clustering.
  • Learning from multiple experts.
  • Case-based reasoning.
  • Spectral, graph-based and kernel-based approaches for data analysis.
  • Information quality and data fusion.
  • Dynamic data analysis.