October 3, 2015 22:25:11

About

Some topics associated with our Data Mining Lab

  • (Un)Supervised Classification/Clustering
  • Fuzzy (overlapping) multi-class data
  • Ensemble learning (fusion of classifiers)
  • Frequent Pattern Mining (Co-location patterns)
  • Parallel/Distributed/GPU Computing (Hadoop environment)
  • Information Visualization (and presentation)
  • Spatial/Temporal Databases (OpenGIS systems)
  • Time Series analysis
  • Linear Regression Models and Trends
  • Dimensionality Reduction
  • Multidimensional Database Indexing
  • Knowledge Rule Mining (empirical findings and hypothesis validation)