Sample Projects in Data Science

April 10, 2017

Algorithmics

  • Interactive and perceptually accurate visualization of multidimensional data.
  • Large-scale machine learning for data-driven discovery.
  • Enhancing spatial perception and presence in immersive virtual environments.
  • Big tensor mining: theory scalable algorithms, and applications.
  • Learning data analytics: providing actionable insights to increase college student success.
  • Analyzing the Earth system using graph-based approaches.

Statistics

  • Analyzing Alzheimer’s disease neuroimaging initiative (ADNI) data
  • Compare climate simulation model performances
  • Statistical inference in high dimensions

Infrastructure

  • Storage systems for efficient processing and storing big data.
  • Intelligent and high performance systems
  • Big data processing in mobile cloud platforms.
  • Automated out-of-core execution of parallel message-passing applications.